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VIPP VALUES CREATED IN FIBRE-BASED PROCESSES AND PRODUCTS KAU.SE/EN/VIPP Aron Tysén Through air drying Thermographic studies of drying rates, drying non-uniformity and infrared assisted drying
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Page 1: Through air drying The removal of wate Through air …1198786/...i Abstract The objective of this thesis was to investigate parameters concerning the drying rate and the non -uniformity

VIPP VALUES CREATED IN FIBRE-BASED PROCESSES AND PRODUCTS

VIPP VALUES CREATED IN FIBRE-BASED PROCESSES AND PRODUCTS

KAU.SE/EN/VIPP

Aro

n Tysén Through air drying

Aron Tysén

Through air dryingThermographic studies of drying rates, drying non-uniformity and infrared assisted drying

VIPP The industrial graduate school. Industry and academia in synergy for tomorrow’s solutions.

Print & layoutUniversitetstryckeriet, Karlstad 2018

The removal of water is an integral part of papermaking. The drying process is

responsible for a great share of the energy used in the paper machine. Premium

grade tissue products are dried by through air drying. Large volumes of natural

gas are burned to heat the air drawn through the paper web to achieve the drying.

The low grammages for which this technique is used are believed to have material

properties differing from the bulk properties achieved at higher grammages. If

through air drying could be performed more efficiently, premium products could be

produced with less environmental impact and at a lower cost.

The objective of this thesis was to investigate the non-uniformity and the rate of

through air drying. The aspects considered were grammage, pulp type, formation,

web-fabric interaction and infrared radiation. A method was developed, where the

time-dependent change in surface temperature of a drying sample was recorded.

The experimental equipment allowed paper samples to be dried by drawing air

through them, with the option of additional energy from infrared radiation. An

infrared camera captured the spatial variations in surface temperature during drying.

LICENTIATE THESIS | Karlstad University Studies | 2018:19

ISSN 1403-8099

ISBN 978-91-7063-947-0 (pdf)

ISBN 978-91-7063-852-7 (print)

Aron Tysén is employed at RISE Bioeconomy, Stockholm. His work is focused on paper drying, process variability and tissue production. He uses thermographic methods to gain further understanding into said topics. Aron Tysén obtained a Master of Science in Materials Design and Engineering at KTH in 2011 and a Licentiate of Engineering in Chemical Engineering at Karlstad University in 2014.

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Through air dryingThermographic studies of drying rates, drying non-uniformityand infrared assisted drying

Aron Tysén

Aron Tysén | T

hrough air drying | 2018:19

Through air drying

The removal of water is an integral part of papermaking. The drying process is responsible for a great share of the energy used in the paper machine. Premium grade tissue products are dried by through air drying. Large volumes of natural gas are burned to heat the air drawn through the paper web to achieve the drying. The low grammages for which this technique is used are believed to have material properties differing from the bulk properties achieved at higher grammages. If through air drying could be performed more efficiently, premium products could be produced with less environmental impact and at a lower cost.

The objective of this thesis was to investigate the non-uniformity and the rate of through air drying. The aspects considered were grammage, pulp type, formation, web-fabric interaction and infrared radiation. A method was developed, where the time-dependent change in surface temperature of a drying sample was recorded. The experimental equipment allowed paper samples to be dried by drawing air through them, with the option of additional energy from infrared radiation. An infrared camera captured the spatial variations in surface temperature during drying.

DOCTORAL THESIS | Karlstad University Studies | 2018:19

Faculty of Health, Science and Technology

Chemical Engineering

DOCTORAL THESIS | Karlstad University Studies | 2018:19

ISSN 1403-8099

ISBN 978-91-7063-947-0 (pdf)

ISBN 978-91-7063-852-7 (print)

Page 3: Through air drying The removal of wate Through air …1198786/...i Abstract The objective of this thesis was to investigate parameters concerning the drying rate and the non -uniformity

DOCTORAL THESIS | Karlstad University Studies | 2018:19

Through air dryingThermographic studies of drying rates, drying non-uniformity and infrared assisted drying

Aron Tysén

LICENTIATE THESIS | Karlstad University Studies | 2014:64

Åsa Nyflött

Structural Studies and Modelling of Oxygen Transport in Barrier Materials for Food Packaging

Page 4: Through air drying The removal of wate Through air …1198786/...i Abstract The objective of this thesis was to investigate parameters concerning the drying rate and the non -uniformity

Print: Universitetstryckeriet, Karlstad 2018

Distribution:Karlstad University Faculty of Health, Science and TechnologyDepartment of Engineering and Chemical SciencesSE-651 88 Karlstad, Sweden+46 54 700 10 00

© The author

ISSN 1403-8099

urn:nbn:se:kau:diva-67061

Karlstad University Studies | 2018:19

DOCTORAL THESIS

Aron Tysén

Through air drying - Thermographic studies of drying rates, drying non-uniformity and infrared assisted drying

WWW.KAU.SE

ISBN 978-91-7063-947-0 (pdf)

ISBN 978-91-7063-852-7 (print)

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Victoria Concordia Crescit

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i

Abstract

The objective of this thesis was to investigate parameters concerning the drying

rate and the non-uniformity in the through air drying process. Parameters

considered were grammage, pulp type, formation, web-fabric interaction and

infrared radiation. A piece of equipment was therefore developed which allowed

the paper samples to be dried by air being drawn through them, with the option

to supply additional drying energy through infrared radiation. The time-

dependent local surface temperature of a drying sample was recorded using an

infrared camera. In addition, the air flow through the samples was measured.

Samples with grammages ranging from 15 to 60 g/m² were made on a laboratory

sheet former from a range of different commercial chemical pulps. The pulps

comprised both hardwoods and softwoods. Samples with both good and bad

formation were made.

The measurements showed that the air flow through the sample varied with

grammage and pulp type. The air permeability, i.e. the specific air flow, was

constant at higher grammages, as could be expected. In contrast to that, at lower

grammages, the air permeability was higher, and also a function of grammage.

The permeability was also highly influenced by the fibre morphology, with

softwood samples being much more permeable.

The non-uniformity in drying increased with bad formation and was influenced

by the web-fabric interaction. Local drying time maps quantified the spatial non-

uniformity of drying. Formation had little or no impact on the total drying time,

but the non-uniformity of drying increased with worse formation. For

commercial through air drying fabrics, the effect of web-fabric interaction was

observed for hardwood samples, where the web areas in contact with the

knuckles of the fabric weave had longer drying times. However, virtually no non-

uniformity could be measured for the softwood samples.

The average drying rate was mainly influenced by pulp type, and was increased

by the addition of infrared radiation. Interestingly, even though the permeability

differed significantly between pulps, the drying rate was independent of the

varying permeability at lower grammages. Thus, a higher air flow did not increase

the drying rate. Adding additional drying energy by using an infrared radiator

allowed for an increase in the drying rate. However, as the radiator power was

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increased, the corresponding increase in the drying rate was less than

proportional.

Energy utilisation was evaluated for both the case with only air flow, and the

combination of air flow and infrared radiation. It was found that the energy

supplied by air correlated well with the theoretical energy required to remove the

water in the fibre wall. When the infrared radiation was added, the efficiency in

using the supplied energy appeared to diminish as the radiator power increased.

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Sammanfattning

Målet med denna avhandling var att undersöka parametrar relaterade till

torkningshastighet och ojämnhet vid genomblåsningstorkning. Parametrar som

undersöktes var ytvikt, massatyp, formation, papprets interaktion med viran och

infraröd strålning. En utrustning konstruerades där pappersprover kunde torkas

genom att luft sögs genom dem, med möjlighet att även addera extra torkenergi

genom infraröd strålning. Den tidsberoende lokala yttemperaturen hos

pappersproverna registrerades med en infraröd kamera. Luftflödet genom

proverna mättes under torkningen.

Pappersprover från ett urval av kommersiellt använda kemiska massor med

ytvikter mellan 15 och 60 g/m² tillverkades med en arkformare. Massorna

inkluderade både barr- och lövved. Prover med både bra och dålig formation

tillverkades.

Mätningarna visade att luftflödet genom proverna varierade med ytvikt och

massatyp. Luftpermeabiliteten, alltså det specifika luftflödet, var som förväntat

konstant vid högre ytvikter. Vid lägre ytvikter blev dock luftflödet högre och

dessutom en funktion av ytvikten. Permeabiliteten påverkades också av

fibermorfologin, där barrvedsmassorna uppvisade mycket högre permeabilitet.

Ojämnheterna i torkningen ökade med dålig formation och påverkades av

papprets interaktion med viran. Lokala torktidskartor användes för att kvantifiera

den spatiala ojämnheten i torkningen. Formationen hade ingen, eller väldigt lite

inverkan på den totala torktiden, trots att ojämnheterna i torkningen ökade med

sämre formation. För kommersiellt använda genomblåsningstorkningsviror

kunde effekten av interaktionen mellan papper och vira tydligt ses i

lövvedsproverna, där provytorna i kontakt med virans knogar torkade

långsammare. För barrvedsproverna kunde ingen inverkan ses.

Den genomsnittliga torkhastigheten påverkades huvudsakligen av massatyp, och

ökade med adderad infraröd strålning. Trots att permeabiliteten varierade

signifikant mellan massorna vid låga ytvikter, var torkhastigheten oberoende av

permeabiliteten hos de olika massorna. Högre luftflöde resulterade således inte i

högre torkhastighet. Med tillagd infrarödstrålning kunde torkhastigheten ökas.

När den infraröda strålningen ökades ytterligare förbättrades inte torkhastighet

proportionellt med ökningen.

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Utnyttjandet av energin utvärderades både för fallet med bara luft och för fallet

med både luft och infraröd strålning. Den tillförda energin från luften korrelerade

väl med det teoretiska energibehovet för att förånga mängden vatten i

fiberväggen. När den infraröda strålningen inkluderades verkade effektiviteten

minska med ökande tillförd infraröd effekt.

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List of papers

The following publications are included in this thesis.

Paper I

Tysén, A., Vomhoff, H. (2015): Method for the quantification of in-plane drying non-

uniformity, Nordic Pulp and Paper Research Journal, Vol 30, Issue 2, pp. 286-

295.

Paper II

Tysén, A., Vomhoff, H. (2014): The influence of formation on air flow through and non-

uniform drying of low grammage sheets, Innventia Report 546.

Paper III

Tysén, A., Vomhoff, H., Nilsson, L. (2015): The influence of grammage and pulp type

on through air drying, Nordic Pulp and Paper Research Journal, Vol 30, Issue 4,

pp. 651-659.

Paper IV

Tysén, A., Vomhoff, H. (2017): Interaction between fabric and web in through air

drying, Manuscript to be submitted.

Paper V

Tysén, A., Vomhoff, H., Nilsson, L. (2017): Through air drying assisted by infrared

radiation, Submitted to Nordic Pulp and Paper Research Journal.

Results related to this thesis have been or will be presented at the following

conferences:

1. Tysén, A., Östlund, C., Vomhoff, H.: Investigation of non-uniform drying of

paper using IR and NIR imaging, Poster presentation, The 15th Fundamental

Research Symposium, Robinson College, Cambridge, England, presented

on September 10th, 2013.

2. Tysén, A.: TAD – The Influence of Grammage, Formation and Pulp Type on Non-

Uniform Drying and Air Flow, Conference presentation, Tissue World

Barcelona 2015, Barcelona, Spain, presented on March 19th, 2015.

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3. Tysén, A: Infraröd-assisterad torkning, Conference presentation, SPCI

Ekmandagar, Stockholm, Sweden, presented on January 30th, 2018.

