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    A Whole Life Costing Approach for Rainwater Harvesting SystemsRichard Roebuck PhD, Bradford University

    Rainwater harvesting software from:www.SUDSolutions.com

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    6.0 Assessment of Rainwater Harvesting Systems for New-

    Build Domestic Dwellings

    6.1 Introduction

    This chapter investigates the use of RWH systems installed in new-build

    houses. Direct systems were assumed in all instances since these were

    recommended by suppliers for domestic situations. Both the water saving

    reliability and financial performance results are presented although the focus of

    the analysis was primarily on the latter. The purpose of this investigation was to

    provide data on the long-term economic viability of new-build domestic RWH

    systems at the single building scale, to determine whether they present a

    worthwhile financial investment and, if so, under what circumstances.

    It was necessary to acknowledge that all not stakeholders will have the same

    assessment criteria, especially with regards to the selected discount rate and

    discount period. Information presented in chapter four and appendix two

    demonstrated that a range of possible values exist dependant on the

    stakeholder, and that selection of the most appropriate values will be influenced

    by the context of the investigation. Table 6.1 summarises the discount rates and

    periods that were considered appropriate for use in domestic simulations and

    shows how the different values could be assigned to different stakeholder

    groups.

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    Table 6.1 Range of discount rates and periods used in the domestic

    RWH system simulations

    Stakeholder group1 Discount rate Discount period

    Homeowner 15% 10Water utility 10% 25Private sector company 5% 5LA / Government 3.5% (declining) 501People or institutions to which the selected discount rates and

    periods could be applicable

    For each system investigated a total of three harvested water uses were

    considered. One of the most common applications for harvested rainwater is

    WC flushing and generally this is the most readily accepted (WPCF, 1989;

    WROCS, 2000; Hills et al, 2003; Lazarova, 2003). Therefore all simulations

    included WC flushing. Vleuten-Balkema (2003) reported that garden irrigation

    was viewed as an acceptable application by the majority of people and so this

    was included in the simulations with two water uses. Laundry cleaning (washing

    machines) was found to be the next highest acceptable use and so this was

    included in the simulations that had a total of three non-potable applications.

    The water use scenarios considered therefore consisted of WC flushing only,

    WC flushing plus garden irrigation, and WC flushing plus garden irrigation plus

    washing machine.

    According to Fido et al(2005) the average household occupancy in the UK was

    2.30 persons in 2005. A decision was taken to model occupancies in the range

    of 1-5 people as this was considered to be sufficient to cover a practical range.

    For each simulation sixteen tank sizes in the range of 1.2-15.0m3 were

    assessed since this was the number of domestic systems for which capital cost

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    information was available (see appendix two, table A2.10 for a full list of the

    tank sizes investigated). Installation costs for each system were assumed to be

    1,000 (see chapter four, section 4.7.3).

    All other components and costs, including maintenance activities, were

    assumed to be the same for each RWH system. These are summarised below

    in tables 6.2 and 6.3. Note that all prices are for the 2007 period.

    Table 6.2 Universal component values used in domestic simulations

    Component Value(s) CommentsRainfall Daily rainfall data for Emley Moor

    weather stationAdapted for UKCIP (2002b)medium-high emissions climatechange scenario

    Catchmentsurface

    Runoff coefficient: 0.90

    Initial losses: 0.25mm

    See table 3.2. High value usedbecause initial losses also takeninto accountSee table 3.3 and also Fewkes(1999a)

    First flushdevice

    No first flush device Use of first flush devices is limitedin the UK

    Coarse filter Coarse filter coefficient: 0.90 Commonly applied value. Seetable 3.5

    Storage tank Initial degree of filling: 100%

    Top-up location: tank

    During commissioning and testingthe tank is filled to capacityAssumes direct RWH systemsused, see chapter 2, section 2.4.2

    Pump Power rating: 0.8kWPumping capacity: 80 l/min

    See table 3.6

    UV unit No UV unit Water quality assumed to begood enough for non-potable

    domestic uses providing thatcoarse filtration is provided

    Continued on next page

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    Table 6.2 continued

    Component Value(s) CommentsWater demand WC usage: 6/3 litre dual flush, 1

    full flush to 2 partial flushes, 4

    flushes per person per day Mon-Fri, 6 flushes per person per daySat-Sun

    Washing machine usage: 0.2uses per person per day, 50 litresper use (cycle)