4. Tysén, A: Infrared Assisted Through Air Drying, Conference presentation,

Congresso Aticelca 2018, Padova, Italy, to be presented on May 18th,

2018.

5. Tysén, A: Thermographic method for quantifying in-plane non-uniform paper drying,

Conference presentation, 14th Quantitative InfraRed Thermography

Conference, Berlin, Germany, to be presented on June 27th, 2018.

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The thesis author’s contribution to the papers

Paper I.

Most of the method development and the experimental work, the entire

analysis of the experiments and the writing of the manuscript were carried

out by Aron Tysén. The sheet making was carried out by summer students at

Innventia.

Paper II.

The experimental work, the entire analysis of the experiments and the writing

of the manuscript were carried out by Aron Tysén. The formation

measurement was carried out by Margareta Lind.

Paper III.

The method development, the experimental work, the entire analysis of the

experiments and the writing of the manuscript were carried out by Aron

Tysén. The formation measurement was carried out by Margareta Lind.

Paper IV.

The method development, the experimental work, the entire analysis of the

experiments and the writing of the manuscript were carried out by Aron

Tysén.

Paper V.

The method development, the experimental work, the entire analysis of the

experiments and the writing of the manuscript were carried out by Aron

Tysén.

Parts of the section on earlier work related to the thesis subject have previously

been published in a licentiate thesis by the same author1.

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Table of contents

Abstract ...........................................................................................................................i

Sammanfattning .......................................................................................................... iii

List of papers ................................................................................................................ v

The thesis author’s contribution to the papers .................................................. vii

Table of contents ...................................................................................................... viii

1. Introduction ............................................................................................................. 1

1.1. Fibre structure and morphology ..................................................................... 2

1.2. Water in paper ................................................................................................... 2

1.3. Tissue paper, properties and defining characteristics .................................. 3

1.4. The tissue paper machine ................................................................................ 4

1.5. Tissue dewatering ............................................................................................. 6

1.6. Infrared radiation .............................................................................................. 7

1.7. Earlier work related to the thesis subject ...................................................... 9

2. Objectives ............................................................................................................... 13

3. Materials and methods .......................................................................................... 14

3.1. Laboratory drying equipment ....................................................................... 14

3.2. Thermographic method ................................................................................. 16

3.3. Flow measurements........................................................................................ 21

3.4. Raw materials and samples ............................................................................ 22

3.5. Drying rates ..................................................................................................... 23

3.6. Formation ........................................................................................................ 24

3.7. Estimation of added energy .......................................................................... 26

4. Results and discussion ........................................................................................... 27

4.1. Air flow ............................................................................................................ 27

4.2. Non-uniformity in drying .............................................................................. 30

4.3. Drying times and rates ................................................................................... 39

4.4. Energy utilisation ............................................................................................ 43

5. Conclusions ............................................................................................................ 46

6. Recommendations for future work ..................................................................... 48

7. Acknowledgements ............................................................................................... 50

8. References ............................................................................................................... 52

9. Appendix A ........................................................................................................... A1

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1. Introduction

The production of paper has a history reaching back thousands of years, and has

been through many great developmental leaps. However, the principal idea

behind the process has remained the same. The raw material is, by various means,

disintegrated to fibres and other particles. The disintegrated material is suspended

in water before being dewatered through a screen. This creates a fibre web, which

is dried and removed from the screen and results in the finished paper. The raw

materials have varied through the years, but wood is now predominantly used.

In the modern papermaking process, the wood is either disintegrated using

chemicals or mechanically ground to achieve the disintegration. This part of the

process is focused on obtaining wood pulp which can be performed as a

standalone process at a pulp mill, or be integrated at the paper mill for immediate

distribution on the paper machine2.

The paper machine can be divided into three sections; forming, pressing and

drying. In the forming section, the stock (a mixture of pulp and additives) enters

the paper machine via a headbox, the purpose of which is to evenly distribute the

stock, at a suitable concentration, onto a forming wire. The wire is a woven mesh

on which the wood fibres and particles are deposited to start forming a web,

while the water is gradually removed. The removal of water is a major part of

paper making, as the water content changes from ~99 % at the headbox, to ~3-

7 % in the finished paper. To achieve this at the high machine speeds used in the

industry (up to >2000 m/min)3, mechanical dewatering is applied in the press

section by forcing the water out of the web using press nips. The pressing cannot

remove all of the water inside the wood fibres, so thermal drying is needed. The

thermal drying is carried out in the drying section, where the remaining water is

removed. By far the most common method is for the web to pass over multiple

cylinders with internal heating from hot steam4.

After the drying, the paper leaves the paper machine by being wound up on huge

rolls. The base paper is then sent to converters where it is turned into paper

products. The products range from printable paper such as book paper, copy

paper and newsprint, to board products like packaging, coffee cups and

containers, and tissue like toilet paper, to name only a few.

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1.1. Fibre structure and morphology

To understand the properties of paper products, it is reasonable to start with the

raw material. There are many wood species used in papermaking, but a broad

division can be made between softwoods and hardwoods. Examples of

commonly used softwoods are spruce and pine, and typical hardwoods are birch,

aspen and eucalyptus. In general, the softwood fibres are long (~2-3 mm), and

quite coarse, whereas the hardwood fibres are shorter (~1 mm), and have a

thinner fibre wall. The fibres are cylindrical, with a hollow centre called lumen.

The fibre wall is porous and consists of an intricate structure of fibrils of

cellulose, hemicellulose and lignin. Fibre wall thickness and composition vary

between the species of woods5.

Furthermore, the method of disintegration of the wood heavily influences the

resulting fibres. Chemically separated fibres are smoother and sleek, while

mechanical disintegration leads to rough, damaged fibres, with lots of small

particles and frayed fibre walls. The chemical treatment also removes most of the

lignin, making the fibre wall more porous and more prone to collapse.

The different properties of the fibres are important when deciding which fibres

should be used for a specific product. Long fibres can be used to promote

strength, while shorter fibres may be suitable for soft products. Other factors to

consider might be the availability of a certain pulp in the region or the cost3,6.

1.2. Water in paper

An important aspect of drying is to understand where in the paper structure the

water is located, and how the water behaves due to its location. Paper consists of

a porous structure of varying size-scales. There are inter-fibre pores, which are

the largest pores. In the centre of the fibre there is the lumen, which could be

considered to be a large pore. Then there are intra-fibre pores in the fibre wall,

which are smaller. Those pores are divided into macropores and micropores.

Water in inter-fibre pores and in the lumen is free water, with normal bulk water

properties. Some free water is also found in the macropores in the fibre wall. The

micropores, however, contain bound water, which freezes at a lower temperature

than bulk water, and bound water which does not freeze at any known

temperature7,8.

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The amount of water inside the fibre at saturation is known as the fibre saturation

point (FSP). It is expressed as grams of water per gram of fibre. The FSP is

measured using the time-consuming solute exclusion method. To quickly

determine how much water a fibre can hold, it is common to use the water

retention value (WRV) instead, which is determined by centrifuging pulp pads

according to an ISO-standard (23714:2014). Water that cannot be removed by

the centrifugation procedure is considered to be water inside the fibre and

fibre wall pores and is quantified. The WRV should be used with care, as it can

both over and underestimate the water inside the fibre9.

During dewatering and drying, free water is removed first, followed by freezing

bound water and finally non-freezing bound water. Drying is increasingly

difficult, partly due to the restricted heat and mass transfer in the fibre wall, and

partly due to the heat of sorption8. The heat of sorption is the heat in addition to

the heat of vaporisation which is required to evaporate bound water. The heat of

sorption increases rapidly at moisture ratios below the sorption isotherm. The

sorption isotherm defines the moisture ratio of the paper in equilibrium with the

surrounding air. It is a function of both temperature and relative humidity10,11.

1.3. Tissue paper, properties and defining characteristics

One of the many categories of paper is tissue paper. This includes toilet paper,

kitchen towels, facial tissue, napkins and similar products. These products are

low weight, often creped, converted to several plies, and embossed with patterns

for both functional and aesthetic reasons. The low weight used means that the

paper web is only two to three fibres thick. Most of the volume of the paper is

thus part of the surface in some manner, which separates tissue from most other

paper grades.

Important tissue product properties are softness, absorption, bulk, wet strength,

and appearance. The desired properties vary with the product. The softness is

most important for toilet paper and facial tissue, whereas kitchen towel needs to

be mainly absorbent. Wet strength should be high for kitchen towel, so that the

towel does not fall apart during wiping; however, toilet paper requires low wet

strength, since the product often is disposed of in water and should not get stuck

when flushed. Bulk is important for absorption, as it results in a higher inner

porosity but it may also correlate with softness3.

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1.4. The tissue paper machine

The fundamental principle of tissue paper machines is similar as for other paper

machines, although there are some notable differences. The machine starts with

the forming section. Usually the machine has a roll former configuration, where

the suspension jet is sprayed either between twin wires or between a wire and a

felt. The concentration is low, normally 0.15-0.25 % fibres, and the machine

speed is high, up to 2200 m/min. Although the grammage (grams of fibre per

square metre) is low for tissue, the headbox can be stratified, placing different

types of fibres in layers in the paper. The web is then dewatered by gravitational

forces and by vacuum suction boxes. From this point, different tissue machine

configurations deviate from each other3.

The most common configuration produces Dry Creped Tissue (DCT), but there

is also structured tissue produced by Through Air Drying (TAD), and more

recently introduced hybrid machines which produce a structured tissue paper,

but also encompass pressing in some matter, which is not part of the TAD

process. In Figure 1, schematic examples of DCT and TAD configurations are

shown.

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Figure 1. Sketch of two tissue machines. Above, a dry crepe tissue configuration, and

below, a through air drying configuration.

Continuing on in the DCT machine after forming and initial dewatering, the web

is pressed against, and transferred to, a Yankee cylinder. On the Yankee cylinder,

the paper is dried by the hot cylinder surface and impinging hot air from a

surrounding hood. The dried paper is then creped off the Yankee, which gives

the paper bulk, stretch and softness.

Many different variations of the TAD concept exist. In the basic TAD machine

concept, the web is transferred to a moulding fabric by vacuum boxes. The

vacuum sucks the wet web into the moulding fabric, resulting in a more three-

dimensional structure than DCT tissue. The moulding fabric and web then move

over a TAD cylinder, where hot air is drawn through them. This is, on most

machines, followed by final drying and creping on a Yankee cylinder12.

The moulding fabric is designed to achieve the excellent absorptions and softness

properties obtained in TAD. It must give enough support to the web, be

sufficiently permeable to allow high air flow, and be thermally stable at the high

temperatures used in through air drying. For different tissue products, the weave

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pattern design is used to control the properties. For towel tissue, the opening

should be deep and large to enable proper shaping of the web, promoting

absorption properties. Bath tissue, on the other hand, needs more contact with

the yarns to achieve sufficient contact when transferred to the Yankee, which in

turn promotes effective creping. There are numberless weave pattern designs to

suit the specific product which should be produced13.

1.5. Tissue dewatering

The major difference between DCT and TAD is the dewatering processes. The

DCT concept of both pressing and drying against a Yankee cylinder is similar to

the multi-cylinder drying of traditional paper machines. Wet pressing is an

efficient way of removing water, but this densifies the web to a significant degree.

Since bulk is an important property for tissue, the densification is detrimental to

the properties of the final product. The contact drying at the Yankee cylinder has

the same considerations as multi-cylinder drying, although at a slightly lower

temperature. After initial contact, heat is conducted from the Yankee surface to

the web. The water closest to the Yankee evaporates first, which then creates an

isolating layer of dry fibres. This makes contact drying progressively slower. The

process is sped up by the addition of the impinging hot air from the hood. The

air can be up to 700°C and is responsible for more than half of the drying on the

Yankee12.

Having no wet pressing process, much more water is left in the wet web in the

TAD process which requires substantial additions of drying energy. With

pressing, the ingoing dryness to thermal drying can be as high as 40-45 %, but in

TAD, where there is only vacuum dewatering prior to thermal drying, the ingoing

dryness is 24-32 %. This excess water in the web is mostly located in inter-fibre

pores, and as such behaves like bulk water. It is therefore relatively easy to

dewater. When the wet web resting on the moulding fabric reaches the TAD

cylinder, it is exposed to air at a temperature of up to ~250°C flowing through

them both. In this way, the wet fibres are in direct contact with the drying

medium as it permeates the web. Free water in larger pores will be displaced by

the fluid momentum, but most of the water requires evaporation. The heat from

the air will supply the evaporation energy by convection, but water inside the

fibre wall is not easily accessible. The convection will then instead heat the fibre

wall, and this drying energy will reach the inaccessible water through conduction.

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The combination of displacing easily removed water and the direct contact of the

hot air and the wet fibres results in very high drying rates. In TAD, the drying

rate ranges from 170-500 kg/(h∙m²), compared to 98-170 kg/(h∙m²) for DCT12.

The specific energy used is however much higher for TAD, close to 30 %14. The

volume of air required is substantial, with a large infrastructure of fans and air

ducts needed to transport it. Since there is much more water to remove, the

higher specific energy used is costly and limits how fast the machine can be run.

On top of that, the air is generally heated up by burning natural gas, which is a

finite resource and a source of fossil carbon dioxide.

1.6. Infrared radiation

While the topic of this thesis is through air drying of tissue paper, one of the

objectives was to combine TAD with infrared drying. An infrared camera was

also used for temperature measurements. A basic understanding of infrared

radiation is therefore appropriate to fully comprehend the approach of this work.

Infrared radiation is radiation within a certain wavelength range of the

electromagnetic spectrum. It is not visible to the naked eye, but can be felt as

heat reaching the skin from a source of radiation. Everything in our surroundings

emits radiation proportional to the fourth power of its temperature. According

to the Stefan-Boltzmann law of radiation and Kirchhoff’s law

(emitted radiation = absorbed radiation), the total radiation emitted from a black

body, i.e., an idealised body which absorbs all incident radiant energy, in

thermodynamic equilibrium can be stated as in Eq. [1].

4

BW T= [1]

Real materials do not absorb all incident radiant energy and are thus not perfect

emitters. The ratio of the emitted power to the emitted power of the theoretical

black body is called the emissivity. Most real materials have wavelength-

dependent emissivity. The emissivity can also be highly influenced by surface

properties, such as surface roughness.

These relations underline the importance of knowing the emissivity when the

infrared radiation is used for temperature measurements. For paper, the

emissivity varies with wavelength, and material properties, such as moisture ratio,

pulp type and coating. It typically ranges from 0.7 to 0.9, with all the previously

mentioned properties adding to the variation15.

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These properties are also of interest when infrared radiation is used for drying.

Just as the emissivity of paper is important for correct temperature

measurements, so is the radiative output from the infrared lamp used for drying.

Two fundamental aspects of the output from an infrared lamp are the Wien

displacement law and the absorptance of quartz glass (a common material for

halogen lamps). The displacement refers to the shift in wavelength for the energy

peak of the spectrum of a black body when temperature is changed. As seen in

Figure 2, higher temperatures move the peak of the radiation towards a shorter

wavelength. The absorptance of quartz glass is such that most, if not all, radiation

with wavelengths above 4000 nm is absorbed in the glass16.

It is also important to understand the absorption of radiation in paper and water

when considering the energy transfer by radiation. The absorption of radiation

of wavelengths in the infrared region is generally due to vibrations in molecules.

The absorption spectrum of water is seen in Figure 217-20.

Figure 2. Absorption spectra of water (blue lines), and black body emission spectra of four

temperatures (red lines). Wavelengths for the peak emissive power are indicated with black

lines.

The absorption of radiation in a wet web is not necessarily a combination of the

absorption of water and fibres by themselves. The porous structure and the

bound nature of some of the water are factors that influence how the radiation

is absorbed, and thus change the shape of the spectrum.

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In essence, all surfaces emit radiation. With the complex theoretical

considerations above in mind, the driving force for energy transfer using infrared

radiation is the temperature difference between the participating bodies, as

specified in Eq. [2]. The transferred radiation W is proportional to the difference

in the fourth power of the radiator, radiatorT and receiver temperature, receiverT .

4 4

radiator receiverW T T − [2]

All of these aspects must be considered when choosing what radiator should be

used. There are two main radiator types used in the paper industry: gas fired and

electrically powered. The gas fired radiators operate at temperatures of ~800-

1100°C. The black body radiation spectra at those temperatures have a peak fairly

close to a major absorption peak for water. The electrically powered radiator has

a much higher temperature, at up to ~2200°C. The wavelength of peak black

body radiation is farther from the absorption peak of moist paper, but the power

output is much higher, since the power is proportional to the fourth power of

the temperature. In the present work, an electrically powered radiator has been

used.

1.7. Earlier work related to the thesis subject

TAD is a rather uncommon drying technique for paper, and as such is not as well

documented as conventional multi-cylinder drying. Much of the work previously

done was either focused on determining drying rate curves and understanding

the onset of the drying rate periods; exploring the empirical relation between air

flow and pressure drop for the intricate structure of low grammage paper sheets;

or investigating the applicability of TAD for paper grades other than tissue.

Gummel and Schlünder21 developed a drying equipment where continuous

measurements of the exhaust air humidity and temperature enabled the drying

rate as a function of moisture content to be determined. This is an approach

which has been utilised in many of the investigations of through air drying. From

the collected data, mass transfer coefficients could be determined.

Polat22 and Polat et al.23 presented an extensive study on through air drying which

investigated the drying rate curves of large sets of samples with grammages

ranging from 25 to 160 g/m², using a similar methodology to Gummel. They also

varied air temperature and air flow rate. The objective was to find at what critical

moisture contents the periods of drying occurred for various types of paper and

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process conditions. Polat found that low grammage paper rarely has a constant

drying rate. Even at very low air flow rates, the drying rate goes from increasing

to decreasing and no period with a constant drying rate is observed. Polat also

deducted that Darcy’s law, often used to describe the relationship between

pressure drop and air flow rate in packed beds, is not recommended for paper,

as the inertial losses have an impact even at low air flow rates.

Recognising the importance of the drying rate curves from Polat’s work, several

investigations were performed to further the understanding of them. Chen24 and

Chen and Douglas25 studied the combination of impingement drying and

through air drying on the drying rate curve. They related moisture content to the

onset of the drying rate periods for various grammages, temperatures and air flow

rates. Drying rates were not significantly affected by providing drying as

impingement flow.

Gomes et al.26 were among the first to study the influence of non-uniformity in

through air drying. The investigation was based on drying data from Polat’s work

and on simulated flocculated sheets. From the simulations, it was concluded that

non-uniformity had a detrimental impact on drying.

In several publications by Hashemi et al.27-32, the focus was on investigating

machine formed paper and the possibility of using TAD in combination with, or

replacing, cylinder drying for other grades with a considerably higher grammage

than tissue. Hashemi also investigated the non-uniformity of drying both by

interrupting drying and spot measuring the moisture content, and by using a grid

of thermocouples mounted immediately under the sample. Hashemi et al. found

that there was a peak in non-uniformity of drying at 40 g/m², with grammages

below this acting more like a screen, and grammages above this being less

influenced by variations due to bulk. They also found that non-uniform drying

was influenced by several process parameters, where ingoing dryness was one of

the few factors not influencing the drying. They also found that furnish and sheet

structure affected the pressure drop over samples significantly, but not drying

rate curves.

Cui et al.33 presented a model aiming to find empirical relations for heat and mass

transfer coefficients. The model was evaluated with data from Polat22 and

showed good correlations. The drying of the fabric was added to the model, and

evaluated for commercial conditions by Ramaswamy et al.34. They found that the

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ingoing air temperature was an important parameter for drying rates, and that the

fabric dried out significantly faster than the sheet. An experimental set-up was

presented, with no measurements reported.

Ryan et al.35,36 and Zuo et al.37 used the set-up. It included a similar approach as

Hashemi, with thermocouples to measure the influence of non-uniformity on

various process parameters. Zuo et al. also included hot wire anemometers to

measure the non-uniformity of air flow simultaneously with the non-uniformity

of drying. They found the variation in air flow to peak earlier than the variations

in drying, and that it varied to a much lesser extent. Another important result was

the confirmation of previous findings, that vacuum dewatered sheets have much

higher drying rates than sheets couched to the same ingoing dryness.

Weineisen et al.38,39-42 studied through air drying under conditions more similar

to industrial conditions, and showed a significant influence of air temperature

and pressure drop on drying rate curves. Weineisen also developed a model for

through air drying. From the modelling work, he found that pore size distribution

was of paramount importance for the onset of drying rate periods. The creation

of bypass channels increased non-uniform drying and resulted in local areas

which dried out first.

Modak et al.43 used a modified version of the Forchheimer equation (Darcy’s law

with a term added to account for inertial losses) to study the influence of process

parameters such as refining, pressing and temperature on the viscous and inertial

flow parameters. They found a significant effect of refining on the viscous and

inertial drag coefficients which indicated the importance of web structure and

morphology. The effect diminished as moisture was removed. They also showed

the relative contribution of viscous resistance to flow as a function of superficial

velocity. Going from a velocity of <1 m/s to 5 m/s changed the contribution of

viscous resistance from ~90 % to somewhere between 30 and 60 %. In a

subsequent study, Modak et al.44 also showed that the relation between non-

dimensional numbers is complex for tissue papers. A universal relation may be

difficult to obtain.

Modak et al.45 presented an investigation of non-uniformity with computational

fluid dynamics. The effect of non-uniformity on fluid flow and heat and mass

transfer could be simulated. Zuo et al.46 continued the work with comparisons to

experimental results. Non-uniformity was induced by punching holes in

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laboratory sheets. The results indicated that increasing non-uniformity decreases

drying rates and leads to earlier onset of the period of falling drying rate.

The web-fabric interaction has been considered in Weineisen and Stenström41

and Ramaswamy et al.34 in terms of thermal properties and the removal of water

from the fabric. The obstruction of pores in the web by the yarns of the fabric

has however not been studied, for through air drying. Rezk et al.47 and Sjöstrand

et al.48 have included the obstruction in models of vacuum dewatering, obtaining

model data close to experimental data.

The combination of through air drying and infrared radiators has not been

studied previously, but the efficiency of infrared radiators and the absorption of

radiation in paper has been considered. Ojala49 among other things presented

transmissivity, reflectivity and absorptivity spectra for papers samples of varying

grammage and moisture content. Pettersson16 established a multilayer model for

the absorption of infrared radiation in paper and studied the efficiency of

industrially used radiators. Seyed-Yagoobi and Wirtz50 provided experimental

data from thermocouples embedded throughout the thickness direction of

samples exposed to infrared drying.

In regards to measurement technology, thermography and near infrared (NIR)

imaging has been suggested by many researchers as a way of indirectly studying

the water content in paper51-54. It is also used as a diagnostic tool in the industry55-

57. It has, however, not been used in any extensive investigation of through air

drying.

The possibilities with a thermographic method would fit several of the less

explored aspects of through air drying. The high-resolution surface temperature

measurements could offer new insight into drying non-uniformity, stemming

both from formation and web-fabric interaction. With a carefully selected range

of pulps and grammages, morphological and structural aspects would also be

explored. Finally, combining through air drying with infrared drying is a

promising idea, that has not been considered previously.