    Garden irrigation: all gardensassumed to be 60m2 in area.Three irrigation sessions perweek assumed during

    spring/summer seasons

    See chapter 3, section 3.17.1 andtables 3.11 and 3.12. WC usage

    per person per year = 6.7m3

    See chapter 3, section 3.17.2 andtables 3.13 and 3.14. WM usageper person per year = 3.7m3

    See chapter 3, section 3.17.3.Typical annual garden irrigationrequirement 20m3

    Water andseweragecharges

    Supply charges: 1.09/m3 for2007-08 period, increasing yearly

    Supply standing charges: 25.84for 2007-08 period, increasingyearly

    Sewerage charges: 1.17/m3 for2007-08 period, increasing yearly

    Sewerage standing charges,used historic mean of 37.54 forall years

    Annual increase estimated usingregression analysis of historicYorkshire Water price data, seechapter 4, section 4.7.5 andappendix two

    See chapter 4, section 4.7.5 andappendix two

    Electricitycharges

    Unit charge: 8.7p/kWhr for 2007,increasing yearly

    Annual increase estimated usingregression analysis of averagehistoric data, see chapter 4,section 4.7.5 and appendix two

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    Table 6.3 Universal maintenance activities and associated costs used

    in domestic simulations

    Maintenance

    Item

    Value (inc. VAT) Comments

    Scheduledmaintenance

    Annual cleaning of roof andgutters recommended butconsidered unlikely thatmost home owners willactually do this, hence nocleaning was assumed

    Cleaning of coarse filterassumed carried out bysystem owner at zero cost.

    See chapter 4, section 4.7.4 and table4.9

    Componentreplacement

    Pump: replace every tenyears, 350 + 75installation fee = 425

    Storage tank: assumed willremain functional forselected analysis timehorizons

    Coarse filter: replace every15 years, 300 + 50installation fee = 350

    Electronic controls, replaceevery 15 years, 140 + 50installation fee = 190

    Plastic pipes (internal),replace every 35 years, totalcost (parts + labour) = 250

    Replace mains top-upsolenoid valve every 7.5years, 60 + 50 installation

    fee = 110

    Replace mains top-up levelswitch in storage tank every12.5 years, 20 + 50installation fee = 70

    For all items in this section: seechapter 4, section 4.7.4 and appendixtwo. Note that complete componentreplacement was assumed, not repair,as cannot be sure repair will bepossible (e.g. specific componentsmay not be manufactured in the future)

    The approach taken allowed for the assessment of a number of system

    configurations under various conditions. Four discount rates, four discount

    periods, three combinations of water uses and five occupancy rates gave a total

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    of 240 simulation input conditions. For each simulation condition sixteen tank

    sizes were evaluated, meaning that in total 3,840 different scenarios were

    assessed.

    In all cases the YAS tank operating algorithm was used in preference to the

    YBS alternative for modelling hydrological performance (see chapter three).

    6.2 Sensitivity analysis of the financial model

    The first step was to perform a sensitivity analysis of the financial model in order

    to determine the level of variation in predicted RWH system performance to

    changes in key hydrological and financial parameters. Sensitivity to changes in

    eight parameters was investigated. These were the daily rainfall depth, capital

    cost, maintenance costs, mains water supply and sewerage charges, roof area,

    discount rate, discount period and the storage operating parameter .

    Some parameters were not tested explicitly. These were the initial losses, runoff

    coefficient and coarse filter coefficient. This was deemed unnecessary since

    sensitivity to changes in rainfall depth was tested and the aforementioned

    parameters depend to a large degree on the rainfall depth. Hence the sensitivity

    of these were tested by proxy.

    The effect of altering the water demand was considered important but this was

    not included in the sensitivity analysis. Domestic water demand is a function of

    household occupancy rate (Butler, 1991; Butler & Memon, 2006) and the

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    implications of altering occupancy rates are considered in more detail later in

    section 6.7.

    Percentage changes to RWH system savings (the difference between mains-

    only WLCs and RWH WLCs) were selected as the method for assessing

    sensitivity as this was deemed to be the key parameter in assessing the

    financial viability of a potential system. Reporting changes in RWH WLCs would

    not have been logical since by themselves these results are do not provide

    information on RWH system cost effectiveness. They require comparison with

    the WLC of the equivalent mains-only system before any significance can be

    attached to them.