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2. Objectives

The objectives of this thesis were to characterise and quantify several aspects of

through air drying:

− The influence of formation on non-uniform drying and air flow through low

grammage sheets. (Paper I-II)

− The influence of grammage and pulp type on non-uniform drying and air

flow through low grammage sheets. (Paper III)

− The influence of web-fabric interaction on non-uniform drying of low

grammage sheets. (Paper IV)

− The addition of infrared drying to through air drying of low grammage sheets.

(Paper V)

To achieve these objectives, a method based on thermography was developed in

order to study the dynamics of through air drying with a high spatial resolution,

whilst at the same time measuring the important process related parameters.

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3. Materials and methods

3.1. Laboratory drying equipment

A piece of laboratory drying equipment was developed which was capable of

drawing air through a sample and forming wire, while continuously measuring

the temperature changes of the sample surface during the drying process. The

basic equipment was continuously modified to suit the requirements of the

current study. A schematic representation of the equipment, in the set-up used

in the study described in Paper V, is seen in Figure 3 and Figure 4 (depicting the

sample placement).

Figure 3. A sketch of the drying equipment and the measuring equipment (dimensions are

not to scale).

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Figure 4. Top view (A) and cross section side view (B) of the sample arrangement in the

equipment. The side view illustrates in what order the components were stacked. In the top

view, the analysed area (~40×40 mm²) is also drawn (dimensions are not to scale).

There were slight variations to the experimental procedure which are explained

in the papers. For the general case, the equipment was placed in a conditioned

environment (23 °C, 50 % RH), and a wet sample (13) was placed on a plastic

film (12) resting on a wire (11). The plastic film had a rectangular opening which

defined the drying area. A frame (14) was closed to restrain the sample in one

direction. The wire was connected to a fan (10), but a pneumatic valve (8)

separated the sample from the fan. Between the fan and the pneumatic valve

there was a Venturi pipe (9), with two pressure transmitters (6,7) connected to it:

one upstream of the Venturi pipe and one in the constricted part. There was also

a pressure transmitter (5) measuring the pressure drop over the sample and the

wire. All three pressure transmitters were connected to a data acquisition system

in order to convert the analogue signal to digital. An infrared camera (1) and a

HumidiProbe (2, measuring relative humidity and air temperature) were mounted

over the sample. All measuring equipment was connected to a computer (3)

where all logging was done. After the frame was closed, the logging began and

the pneumatic valve was opened which allowed air to flow through the sample

and the wire. The air flow was maintained for much longer than the expected

drying time, usually roughly 70 seconds, after which the valve was closed and all

logging was stopped. Finally, a piece of the dried sample was cut out from the

sample and weighed to determine the resulting dryness.

For Paper IV and V there were some noteworthy modifications. The fan was

substituted for an industrial vacuum cleaner to allow for a significantly higher

pressure drop over the sheet and the wire. Thus, samples with lower ingoing

dryness, which required a higher pressure drop, could be dried.

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For Paper IV, two commercial TAD fabrics and a model surface with well-

defined openings were used instead of the forming wire. Both TAD fabrics had

a 5 shed 1,4 pattern with different yarn diameters (300 and 350 µm). One is

commercially used for bath tissues and one for both bath and towel tissues58,59.

The fabric with wider yarns, used for bath and towel tissues is henceforth

denoted TAD1 and the other is denoted TAD2. The model surface was a metal

sheet (resting on TAD1) with a regular pattern of holes with a diameter of 2 mm.

For Paper V an infrared radiator was added to the equipment. The radiator was

a wolfram coil in a halogen filled quartz glass tube which was fitted with a

reflector. The power was measured at the power plug in the wall. Four different

power levels were repeatedly used.

More details regarding the equipment can be found in the papers.

3.2. Thermographic method

The infrared camera captured the time dependent surface temperature of the

sample. Drying is an endothermic process and the evaporation of water resulted

in a drop in sample surface temperature. Since each pixel in the detector in the

camera captures radiation from a local area, the spatial variations in temperature

can be captured as a function of time. Figure 5 shows six frames of a drying

sequence captured with the infrared camera.

Figure 5. Example of the time-dependent spatial variation in surface temperature during the

drying process (six frames from a captured drying sequence).

The frames show how the surface temperature varies with time. Frame A is right

before the pneumatic valve was opened, B is immediately following the opening

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of the valve, C-E are during the drying and F is when the drying was considered

finished. The spatial variation of the temperature is a result of the nonuniformity

of the drying which can be a consequence of the formation of the sample and/or

local variation in moisture distribution and air flow.

In Frame F, where the drying is completed, there are very small variations in

temperature as there is no ongoing evaporation lowering the temperature. When

looking at the mean temperature of the sample, the drying sequence is easily

distinguished, as seen in Figure 6.

Figure 6. An example of the mean surface temperature of a sample as a function of time.

When the drying is initiated, the mean temperature immediately drops to a

minimum (in this case, close to the estimated wet bulb temperature) and then

slowly rises as cooling from the evaporation progressively diminishes. When no

more evaporation occurs, the temperature of all the pixels levels out at the

temperature of the drying air. The temperature plateau and uniformity can thus

be used to determine the drying time of the sample. The coefficient of variation

(CoV) of the temperature, defined as the standard deviation of surface

temperature divided by the mean surface temperature, was determined as a

function of time. Finding when it reached a constant value was used as a criterion

for the determination of the quantitative drying time and when the evaporation

process was considered to be finished.

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The local drying time of individual pixels could not be determined in the same

way, as there naturally is no standard deviation when only one pixel is analysed.

Instead, the temperature plateau was used for this. For the individual pixels, the

drying criterion was defined as when the temperature had increased 95 % of the

way from the minimum temperature minT to the mean temperature of the

temperature plateau plateauT (taken as a mean from three seconds close to the end

of the captured sequence), as seen in Eq. [3].

( )

( )95

frame min

dry frame

plateau min

T Tt t   when   %

T T

−= [3]

The drying time dryt was set as the time stamp framet of the first frame which

satisfied the criterion (with frameT as the temperature of this frame). The 95 %

resulted in a slight underestimation of the drying time of pixels, but was chosen

to avoid disturbance from high-frequency measurement noise. Since the relative

difference in the drying time of individual pixels was of interest, the

underestimation was deemed insignificant. To further improve the precision, the

method was modified to include the smoothening of the temperature curve with

a moving average from Paper III-V. A comparison of the criteria for the entire

dried area and the individual pixels is seen in Figure 7 (from Paper I).

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Figure 7. A comparison of the drying time criteria for individual pixels and the entire analysed

area. For this comparison, the mean drying time of all the pixels was used.

In this comparison, the underestimation of the drying time can be seen, but it

should also be noted that the mean drying time of all the individual pixels should

not be equal to the drying time of the entire analysed area, since the drying time

of the entire surface should be close to the slowest drying pixels. However, if the

drying time of the slowest pixel would be chosen as the drying time of the entire

area, there would be a large impact from outliers, which could be a single pixel

out of close to 100 000 pixels. The drying criterion was tested by stopping the

drying at various times before and after the estimated drying time, and the dryness

being measured. The criterion reliably indicated the time when the dryness was

reached that was also obtained after very long (~70 seconds) exposures to air

flow.

For Paper V, where an infrared heater was added to the drying system, the

temperature curves behaved differently, as the cooling of the evaporation was to

some extent obfuscated by the increase in temperature from the infrared heating.

For these samples, the CoV was not consistent between pulps, thus the criterion

proved inadequate to reliably pin-point the deflection of the temperature curve

for all the samples. Several numerical criteria were investigated with equally poor

results. Instead, a manual method had to be opted for. The temperature curves

of the samples were arbitrarily plotted (to avoid bias) and the drying time was

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manually determined. The drying time was plotted on the curve and could then

iteratively be moved until a satisfactory placement on the deflection point was

found. An example of a comparison of the numerical criterion from earlier

papers and the manually determined drying times is seen in Figure 8.

Figure 8. Example of a comparison of drying times from a numerical criterion (circles) and

manually determined drying times (crosses) for three arbitrary samples of three different

grammages made from two different pulps.

The poor precision of the numerical criterion is evident, as the drying times from

the numerical criterion both over and underestimate the drying times. To ensure

the consistency of the manually determined drying times, a comparison is also

seen in Figure 9, where three samples of the same grammage and pulp are

included.

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Figure 9. Comparison of drying times from a numerical criterion (circles) and manually

determined drying times (crosses) for three arbitrary samples of the same grammage and

pulp.

The manually determined drying times showed significantly less variations than

the drying times from the numerical criterion. It was decided that the manual

method was adequately reliable for the samples dried with added infrared heating.

3.3. Flow measurements

The air flow and pressure drop over the sample and the wire were obtained from

the readings from the three pressure transmitters. The air flow was calculated

from the pressure transmitters connected to the Venturi pipe in accordance with

equations from Blevins60.

The air flow and the pressure drop quickly reached a constant level, often even

faster than the determined drying time. This constant level was used to evaluate

the properties of the dry samples. Vomhoff et al.61 suggested a modified version

of Darcy’s law with two fundamental differences. Firstly, they substituted the

grammage for web thickness in order to account for the influence of variations

in density and fibre material at a given thickness. Secondly, the viscosity ,

grammage w , and permeability k were considered together as a resistance to

flow TotR which could be separated into two parts: one from the web wR , and

one from everything else in the system R (in the present case, mainly the wire).

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This modified version of Darcy’s law and the definition of the modified

permeability is seen in Eq. [4] and Eq. [5].

1 Tot w

m

m P P P

A R (R R)w R

k

= = =

+ +

[4]

m

w 0

k w wR a(w w )

= =

− [5]

The mean mass flow of the air m and the mean pressure drop P over the

sample and the wire were taken from the constant part of the measurements at

which point the sample was dry. The density of the air at atmospheric pressure

1 was taken from the literature and the area A was defined by the plastic film

between the sample and the wire. To obtain the modified permeability mk the

sample’s resistance to flow had to be separated from the flow resistance of the

rest of the system. This was done by measuring the air flow and pressure drop

while no sample was on the wire. This could be interpreted as grammage w 0= ,

resulting in TotR R= . The flow resistance of the system was subtracted from

the calculated total resistance of the sample and the system to leave only the

sample’s resistance to flow from which the modified permeability could be

determined. TotR had a linear relationship with the grammage for all the pulps

and wR could thus be described as in the right-hand side of Eq. [5], where a is

the slope of the curve and 0w the threshold grammage where wR 0= .

3.4. Raw materials and samples

A wide range of commercial unrefined bleached chemical pulps were used in

Papers I-V. In Papers I and II, a hardwood pulp of mainly birch and aspen was

used for all samples. In Paper III, a hardwood pulp of acacia from April, a

hardwood pulp of eucalyptus from Fibria, a softwood pulp of spruce from Södra

and a softwood pulp of spruce and pine from Stora Enso was used. In Papers IV

and V, a softwood pulp of spruce and pine from UPM and a hardwood pulp of

eucalyptus from UPM was used.

The grammages ranged from 15 to 60 g/m², with more of an emphasis on the

lower part of the range, where most tissue products would be placed. The

samples with 60 g/m² were included, so that low grammage results could be

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compared to a grammage where paper could be assumed to show more bulk

properties.

Samples were made on a Finnish standard laboratory sheet former, according to

ISO 5269-1 up until the couching of the sheets. The couching was adapted to

allow handling of the low grammage samples through achieving sufficiently high

web dryness. Here, the number of blotting papers and the couching time was

varied. For each pulp and grammage, a suitable combination was found to retain

as much moisture as possible while still ensuring that the delicate sheets could be

removed from the forming wire. The samples were taken from the sheet former

to the experimental equipment, where all drying took place.

In Paper III, samples with bad formation were intentionally formed. This was

achieved by prolonging the delay time between the mixing of the furnish with

the water in the sheet former and the initiation of the sheet dewatering. The delay

time was increased from 10 seconds to 100 seconds, which allowed the fibres to

flocculate.

For every combination of pulp, grammage and other varied parameters in Paper

I-V, at least five samples were dried on the experimental equipment. There were

also reference samples arbitrarily chosen from the stack of samples. One to two

of them were not dried on the experimental equipment, but instead immediately

weighed, dried in an oven at 105°C for 24 hours, and then weighed again. From

these weights of the reference samples, grammage and ingoing dryness could be

calculated. The ingoing dryness, in combination with the outgoing dryness of

each sample, was used to determine the mass of removed water.

3.5. Drying rates

The drying rate is a common way to quantify and compare drying. The drying

rate is typically presented as the mass of water removed per hour and square

metre (area specific drying rate). This is convenient for the industrial process

where it is important to know how much water is removed per available drying

area; however, when the efficiency of the drying process is of interest, it is more

relevant to know how much water is removed per hour and mass of fibres (mass

specific drying rate).

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The area specific drying rate (ASDR) is defined as Eq. [6] and the mass specific

drying rate (MSDR) is defined as Eq. [7].

rm

2

dry

m kg waterASDR 3600

A t m h

=

[6]

rm

dry

m 1 kg waterMSDR 1000 3600

A t w kg fibre h

=

[7]

The removed water rwm is calculated from the dryness measurements of the

samples and the references. The dried area A is defined by the plastic film

between the samples and the wire. The drying time dryt is obtained from the

surface temperature recorded by the infrared camera. The grammage w is

determined from the references.

Consider a case where the grammage is doubled and the speed of the machine is

kept constant. The drying time will be approximately doubled if the energy

transfer is kept constant, but that will still result in the same area specific drying

rate, as both the mass of the water and the drying time is doubled. For the mass

specific drying rate, the value is halved. The efficiency of the drying is thus better

assessed by using the mass specific drying rate.

3.6. Formation

The formation was measured using a β-radiogram method. The sample is placed

in a frame and then exposed to spatially uniform radiation. A radiation sensitive

film on the backside of the sample is exposed to the transmitted radiation. For

β-radiation, the transmittance is only mass-dependent. On the frame, there is a

reference strip with several precisely known grammages. When the radiation

exposure is finished, the film shows a grey-scale image which represents the local

intensity variation of the received radiation. The film is scanned on a flatbed

scanner and thus a digital image is obtained. Basically, the coefficient of variation

for the grey-scale could be used as a measure of formation, but for paper it is of

interest to know how much different length-scales of the variation contribute to

the formation. A fast Fourier transform is performed to get the contribution

from small-scale variations (0.3-3 mm), large-scale variations (3-30 mm) and over

the total range (0.3-30 mm), as explained by Norman and Wahren62.

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The formation numbers of samples of good formation and bad formation are

shown in Figure 10 and Figure 11 respectively, with higher values indicating

worse formation.

Figure 10. The formation numbers of HW

samples with good formation as a function of

grammage (Paper II).

Figure 11. The formation numbers of HW

samples with bad formation as a function of

grammage (Paper II).

The formation of the samples which were allowed to flocculate was clearly worse

than the regular samples. The total formation number was higher for all

grammages and for both small-scale and large-scale variations. There were some

differences for the different scales. The small-scale formation numbers increased

for the samples with bad formation, but decreased with grammages in the

samples of both good and bad formation. This was not the case for the total

formation numbers and large-scale numbers where there was a significant

increase from 25 g/m² upwards. The method to induce bad formation, while

generally successful, seemed to worsen the large-scale formation to a much

greater extent at higher grammages.

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3.7. Estimation of added energy

It was assumed that the recorded surface temperature of the sample was equal to

the outgoing air temperature. Thus, there was a ΔT between the ingoing and

outgoing air temperature. With this assumption, the energy supplied by the air

could be calculated from the air flow rate G, the temperature difference between

the air and the sample surface ΔT, the specific energy of the air cp and the

differential time dt as specified in Eq.[8].

dry

transferred,air p

0

t

E G(t) T(t ) c dt

t

= [8]

This energy estimation was assumed to be applicable for all the samples dried

with no added infrared radiation. For the samples dried with additional infrared

radiation, it was hypothesised that the total power transferred to the sample could

be estimated from the geometrical assumptions of the infrared radiators specified

in Paper V, in combination with the corresponding added energy from the air.

This was an approximation of the complex energy transfer when through air

drying is combined with infrared radiation. The power supplied per gram of

removed water was calculated and is specified in Eq.[9].

( )transferred,air geometry

tot

dry rw

E EP

t m

+=

[9]

In the equation dryt is the drying time and rwm is the mass of the removed water

per square meter.

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4. Results and discussion

Results regarding the air flow are presented first in order to establish the drying

conditions and understand the capabilities and limits of the drying equipment.

Findings on the drying non-uniformity are then presented and discussed. After

that, the temperature data, air flow data and the addition of infrared radiation are

combined in the evaluation which focuses on understanding the effect on the

drying rates and how it is influenced by the sample structure and process

conditions. Finally, the energy utilisation is evaluated in terms of how it relates to

theoretical required energy and how it is affected by additionally supplied energy

through infrared radiation.

4.1. Air flow

The behaviour during the drying varied between the different trials. Both the air

flow and the pressure drop quickly reached a constant level in Papers I-II, often

within a second or two, which was much faster than the drying time. An example

from Paper I is shown in Figure 12.

Figure 12. Example of the air flow rate as a function of time for a set of hardwood samples

with different grammages. The maximum air flow rate (No sheet) and the drying time is also

plotted (Paper I).

These samples had the highest ingoing dryness of all the trials and the dryness

was close to typical WRV values. It could be expected that very small or no

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amounts of water were present in the inter-fibre pores. The drying was thus only

a matter of drying out the fibre wall, which would not significantly change the

restriction of air flow. When the ingoing dryness was lower, as in Papers III-V,

the air flow and pressure drop took longer to reach a constant level, as seen in

Figure 13 for two samples. In Figure 14, the mean pressure drop of the dry

samples from Paper III is seen.

Figure 13. Temperature and air flow rate as

a function of time for two pulps, namely

spruce and acacia, with a grammage of 35

g/m² (Paper III).

Figure 14. Pressure drop of dry samples

from different pulps, as a function of

grammage (Paper III).

Hardwood samples at higher grammages especially deviated from the fast

behaviour from Papers I-II and they also took a much longer time to dry. The

two samples in Figure 13 have the same grammage but are made from different

pulps. The mean surface temperature is also plotted to show how it relates to air

flow in terms of time dependence. It is evident that the pulp type has a great

impact on the air flow, which is expected due to the porosity differences. The

short fibres in the hardwood pulps formed very dense samples with low porosity.

The lower dryness resulted in a slower increase in air flow and the same was

found for the pressure drop. Clearly, exceeding the moisture content that can be

held in the fibre wall has an impact on the air flow.

In Figure 14 the pressure drop over the wire and the dried samples from four

different pulps and five grammages is shown. Also shown is the pressure drop

with no sample on the wire and with the wire covered with an impermeable

plastic film. For all grammages, the hardwood pulps showed the greatest pressure

drop with the highest drop for an acacia pulp. With increasing grammage, the

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hardwood pulps even came close to the maximum pressure drop possible from

the fan. This indicated that the permeability was very low, since the samples

behaved almost like the impermeable plastic film. It also resulted in very low air

flow and a not TAD-like process. When the flow resistance was plotted against

grammage, it was further emphasised that these samples deviated, as seen in

Figure 15.

Figure 15. Total flow resistance as a function of grammage for samples from a selection of

pulps (Paper III).

The total flow resistance increase was very close to linear with grammage. Here

it was interesting to note that when the flow resistance from the measurements

with only the wire were plotted as a line, there appeared to be a shared

interception of the linear approximation of all the pulps. This threshold

grammage was close to the fibre grammage of the pulps, i.e. the grammage of a

single layer of fibres. It could be inferred that the fibres pose no real resistance

to the flow until a sufficiently high grammage is reached which corresponds to

when the sample would consist of on average at least one fibre in thickness

direction. Below that, the obstruction of the air flow by the fibres is not enough

to lower the air flow. The acacia samples with high grammage are greyed out, as

their drying behaviour was not relevant for through air drying studies.

As specified in Eq. [5], the modified permeability could be obtained from the

flow resistance calculations. It could also be modelled from a simple linear

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approximation of the total flow resistance. The modified permeability, as

determined from the flow and pressure drop data and from the model is plotted

in Figure 16.

Figure 16. Modified permeability as a function of grammage for samples from Paper III.

The samples from different pulps, as expected, had different modified

permeability. Interestingly, the modified permeability was still a function of

grammage, despite the fact that it had been normalised with the grammage. At

the higher grammages, the modified permeability appears to be a bulk property,

where grammage becomes irrelevant. At the lower grammages, however, the

modified permeability becomes highly dependent on grammage. This is a clear

indicator that the properties of low grammage sheets are fundamentally different

from the bulk properties obtained at higher grammages.

4.2. Non-uniformity in drying

The possibility to characterise non-uniform drying was one of the advantages of

using an infrared camera to study TAD. The non-uniformity could be caused by

a number of factors, but here the influence of the formation and the interaction

between the sheet and the wire were investigated.

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To qualitatively visualise the non-uniformity, a contour plot of the locally

determined drying times was generated. The pixel coordinates in the detector

each represented a small share of the viewed area. A map of the analysed area

was obtained and the colour represents the drying time. A representative example

of a drying time map for a sample from Paper I is seen in Figure 17.

Figure 17. Example of a drying time map of a HW sample with 45 g/m² grammage, from

Paper I.

The local drying times vary by several seconds over the analysed area. Since the

entire paper must be dried in the industrial process it needs to be dimensioned

to accommodate the drying of the slowest parts. A lot of energy will be spent

overdrying areas already sufficiently dried. The spatial distribution of the varying

drying times results in a pattern of some different length scales. There is a grainy

part of the pattern with characteristic lengths of around 1-3 mm. This variation

is attributed to small-scale formation. There is also a larger part of the pattern

with variations over several cm. For instance, there is a cluster of longer drying

times in the bottom right corner and an area of generally shorter drying times in

the top right corner. These variations are likely due to other reasons than

formation, as the large-scale formation of these samples were very good. Two

plausible explanations for these kinds of variations are the uneven distribution of

moisture or the uneven densification of the sample. Both are naturally occurring

during handsheet making and handling.

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While variations were clearly seen in the samples with good formation, it could

be expected that bad formation would result in a changed pattern and possibly

larger variations. A representative example of a drying time map for a sample

with bad formation from Paper II is seen in Figure 18.

Figure 18. Example of drying time map of a HW sample with 45 g/m² grammage and bad

formation from Paper II.

The patterns of the samples with bad formation were indeed somewhat different.

The grainy part of the pattern had slightly longer characteristic lengths, which is

analogous to the formation numbers, where the large-scale formation was much

worse for the samples with bad formation, especially at higher grammages. The

spatial distribution of the drying time variations clearly changed, but the drying

time of the entire analysed area was not significantly changed. The samples in the

investigation of the formation had a dryness close to 50 %, and thus it was

inferred that the detrimental effect of drying non-uniformity on global drying

time found in the literature was only a factor when water was present in inter-

fibre pores prior to drying. At dryness close to FSP, the formation had little or

no impact on the drying time, regardless of the non-uniformity of the drying.