    It could not be assumed that the sensitivity of RWH system savings to changes

    in key parameters would be the same for all discount rates and discount

    periods. Therefore analyses were conducted for each of the four stakeholder

    perspectives shown in table 6.1, with a total of 16 tank sizes assessed in each

    case (1.2-15.0m3). In all instances three water uses were assumed: WC

    flushing, garden irrigation and washing machine. Changes to parameter values

    in the range of 100% were investigated where possible. Exceptions were

    changes to the storage operating parameter , which was varied between 0-1 in

    0.1 increments, and changes to the discount period which for obvious reasons

    could not be reduced by as much as 100%. The savings associated with each

    tank size for each of the four stakeholder perspectives are given in appendix

    three. These are the base-case results, i.e. the RWH system savings in each

    case before any of the selected parameter values were altered, and can be

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    used to place the reported percentage changes in RWH system savings into

    context.

    All the results from the sensitivity analysis investigations are shown graphically

    in appendix three. Visual examination of these charts indicated that for each

    analysis the results associated with each tank size were, in general, reasonably

    closely grouped. This was particularly the case for changes to most of the

    parameters in the range of 50% and for the homeowner, water utility and

    private sector perspectives.

    Table 6.4 shows the average differences between the results for the sixteen

    tank sizes. It can be seen that in most cases the average variation within each

    stakeholder groupwas no more than a few percentage points. This suggested

    that average curves could be used to represent the variations in RWH system

    savings and these are shown in figures 6.1-6.8. In each case the average

    results from all four stakeholder perspectives were plotted on the same chart to

    make direct comparison easier. Note that for the graph titled Average

    sensitivity results for change in mains water charges the percentage changes

    refer to both the supply and sewerage unit costs of water (/m3) but not the

    associated supply and sewerage standing charges. These were not altered.

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    Table 6.4 Average difference in sensitivity analysis results between

    different tank sizes (constant rand n1)

    Key parameters and corresponding average % change in RWH system savings

    Stakeholdergroup

    Dailyrainfalldepth

    Capitalcost

    Maint-enance

    cost

    Mainswater

    chargesRoofarea

    Discountrate

    Discountperiod

    value

    Homeowner 1.5 1.0 1.4 2.1 1.4 1.1 1.2 0.4Water utility 2.3 2.4 4.2 3.0 2.2 4.0 0.9 0.6

    Private sector 1.3 2.0 0.0 2.0 1.3 0.2 1.1 0.3LA/Gov 4.6 6.2 11.3 5.2 4.4 3.9 5.9 1.0

    1Where r= discount rate (%) and n= discount period (years)

    Figure 6.1 Average sensitivity results for changes in daily rainfall depth

    -60%

    -50%

    -40%

    -30%

    -20%

    -10%

    0%

    10%

    20%

    -100% -50% 0% 50% 100%

    % change in daily rainfall depth

    Average%c

    ha

    ngeinsavings()

    Homeowner

    Waterutility

    Privatecompany

    LA/Gov.

    Stakeholder

    H

    W

    P

    L

    H

    W

    P

    L

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    Figure 6.2 Average sensitivity results for changes in capital costs

    -150%

    -100%

    -50%

    0%

    50%

    100%

    150%

    -100% -50% 0% 50% 100%

    % change in capital costs

    Average%c

    hangeinsavings()

    Home

    owner

    Waterutility

    Privatecompany

    LA/Gov.

    Stakeholder

    H

    W

    P

    L

    H

    W

    P

    L

    Figure 6.3 Average sensitivity results for changes in maintenance costs

    -60%

    -40%

    -20%

    0%

    20%

    40%

    60%

    -100% -50% 0% 50% 100%

    % change in maintenance costs

    Average%

    changeinsavings()

    Homeowner

    Waterutility

    Privatecompany

    LA/Gov.

    Stakeholder

    H

    W

    P

    LH

    W

    P

    L

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    Figure 6.4 Average sensitivity results for change in mains water charges

    -60%

    -40%

    -20%

    0%

    20%

    40%

    60%

    -100% -50% 0% 50% 100%

    % change in mains water charges

    A

    verage%changeinsavings()

    Home

    owner

    Waterutility

    Privatecompany

    LA/Gov.

    Stakeholder

    H

    W

    P

    L

    H

    W

    P

    L

    Figure 6.5 Average sensitivity results for changes in roof area

    -60%

    -50%

    -40%

    -30%

    -20%

    -10%

    0%

    10%

    20%

    -100% -50% 0% 50% 100%

    % change in roof area

    Average%

    changeinsavings()

    Homeowner

    Waterutility

    Privatecompany

    LA/Gov.