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To quantitatively show the increased drying non-uniformity with bad formation,

the CoV of the surface temperature during drying was determined. The CoV was

higher for the samples with bad formation for all grammages, as seen in Figure

19 and Figure 20.

Figure 19. CoV of surface temperature as

a function of time during drying for a

selection of samples with good formation

(Paper II).

Figure 20. CoV of surface temperature as

a function of time during drying for a

selection of samples with bad formation

(Paper II)

The higher CoV implied that there was a higher variation in temperature during

the drying of the samples with bad formation, but as mentioned, the drying time

was generally not significantly affected. This quantitative observation thus

seemed to confirm the qualitative observation of the drying time maps.

When the interaction between the sample and the TAD fabric was investigated,

one model surface and two TAD fabrics were used. The model surface, with its

well-defined holes, enabled a visualisation of an extreme case, where large parts

of the analysed area were completely blocked from direct air flow. Note that the

analysed area was much smaller and the spatial pixel resolution much higher. In

Figure 21, a drying time map of a HW sample with low grammage is seen.

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Figure 21. Example of a drying time map of a HW sample with 15 g/m² grammage on the

model surface from Paper IV.

The samples dried on the model surface were made in a similar fashion to the

samples in the formation trial, and thus would have the same non-uniformity in

drying. This was however, as intended, completely obscured by the local variation

in drying time as an effect of the design of the model surface. The difference in

drying time between the open and blocked areas was substantial. From the centre

of an opening to the middle of the blocked bridge between two openings, there

was just over a mm in distance, but the drying time varied by ~4-5 seconds. Since

there is very little lateral movement of moisture due to diffusion, the fact that the

blocked areas still dry out implies that there is air entering the sample over the

blocked area and flowing laterally to the opening, transporting moisture out of

the blocked area. The drying time difference is larger for HW samples, indicating

that the lateral permeability is important for the drying time of the blocked areas.

The model surface shows this effect for the extreme case. When a TAD fabric

was used, the drying time variation was present but much less emphasised, as

seen in Figure 22.

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Figure 22. Example of a drying time map of a HW sample with 22 g/m² grammage on TAD

fabric 1 from Paper IV.

The pattern was not at all as obvious as the one from the model surface. The

TAD fabrics have much finer structures and were therefore not as easily

discerned and were also more obfuscated by the large-scale variations in the

sample (note the difference in the colour bar limits). There were possibly some

traces of the TAD fabric in the pattern, but to properly see it a median filter was

used to remove the large-scale variation. Those variations were of no interest for

the influence of the fine TAD fabric structure on the drying time variation. With

the filter applied and the median values subtracted from the corresponding local

values, the map instead became a drying time deviation map, showing only small-

scale deviation from the median image, as seen in Figure 23.

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Figure 23. Example of a drying time deviation map of a HW sample with 22 g/m² grammage

on TAD fabric 1 from Paper IV.

The emerging pattern showed spots of longer drying time in diagonal lines over

the entire analysed area. These diagonal lines were very similar, both in angle and

length, to the diagonal lines of knuckles in the fabric. The contact at the knuckles

appeared to slow down the drying up to close to a second. The areas in between

the knuckles showed a more even drying, even though some areas were

completely open, and some had fabric yarns in the way (but not in contact).

Since the model surface measurements had shown differences between the HW

and SW pulps, the drying time maps from the two pulps on the TAD fabrics

were compared. A drying time map of a SW sample of the same grammage and

with the same underlying TAD fabric as the HW sample in Figure 22 is seen in

Figure 24.

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Figure 24. Example of a drying time map of a SW sample with 22 g/m² grammage on TAD

fabric 1 from Paper IV.

The large-scale variations obfuscating the influence of the fabric structure were

even more pronounced for the SW sample. There was no easily discerned pattern

from fabric. Just as with the HW samples, a median filter was applied, resulting

in the drying time deviation map depicted in Figure 25.

Figure 25. Example of a drying time deviation map of a SW sample with 22 g/m² grammage

on TAD fabric 1 from Paper IV.

Here, it was much more difficult to see any pattern related to the fabric. The

comparison showed similar results as for the model surface, where it appeared

that the SW samples were much less sensitive to non-uniform drying caused by

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the fabric. The more open structure of the SW samples, largely an effect of the

coarser fibres, is believed to be of great importance here, since it both gives

higher lateral permeability and results in much fewer contact points between the

web and the fabric knuckles.

The analysis of the web-fabric interaction showed that quite large differences in

local drying time occurred when parts of the dried area were blocked.

Quantitatively the drying times varied by up to a second over short distances,

which represented a more than 10 % longer drying time for parts of the sample.

The standard deviation of local drying time was used as a way to compare the

samples of different pulps and possibly the different TAD fabrics. A mean

standard deviation was calculated from all samples of a certain pulp, grammage

and fabric combination. The mean standard deviation as a function of grammage

is seen in Figure 26.

Figure 26. Mean standard deviation of local drying times as a function of grammage (Paper

IV).

For both fabrics and the model surface, the difference in standard deviation for

the two pulps was consistent. The HW samples always had a higher standard

deviation, which was expected from the results of the qualitative analysis. When

the two fabrics were compared, the results indicated that samples dried on TAD1

(with coarser yarns) had lower standard deviation than the TAD2 samples.

However, the difference was very close to the resolution in drying time, and its

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accuracy must therefore be considered uncertain. Considering the similarities

between the two fabrics, with the same weave pattern and only small differences

in yarn thickness, it was not surprising that the standard deviation differences

were small.

4.3. Drying times and rates

The spatial distribution of drying times was a great benefit of using the infrared

camera, but it was also interesting to look at the drying of the entire analysed area

as such. Since the drying time will be heavily linked to the ingoing dryness, which

varied between samples of different grammages, pulps and between trials, the

area specific and mass specific drying rates (ASDR and MSDR) were used when

comparing the drying of the analysed area. For samples of all grammages of both

good and bad formation from Paper II, the ASDR as a function of formation

number is seen in Figure 27.

Figure 27. Mean area specific drying rate as a function of formation number of all samples

with good and bad formation (four different grammages from Paper II).

The ASDR illustrated that the bad formation did not have a significant effect on

the drying of the samples in Paper II. There was no trend to be found between

the ASDR and the formation number. As discussed previously, this is believed

to be a consequence of the relatively high ingoing dryness. With little or no water

in the inter-fibre pores, the formation did not significantly affect the drying rate,

even though the non-uniformity increased as discussed in the previous chapter.

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When the influence of grammage was considered, it was more relevant to use the

MSDR, i.e. how much water was removed per hour and kg of fibre. In Figure 28,

the MSDR as a function of modified permeability is seen for all grammages and

pulps from Paper III (excluding acacia samples with a grammage of 60 g/m², due

to previously mentioned limitations of the drying equipment).

Figure 28. Mass specific drying rate as a function of modified permeability for all pulps and

grammages from Paper III.

For the higher grammages, there was a significant impact of the modified

permeability on the MSDR. Interestingly, this dependence decreased with

decreasing grammage and for the lowest grammage it had completely

disappeared. This means that at the lowest grammage, the drying rate was not

affected by the air flow rate. Increasing air flow would thus not increase the

drying rate. This independency of grammage observed in the grammage range is

very relevant for tissue products and for a large variety of pulp fibres, all of which

are also commonly used in the tissue production.

The MSDR results in Paper IV, where a HW and SW pulp was compared,

replicated this behaviour with similar rates for low grammage samples with

significantly varied morphology. The bottleneck for the drying rate was not an

insufficient supply of air. Instead, it is suggested that the energy transfer from the

air to the fibre wall and then through the fibre wall to the water was the limiting

factor.

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To get around the proposed bottleneck of energy transfer, an infrared radiator

was added to the experimental equipment. The hypothesis was that energy

transfer from the radiation would remove the bottleneck as the radiation could

more readily reach the moisture in the fibre wall. In Figure 29 and Figure 30, the

mass specific drying rates as a function of radiator power can be seen for the two

pulps and four grammages from Paper V.

Figure 29. Mass specific drying rates as a function of power level for the HW samples of all

grammages from Paper V.

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Figure 30. Mass specific drying rates as a function of power level for the SW samples of all

grammages from Paper V.

For the low grammages, which are relevant for tissue making, the MSDR

increased with the addition of infrared radiation. The improvement rate of

MSDR seemed to diminish as the radiation power was increased. Doubling the

radiator power did not double the improvement. An optimal power level

appeared to exist where the improvement was maximised in relation to the power

consumed by the radiator. This indicated another bottleneck, where adding more

power did not evaporate the moisture faster. At higher grammages, the

improvement was not as pronounced. The highest grammage samples, especially

the SW samples, had unintended high variations in the achieved grammage and

ingoing dryness which explains why those samples behaved inconsistently. The

results were generally very similar for both pulps.

There is an interesting possibility for a more energy-efficient process layout when

using infrared radiators. This is also mentioned by Pettersson16. Industrial

electrical radiators need cooling air for the radiator (lamps) and as much as 35 %

of the supplied power is lost in the form of heated cooling air. If the outgoing

heated cooling air could be utilised in the through air drying process, the

efficiency of the entire drying process could be substantially improved.

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4.4. Energy utilisation

Since a lot of temperature data was collected from the infrared camera, it was

investigated to establish if this data could be used to determine how much energy

had been utilised for the drying. By integrating the specific energy of the air

multiplied by the air flow and the temperature difference between the drying air

and the surface of the sample over time, the total energy transferred from the air

was estimated. This was compared to the calculated energy needed to evaporate

the total mass of removed water, as seen in Figure 31.

Figure 31. Calculated energy added from the air as a function of energy required to

evaporate all the removed water (Paper III).

From the fairly simple estimation, it was shown that the energy values

corresponded quite well, but the required energy was consistently slightly higher.

It was speculated that some of the water was not evaporated but rather displaced

by the momentum of the air flow. It was deemed a reasonable assumption that

the displaced water could be the water outside of the fibre walls. Measured WRV

was used to estimate the water in the fibre wall and the energy required to

evaporate this water was plotted, as seen in Figure 32.

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Figure 32. Calculated energy added from the air as a function of energy required to

evaporate fibre wall water, according to WRV measurements (Paper III).

The estimated energy from the air flow and the temperature data correlated even

better with the energy required to evaporate the mass of water present in the fibre

wall, as estimated from the WRV measurements. This corroborates the

assumption that the free water in the inter-fibre pores was displaced by the

momentum of the air flow. It implies that the very high drying rates generally

obtained in TAD are partly achieved by physically displacing large parts of the

water present in the web when it enters the drying section. The temperature data

could thus be used to estimate drying rate curves for the drying of the fibre wall.

The addition of an infrared radiator enabled more energy per second to be

transferred to the sample. To compare the efficiency of the additional energy

transfer, the estimated energy supplied from the drying air was calculated for

samples with no additional infrared radiation. The estimated energy supplied by

the radiator was then compared by plotting the energy per second and the grams

of removed water (kW/g) as a function of the drying time, as seen in Figure 33.

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Figure 33. Estimated power divided by the removed water, reaching HW and SW samples

as a function of drying time. The theoretical required power and an example of industrial

TAD values are included for comparison. Note the logarithmic scale.

The supplied power per gram of removed water was low for samples with long

drying times, but increased quickly as the lower drying times were approached.

Interestingly, the two pulps, although different in regards to the mass of removed

water, the air flow and the drying time, lined up very well when the estimated

supplied power per gram of removed water was considered.

Decreasing the drying time required increasingly higher power and did not

discriminate between the different pulp types, grammages or ingoing dryness.

The samples with no infrared radiation were generally close to the theoretical

power required which was calculated from the latent heat of vaporisation. With

added infrared radiation, the power increasingly deviated from the theoretical

power required, indicating lower efficiency of the supplied power. The deviation

appeared to extrapolate towards a similar efficiency as the industrial process. The

samples underneath the theoretical curve were believed to be explained by the

non-evaporative dewatering mentioned in the initial energy utilisation estimation.

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5. Conclusions

The influence of grammage, pulp type, formation, web-fabric interaction, and

infrared radiation on the non-uniformity and the drying rates of through air

drying was investigated. A thermographic method to study through air drying

was developed. The method allowed for high spatial resolution which enabled

local drying times to be determined on length-scales as small as 0.079 mm. The

method also included air flow and total drying time measurements which allowed

for the determination of drying rates and sample permeabilities.

Sheet structure properties and grammages had a large influence on the

measurement results. The modified air permeability at lower grammages was a

function of grammage in contrast to the constant permeability obtained at higher

grammages. At very low grammages, there also appeared to exist a threshold

grammage which was close to the fibre grammage, below which no resistance to

flow could be expected.

Web formation and web-fabric interaction influenced the non-uniformity of

drying. Samples with bad formation showed higher non-uniformity during the

drying, but this did not have an impact on the total drying time, in contradiction

to some findings in the literature. For hardwood samples, the web-fabric

interaction resulted in longer local drying times in the areas in contact with the

knuckles of the fabric weave. In contrast to that, the softwood samples did not

clearly show discernible drying time patterns that could be associated with the

weave pattern.

Average drying rates were not influenced by the formation in these experiments,

presumably because of the relatively high ingoing dryness. Surprisingly, mass

specific drying rates were a function of permeability, i.e. the air flow through the

sample, only at higher grammages, but not at lower grammages. Here, drying

rates could thus not be increased by increasing air flow, for example, by having a

different fibre type. This was consistently found throughout the papers where

the mass specific drying rate was considered.

The addition of infrared radiation increased the drying rates. When the power

was further increased, the corresponding increase in the drying rate was less than

proportional. For the samples with no added radiation, the estimated energy

supplied by the air correlated well with the theoretical energy required to

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evaporate the mass of water located inside the fibre wall. With the addition of

infrared radiation, the estimated power supplied per gram of removed water

showed an indiscriminate relationship with the drying time, with both pulps and

all grammages behaving similarly. With increasing infrared radiation, the efficacy

of the supplied energy appeared to diminish, as it increasingly deviated from the

theoretical required specific power to evaporate the mass of water.

The obtained differences in measurement results for lower and higher

grammages illustrate the special situation when drying sheets with lower

grammages. The resistance to air flow starts to increase only above a certain

grammage. Modified permeability, a material parameter that should be

grammage-independent, increased as lower grammages were approached. Drying

rates, which generally should be functions of permeability, i.e. the air flow

through the sheet, were nearly constant for the low grammage samples. As these

effects occurred in the grammage range where most commercial tissue products

are made, they have to be taken into account when analysing and optimising the

commercial tissue making process.

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6. Recommendations for future work

This work resulted in interesting insight into the influence of the parameters

related to grammage, pulp morphology, and process conditions on through air

drying. Based on these results, some new ideas evolved and additional research

work would be of great interest. Below, some ideas for future studies are

summarised.

The developed method proved valuable for determining differences in web-

fabric interaction, but the influence of the fabric design should be studied more

in detail. A first step could be to investigate the drying process on fabrics with

significantly differing structures, or 3-D printed model structures with patterns

replicating commercial fabrics, to validate if differences could be seen. It would

also be interesting to study the air flow on this length-scale using advanced flow

visualisation methods to show the local variation in air flow, for example, by

using model experiments with model fibres and structures. This type of work

could be combined with flow modelling using computational fluid dynamics.

In future laboratory studies, the conditions should be closer to those of the

industrial process, in particular regarding air temperature and ingoing dryness. As

this is difficult to investigate on a stationary web, it would be interesting to study

this on a continuous web, for example, in a pilot paper machine where the highly

transient conditions during the process can be reproduced much more

realistically.

It would also be beneficial to test and evaluate the concept of infrared-assisted

drying in pilot or machine trials. Here, practical aspects of this new concept could

also be investigated, for example, edge effects where the wire is exposed to the

infrared radiation without being shielded by the wet web, or transient conditions

during start-up and web breaks. The best way to combine through air drying with

infrared drying may not be on a cylinder. Thus, it could also be worth considering

other process configurations, in order to maximise the contribution from both

means of drying. The transition from burning fossil natural gas to using electrical

power could also enable an increase in use of renewable resources, such as solar,

wind and water power for drying. This should also be considered when the

sustainability of the drying process is assessed.

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While the results from this work were promising, confirming the viability on an

industrial scale could really show the potential environmental benefits and allow

further implementation of through air drying around the world.

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7. Acknowledgements

A lot of people have been of huge help in the making of this thesis, but none

more so than my supervisor at Innventia/RISE, Hannes Vomhoff. I can’t thank

you enough for giving me this opportunity and for nothing short of stellar

supervision of my work. I will really miss our discussions and having you as a

colleague. I have also greatly benefitted from the help of my examiner and

supervisor at Karlstad University, Lars Nilsson. Lars, you have always been open

to both scientific discussion and to help with what sometimes felt like endless

administrative issues. You also took on more responsibility when the supervisor

situation changed near the end of this work. Huge thanks for all your work!

Finally, on the supervisor front, I also had great help from Christophe Barbier

(Now at BillerudKorsnäs). You found greener pastures, but for the time you

committed, I am truly thankful.

This study was performed as part of the multidisciplinary Industrial Graduate

School VIPP - Values Created in Fibre Based Processes and Products – at

Karlstad University, with the financial support from the Knowledge Foundation,

Sweden. Thank you to my fellow PhD candidates from VIPP (With a special

shout-out to my Innventia/RISE partner in crime Sofia Thorman).

Additional financial support was provided from the Swedish Energy Agency,

which will allow me to also evaluate parts of the results of this work on a pilot-

scale in the coming year, which I am very grateful for.

Ircon, Valmet and Albany are recognised for their supply of different hardware

for the experimental equipment. Thank you, Sune Elfgren, Thomas Björnberg,

Jörgen Israelsson, Jörgen Gullbrand, and Mikael Danielsson for all of your input.

I would also like to thank the many companies and representatives who have

participated in the tissue research clusters at Innventia/RISE during these years.

Also, thank you to the companies in the Process Efficiency and Variability

cluster. You have always had good comments and questions.

I have had the great honour to supervise three master thesis students and one

IAESTE internship worker. Louise Nilsson, Johan Wallinder, Hugo Pulgar, and

Maiko Makita. You have all contributed to this work, each in your own way.

Thank you so much, and I hope we run into each other in the future.

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For a long time, I shared an office with Kari Hyll. Without a doubt, the

discussions we had have formed many of my opinions on a wide variety of topics.

You have pushed me to challenge a lot of my ideas, some regarding science, but

mainly on society and how we treat other people. I’ve learnt so much and doing

so was a pleasure. Thank you!

At Innventia/RISE, a few people have been very directly involved in my work.

Thank you, Magnus Hillergren, Leif Falk, and Kjell de Vrij, who all helped me

with the construction and modification of the drying equipment. Thank you Jon

Lofthus for allowing me to take up way too much space in your lab. Thank you,

Catherine Östlund, for patiently listening to me complain about troubleshooting

infrared cameras, and for helping me with image analysis. Thank you, Gunnar

Magnusson, you truly were a saviour whenever I got lost in the library.

Furthermore, a huge thank you to everyone in the Stock design and Tissue group.

I’ve felt right at home from the start and you have all been a part of that! Thank

you to everyone else at Innventia/RISE who I have met during these years: lunch

company, fika time, etc. Always a pleasure.

To my friends, who have supported me through this. Too many to mention, but

I hope you all know how much you mean to me.

To my sister Julia and brothers Einar and Hannes. You are the best and I hope

you at least read this part of the thesis! Of course, also to Patrik, Alvin, Vilmer

and Elizabeth! To the kindest person I know, my father Uffe. You are an

inspiration and an ever-present calm. To my late mother, who always pushed me

to be better than I ever thought I could be.

As life is both grief and happiness, during these years, I’ve seen the passing of

my mother, but I have also welcomed two children into the world. Lily and Thea,

there is nothing I wouldn’t do for you, and I look forward to every new day with

you in my life!

Finally, to my wife Jenny. I love you and you make life fun. I don’t know how I

ever will be able to repay you for putting up with the endless late hours of work

with this thesis. I’m sure you will find a way and I’m sure it will be superb, just

as everything else you do!

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8. References

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9. Maloney, T. C., Laine, J. E. and Paulapuro, H. (1999): Comments on the measurement of cell wall water, Tappi Journal 82(9): pp. 125-127

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13. Janda, B. (2014): Sheet Structure Process Effect on Tissue Properties, PaperCon, Nashville, Curran Associates, Inc.: pp. 3231-3253

14. Weineisen, H. (2007): Through Drying of Paper - A Literature Review, A40, Svensk Gastekniskt Center, Malmö, Sweden

15. Hyll, K. (2016): Image-based quantitative infrared analysis and microparticle characterisation for pulp and paper applications, Ph.D. Thesis, KTH, Stockholm, Sweden

16. Pettersson, M. (1999): Heat Transfer and Energy Efficiency in Infrared Paper Dryers, Ph.D. Thesis, Lund University, Lund, Sweden

17. Irvine, W. M. and Pollack, J. B. (1968): Infrared Optical Properties of Water and Ice Spheres, Icarus 8(1-3): pp. 324-360

18. Wieliczka, D. M., Weng, S. and Querry, M. R. (1989): Wedge shaped cell for highly absorbent liquids: infrared optical constants of water, Applied Optics 28(9): pp. 1714-1719

19. Zolotarev, V. M., Mikhailov, B. A., Alperovich, L. I. and Popov, S. I. (1969): Dispersion and Absorption of Liquid Water in the Infrared and Radio Regions of the Spectrum, Optics and Spectroscopy 27: pp. 430-432

20. Hale, G. M. and Querry, M. R. (1973): Optical Constants of Water in the 200-nm to 200-µm Wavelength Region, Applied Optics 12(3): pp. 555-563

21. Gummel, P. and Schlünder, E. U. (1980): Through air drying of textiles and paper, Drying '80, Montreal, Canada, Hemisphere Publishing, London: pp. 357-366

22. Polat, O. (1989): Through Drying of Paper, Ph.D. Thesis, McGill University, Montreal, Canada

23. Polat, O., Crotogino, R. H. and Douglas, W. J. M. (1991): Drying Rate Periods in Through Drying Paper, Helsinki Symposium on Alternate Methods of Pulp and Paper Drying, Helsinki

24. Chen, G. (1994): Impingement and Through Air Drying, Ph.D. Thesis, McGill University, Montreal, Canada

25. Chen, G. and Douglas, W. J. M. (1997): Through Drying of Paper, Drying Technology 15(2): pp. 295-314

26. Gomes, V. G., Crotogino, R. H. and Douglas, W. J. M. (1992): The Role of Local Nonuniformity in Through Drying of Paper, International Drying Symposium, Montreal, Elsevier Science Ltd.: pp. 994-1006

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27. Hashemi, S. J. and Douglas, W. J. M. (2003): Moisture Nonuniformity in Drying Paper: Measurement and Relation to Process Parameters, Drying Technology 21(2): pp. 329-347