    Stakeholder

    H

    W

    P

    L

    H

    W

    P

    L

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    Figure 6.6 Average sensitivity results for changes in discount rate

    -60%

    -50%

    -40%

    -30%

    -20%

    -10%

    0%

    10%

    20%

    -100% -50% 0% 50% 100%

    % change in fixed discount rate

    A

    verage%changeinsavings()

    Home

    owner

    Waterutility

    Privatecompany

    LA/Gov.

    Stakeholder

    H

    W

    P

    L

    HW

    P

    L

    Figure 6.7 Average sensitivity results for changes in discount period

    -8%

    -4%

    0%

    4%

    8%

    12%

    16%

    -50% 0% 50% 100%

    % change in fixed discount period

    Average%

    changeinsavings()

    Homeowner

    Waterutility

    Privatecompany

    LA/Gov.

    Stakeholder

    H

    W

    P

    L

    H

    W

    P

    L

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    Figure 6.8 Average sensitivity results for changes in storage operating

    parameter (YAS/YBS algorithm)

    0.0%

    0.1%

    0.2%

    0.3%

    0.4%

    0.5%

    0.0 0.2 0.4 0.6 0.8 1.0

    value

    Avera

    ge%c

    hangeinsavings()

    Homeowner

    Waterutility

    Privatecompany

    LA/Gov.

    Stakeholder

    H

    W

    P

    L

    H

    W

    P

    L = 0, YAS = 1, YBS

    Identification of general trends in sensitivity analysis results

    Linear relationships were apparent for variations in mains supply and sewerage

    changes as well as capital and maintenance costs. For mains supply and

    sewerage charges the resulting graph displayed a positive gradient, indicating

    that as charges increased the cost effectiveness of the RWH system also

    increased, although relatively slowly in most cases. Changes in daily rainfall

    depth and roof area produced a non-linear relationship which represented an

    exponential decay type relationship (increasing form).

    Changes in the discount rate also showed a non-linear exponential decay

    pattern for the homeowner, water utility and LA/Government perspectives.

    Conversely, for the private sector perspective the relationship was linear and

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    with a negative gradient. Results for the discount period gave a less than

    straightforward relationship with regards to corresponding changes in system

    savings, with various peaks and troughs evident on the graph. These can be

    explained by the phasing in and out of additional maintenance requirements as

    the analysis time horizon was adjusted.

    Concerning changes to the storage operating parameter , which determined

    the extent tank that behaviour was represented by the YAS and YBS

    algorithms, the shape of the sensitivity analysis results was the same in all

    cases. From figure 6.8 it can be seen that there was an exponential decay type

    relationship between RWH system savings and the value of , with the rate of

    change decreasing as approached 1.

    Examination of sensitivity analysis results

    Table 6.5 shows the gradients associated with each of the key parameters from

    the different stakeholder perspectives, except for which is discussed in the

    following subsection. Note that for the non-linear curves these results represent

    the average gradients. The steeper the gradient the more sensitive RWH

    systems savings were to change in the associated parameter. The maximum

    gradients (most sensitive) have been highlighted in red.

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    Table 6.5 Sensitivity analysis results: associated gradients

    Stakeholder perspective and corresponding gradients, mParameter Homeowner Water utility Private sector LA/Gov

    Rainfall depth 0.06 0.12 0.05 0.28

    Capital cost -1.08 -1.07 -1.10 -0.91Maint. costs -0.05 -0.15 0.00 -0.49Mains charges1 0.12 0.22 0.10 0.50

    Roof area 0.06 0.11 0.05 0.27Discount rate 0.00 0.02 -0.01 0.28

    Discount period -0.02 -0.02 0.01 0.011Mains supply and sewerage unit charges, not standing charges

    From figures 6.1-6.8 and table 6.5 it can be seen that the homeowner (r=15%,

    n=10 years) and private company (r=5%, n=5 years) perspectives were, with

    the exception of the capital costs, the least sensitive to changes. For the

    homeowner scenarios, excluding capital costs, the greatest percentage change

    in RWH system savings was associated with variations in mains water supply

    and sewerage unit charges (i.e. changes in /m3 costs). However, the

    associated changes were not particularly large. Even a change in supply and

    sewerage unit charges of 100% only resulted in a corresponding change in

    RWH system savings of 12.4% (m= -0.124).

    The private company results were similar to those of the homeowner. Again,

    with the exception of capital costs, the RWH system savings were most

    sensitive to changes in mains supply and sewerage charges. Changes tended

    to be small, for example a 100% variation in supply/sewerage charges resulted

    in a corresponding change in system savings of 10% (m= -0.10).

    The water utility scenario (r=10%, n=10 years) proved somewhat more sensitive

    than did the homeowner and private company situations. Capital costs aside,

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    the greatest sensitivity was associated with changes to mains supply and

    sewerage charges. A variation in charges of 100% resulted in a change in

    RWH system savings of 21.7% (m= -0.217).

    Results for the LA/Government analysis were noticeably different than for the

    other three stakeholder scenarios. Savings sensitivity was significantly greater

    to changes in the selected parameters than was the case with the homeowner,

    water utility and private sector variants. Other than capital costs, the greatest

    sensitivity was once again associated with changes in mains supply and

    sewerage charges. A variation of 100% resulted in a change in RWH savings

    of 50% (m= 0.50). Changes in maintenance costs were also noted to have an

    appreciable impact, only marginally less than that of the supply and sewerage

    charges (m= -0.490). Gradients for rainfall depth, roof area and discount rates

    were 0.28, 0.27 and 0.28 respectively, showing that RWH savings were

    moderately sensitive to changes in these parameters.

    The propensity towards greater sensitivity displayed by the LA/Government

    perspective can be explained by the combination of low discount rate (r=3.5%)

    and long discount period (n=50 years). The low discount rate means that costs

    incurred in the future have a greater present value than for the other

    stakeholder scenarios, and thus a relatively greater contribution to the WLCs.

    Making changes to the model that impact on recurring costs (e.g. increasing

    maintenance and mains supply/sewerage charges) therefore has a greater

    impact on the WLCs, and thus RWH system savings, than for scenarios with

    shorter discount periods.

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    Sensitivity to changes in capital costs were the most significant. It can be seen

    from figure 6.2 that the slope of the graph is negative and approximately equal

    to -1. This shows that for these three stakeholder groups the savings were

    directly correlated with the capital costs on an almost 1:1 basis. If the capital

    costs increase/decrease by a given percentage then there is an almost identical

    corresponding decrease/increase in the RWH system savings. The relationship

    was also strong for the LA/Government scenarios but the level of correlation

    was closer to 0.9, i.e. increasing the capital costs by 100% resulted in a

    decrease in systems of about 90%, and visa versa.

    It can be concluded that for investigations which consider short to medium

    discount periods, the predicted RWH system savings depend overwhelmingly

    on the capital costs. For longer discount periods other factors become more

    influential, particularly mains supply and sewerage charges as well as

    maintenance costs. However, the capital costs still remain an important cost

    element in the determination of the relative financial performance of the RWH

    system. It is therefore advised that accurate capital cost data be obtained

    whenever possible.

    Obtaining accurate cost information for component purchase and delivery is

    relatively straight forward since any number of suppliers exist that can provide

    quotes. Installation expenses, the other aspect of capital costs, are harder to

    predict with a high degree of accuracy. A value of 1,000 for each new-build

    domestic system was used for the domestic simulations, for the reasons given

    in chapter four. It is acknowledged that a more detailed data set would have

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    been preferable. This does not exist at the current time due to the limited uptake

    of RWH systems in the UK, plus a lack of available data pertaining to most of

    the existing systems. If the use of RWH becomes more widespread then it is

    anticipated this situation will change and more accurate, site-specific predictions

    of installation cost will become possible.

    Justification for using the YAS algorithm

    With regards to the decision to base the thesis model on the YAS tank

    operating algorithm (=0), from a hydrological standpoint this was justified

    previously in chapter three. From a financial viewpoint it can be seen from figure