28. Hashemi, S. J. and Douglas, W. J. M. (2004): Comparative Techniques For Characterizing Drying Nonuniformity in Drying of Paper, International Drying Symposium, São Paulo: pp. 1303-1310

29. Hashemi, S. J., Gomes, V. G., Crotogino, R. H. and Douglas, W. J. M. (1997): In-Plane Diffusivity of Moisture in Paper, Drying Technology 15(2): pp. 265-294

30. Hashemi, S. J., Gomes, V. G., Crotogino, R. H. and Douglas, W. J. M. (1997): Through Air Drying Characteristics of Machine-Formed Semi-Permeable Paper, Drying Technology 15(2): pp. 341-369

31. Hashemi, S. J., Thompson, S., Bernié, J.-P. and Douglas, W. J. M. (2001): Experimental Technique for Tracking the Evolution of Local Moisture Nonuniformity in Moist Paper From Wet to Dry, 12th Fundamental Research Symposium, Oxford: pp. 975-998

32. Hashemi, S. J., Crotogino, R. H. and Douglas, W. J. M. (1994): Through air drying of machine-formed printing papers: Effects of furnish and formation, 9th International Drying Symposium, Gold Coast, Australia: pp. 1263-1270

33. Cui, Y., Ramaswamy, S. and Tourigny, C. (1999): Through-air drying of tissue and towel grades, Tappi Journal 82(4): pp. 203-208

34. Ramaswamy, S., Ryan, M. and Huang, S. (2001): Through air drying under commercial conditions, Drying Technology 19(10): pp. 2577-2592

35. Ryan, M., Modak, A., Zuo, H., Ramaswamy, S. and Worry, G. (2003): Through Air Drying, Drying Technology 21(4): pp. 719-734

36. Ryan, M., Zhang, J. and Ramaswamy, S. (2007): Experimental Investigation of Through Air Drying of Tissue and Towel under Commercial Conditions, Drying Technology 25(1): pp. 195-204

37. Zuo, H., Modak, A., Ryan, M. and Ramaswamy, S. (2004): Experimental analysis of the effect of local non-uniformity on convective heat and mass transfer in porous media, 14th International Drying Symposium, São Paulo, Brazil: pp. 1311-1318

38. Weineisen, H., Parent, L., Morrison, D. and Stenström, S. (2007): Through-Drying of Tissue at High Intensities - An Experimental Study, Journal of Pulp and Paper Science 33(1): pp. 1-8

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39. Weineisen, H. and Stenström, S. (2005): Modeling Through Drying of Tissue - Effect of Pore Size Distribution on Drying Characteristics, Drying Technology 23(9-11): pp. 1909-1923

40. Weineisen, H. and Stenström, S. (2007): A Model for Through Drying of Tissue Paper at Constant Pressure Drop and High Drying Intensity, Drying Technology 25(12): pp. 1949-1958

41. Weineisen, H. and Stenström, S. (2008): Modeling Drying and Energy Performance of Industrial Through-Dryers, Drying Technology 26(6): pp. 776-785

42. Weineisen, H. (2007): Through-Drying of Tissue Paper - Experiments and Modelling, Ph.D. Thesis, Lund University, Lund, Sweden

43. Modak, A., Takagaki, S. S. and Ramaswamy, S. (2009): Integral Flow Parameters and Material Characteristics Analysis in Through Air Drying: Part I, Drying Technology 27(5): pp. 672-684

44. Modak, A., Ryan, M., Takagaki, S. S. and Ramaswamy, S. (2009): Mass Transfer Coefficients and Drying Rates in Through Air Drying: Part II, Drying Technology 27(5): pp. 685-694

45. Modak, A., Zuo, H., Takagaki, S. S. and Ramaswamy, S. (2011): The Role of Nonuniformity in Convective Heat and Mass Transfer through Porous Media, Part 1, Drying Technology 29(5): pp. 536-542

46. Zuo, H., Modak, A., Takagaki, S. S. and Ramaswamy, S. (2011): The Role of Nonuniformity in Convective Heat and Mass Transfer through Porous Media, Part 2, Drying Technology 29(5): pp. 543-552

47. Rezk, K., Nilsson, L., Forsberg, J. and Berghel, J. (2015): Simulation of Water Removal in Paper Based on a 2D Level-Set Model Coupled with Volume Forces Representing Fluid Resistance in 3D Fiber Distribution, Drying Technology 33(5): pp. 605-615

48. Sjöstrand, B., Barbier, C. and Nilsson, L. (2017): Modeling the influence of forming fabric structure on vacuum box dewatering, Tappi Journal 16(8): pp. 477-483

49. Ojala, K. T. (1993): Studies on infrared drying of paper, use of integrating spheres in FTIR-measurements, and heat and mass transfer inside paper, PhD Thesis, Helsinki University of Technology, Helsinki

50. Seyed-Yagoobi, J. and Wirtz, J. W. (2001): An experimental study of gas-fired infrared drying of paper, Drying Technology 19(6): pp. 1099-1112

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51. Banerjee, D. (2008): Development of High Resolution Optical Measurement Techniques to Investigate Moisture Content and Thermal Properties of Paper, Ph.D. Thesis, Technische Universität Darmstadt, Darmstadt

52. Kiiskinen, H. T., Kukkonen, H. K., Pakarinen, P. I. and Laine, A. J. (1997): Infrared thermography examination of paper structure, Tappi Journal 80(4): pp. 159-162

53. Keränen, J. T., Paaso, J., Timofeev, O. and Kiiskinen, H. T. (2009): Moisture and temperature measurement of paper in the thickness direction, Appita Journal 62(4): pp. 308-313

54. Rosén, F. and Vomhoff, H. (2010): The use of infrared thermography to detect in-plane moisture variations in paper, Control Systems 2010, Stockholm: pp.

55. Vickery, D. E. and Atkins, J. W. (1978): Infrared thermography - An aid to solving paper machine moisture profile problems, Tappi 61(12): pp. 17-20

56. Charles, J. A. (2000): Diagnostic Tools for Yankee Dryers, TAPPI Engineering Conference, Atlanta

57. Melkert, Sjaak (2014): msquared company web page, Retrieved 10th of April, 2014, from http://www.msquared.eu/index.php

58. Albany, I. (2018): ProLux N005 Datasheet Halmstad, Sweden, Albany International

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60. Blevins, R. D. (1984): Applied Fluid Dynamics Handbook, Van Nostrand Reinhold Company Inc., New York

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9. Appendix A

Table 1. Sample properties from Papers I and II, good formation.

Grammage [g/m²] Initial dryness [%] Final dryness [%]

14.0±0.7% 53.6±0.6 92.4±0.4

25.1±1.0% 50.1±0.2 92.7±0.8

35.9±2.7% 52.2±0.1 92.4±0.3

42.8±1.0% 49.2±0.6 92.5±0.1

Table 2. Sample properties from Paper II, bad formation.

Grammage [g/m²] Mean initial dryness [%] Mean final dryness [%]

14.0±0.9% 50.3±1.8 93.1±0.3

23.6±5.9% 51.9±0.1 92.4±0.3

34.9±0.6% 49.1±0.3 93.3±0.1

42.2±0.5% 47.3±0.3 92.0±0.4

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A-2

Table 3. Sample properties from Paper III.

Pulp AC EU SB SE

Mean fibre length, length

weighted [mm] 0.603 0.651 1.799 1.843

Mean fibre width, width weighted

[µm] 16.7 18.3 27.2 29.3

Coarseness [µg/m] 79.4 95.4 214.0 194.0

WRV [g/g] 0.802 0.975 0.876 0.925

Dryness corresponding to WRV

[%] 55.5 50.6 53.3 52.0

Initial dryness [%] 31.8-

42.4

31.5-

42.5

40.7-

48.6

41.1-

44.8

Calculated FWT [µm] 1.08 1.18 1.79 1.48

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A-3

Table 4. Sample properties from Paper IV.

Targeted grammage [g/m²] 15 22 60

SW Grammage [g/m²] 13.8±1.6 20.8±0.2 58.6±0.7

HW Grammage [g/m²] 14.7±0.1 22.0±0.3 60.0±0.7

SW Initial dryness [%] 35.5±1.6 36.0±0.9 32.2±1.1

HW Initial dryness [%] 34.5±0.7 32.6±0.1 32.2±0.1

SW Final dryness [%] 94.7±1.3 93.9±0.4 92.8±0.8

HW Final dryness [%] 93.9±0.7 93.7±0.6 92.2±0.4

SW Removed water [g/m²] 24.4±0.2 35.7±0.1 118.7±0.6

HW Removed water [g/m²] 26.9±0.1 44.1±0.1 121.4±0.3

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A-4

Table 5. Sample properties from Paper V.

Targeted grammage

[g/m²] 15 22 30 60

SW Grammage [g/m²] 14.4±0.8 20.9±0.5 29.7±0.2 59.0±9.6

HW Grammage [g/m²] 14.5±0.1 22.0±0.3 30.5±0.3 62.3±3.4

SW Initial dryness [%] 33.4±1.4 35.6±1.0 38.0±1.0 32.8±1.1

HW Initial dryness [%] 33.3±0.2 31.9±0.4 31.3±0.2 32.0±0.4

SW Final dryness [%] 95.7±0.4 94.7±1.4 94.3±0.7 93.6±0.2

HW Final dryness [%] 94.7±0.4 94.5±0.2 94.5±0.2 93.4±0.3

SW Removed water

[g/m²] 28.1±0.1 36.7±0.3 46.6±0.2 116.8±0.1

HW Removed water

[g/m²] 28.3±0.1 45.8±0.1 65.2±0.1 128.1±0.2

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VIPP VALUES CREATED IN FIBRE-BASED PROCESSES AND PRODUCTS

VIPP VALUES CREATED IN FIBRE-BASED PROCESSES AND PRODUCTS

KAU.SE/EN/VIPP

Aro

n Tysén Through air drying

Aron Tysén

Through air dryingThermographic studies of drying rates, drying non-uniformity and infrared assisted drying

VIPP The industrial graduate school. Industry and academia in synergy for tomorrow’s solutions.

Print & layoutUniversitetstryckeriet, Karlstad 2018

The removal of water is an integral part of papermaking. The drying process is

responsible for a great share of the energy used in the paper machine. Premium

grade tissue products are dried by through air drying. Large volumes of natural

gas are burned to heat the air drawn through the paper web to achieve the drying.

The low grammages for which this technique is used are believed to have material

properties differing from the bulk properties achieved at higher grammages. If

through air drying could be performed more efficiently, premium products could be

produced with less environmental impact and at a lower cost.

The objective of this thesis was to investigate the non-uniformity and the rate of

through air drying. The aspects considered were grammage, pulp type, formation,

web-fabric interaction and infrared radiation. A method was developed, where the

time-dependent change in surface temperature of a drying sample was recorded.

The experimental equipment allowed paper samples to be dried by drawing air

through them, with the option of additional energy from infrared radiation. An

infrared camera captured the spatial variations in surface temperature during drying.

LICENTIATE THESIS | Karlstad University Studies | 2018:19

ISSN 1403-8099

ISBN 978-91-7063-947-0 (pdf)

ISBN 978-91-7063-852-7 (print)

Aron Tysén is employed at RISE Bioeconomy, Stockholm. His work is focused on paper drying, process variability and tissue production. He uses thermographic methods to gain further understanding into said topics. Aron Tysén obtained a Master of Science in Materials Design and Engineering at KTH in 2011 and a Licentiate of Engineering in Chemical Engineering at Karlstad University in 2014.


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