    6.8 that, for domestic systems, the choice of either the YAS or YBS algorithm

    would have been appropriate. There was little difference in the predicted results

    when using either approach. For the averaged results, the percentage

    difference in RWH system savings between the YAS and YBS algorithms for

    the homeowner, water utility, private sector company and LA/Government

    perspectives were 0.1%, 0.2%, 0.1% and 0.4% respectively. These results were

    small and essentially inconsequential. Examination of the original data before

    averaging occurred showed that the greatest difference occurred in the

    LA/Government scenarios. However, even in this instance 14 out of the 16 tank

    sizes showed differences of less than 0.5% in RWH savings between the YAS

    and YBS algorithms. For the two remaining tanks the differences were 1.3% for

    the 1.5m3 tank and 1.7% for the 1.2m3 tank, both of which were still acceptably

    small. It was also evident from the original data that for all the stakeholder

    scenarios the differences between YAS/YBS algorithms decreased with

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    increasing tank size. For capacities greater than or equal to 2.4m3 the variation

    in savings was always less than 0.5%

    6.3 Hydrological performance results

    Figures 6.9, 6.10 and 6.11 show the predicted hydrological results for a range of

    occupancies and combinations of water uses. Each simulation was run for 25

    years as this was considered long enough to account for inter-year variations in

    rainfall patterns. For each occupancy rate the tank sizes required to meet 50%,

    90% and 100% of the selected non-potable uses have been marked on the

    graphs. Note that the x-axis is logarithmic because large tank sizes were

    required to meet 100% of the demand (in some cases very large capacities

    were needed). Plotting the data on a linear scale would have resulted in a

    significant loss of clarity with respect to the results for the smaller tank sizes.

    The legend on the right of the graphs requires an explanation. Each line of text

    corresponds to the data series that it is directly next to. The first number before

    the brackets is the maximum percentage of demand that could be met for the

    selectedwater uses. The figure in the brackets is the maximum percentage of

    total household demand that could be met by the RWH system. This was

    calculated based on the assumption that the average per capita internal use

    was 120 litres/person/day. Note that external water use, when included in the

    analysis, was not occupancy dependant. Finally, the text after the brackets

    shows how many household occupants there were for each simulation. So for

    example in figure 6.9 the entry 100(15)% occ. 5 shows that 100% of WC

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    flushing demand could be met and that this represented 15% of the total water

    demand for a house with five people.

    Figure 6.9 Predicted hydrological performance for WC flushing only1

    0

    5

    10

    15

    20

    25

    30

    35

    0.01 0.10 1.00 10.00

    Tank size (m3)

    Harveste

    dwater(m

    3/yr)

    Occupancy 5 Occupancy 4 Occupancy 3 Occupancy 2

    Occupancy 1 50% demand 90% demand 100% demand

    100(15)% occ. 5

    100(15)% occ. 4

    100(15)% occ. 3

    100(15)% occ. 2

    100(15)% occ. 1

    1For this analysis it was assumed no garden irrigation with mains water occurred. If ithad then the predicted 15% of total household demand met would have been reduced

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    Figure 6.10 Predicted hydrological performance for WC flushing and

    garden irrigation

    0

    10

    20

    30

    40

    50

    60

    0.01 0.10 1.00 10.00 100.00 1000.00

    Tank size (m3)

    Harves

    tedwa

    ter

    (m3/yr)

    Occupancy 5 Occupancy 4 Occupancy 3 Occupancy 2

    Occupancy 1 50% demand 90% demand 100% demand

    100(22)% occ. 5

    100(24)% occ. 4

    100(27)% occ. 3

    100(31)% occ. 2

    100(42)% occ. 1

    Figure 6.11 Predicted hydrological performance for WC flushing, garden

    irrigation and washing machine

    0

    10

    20

    30

    40

    50

    60

    70

    80

    0.01 0.10 1.00 10.00 100.00 1000.00

    Tank size (m3)

    Harves

    ted

    wa

    ter

    (m3/yr)

    Occupancy 5 Occupancy 4 Occupancy 3 Occupancy 2

    Occupancy 1 50% demand 90% demand 100% demand

    100(30)% occ. 5

    100(31)% occ. 4

    100(34)% occ. 3

    100(38)% occ. 2

    100(48)% occ. 1

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    The hydrological results show that for each modelled scenario it was

    theoretically possible to meet 100% of the non-potable demand. However, the

    graphs demonstrate that in many cases the tank sizes required to achieve this

    would need to be unfeasibly large. Increases in tank size initially resulted in the

    rapid growth of system efficiency (volumetric reliability) but a point was reached

    where further increases in storage capacity resulted in only marginal

    improvements in performance. For instance, to meet 50% of WC flushing

    demand in a five person household (figure 6.9) a tank size of only 0.26m3 would

    be needed. To meet 90% of the demand would require a tank size of 2.15m 3

    and to meet 100% of demand would necessitate a 10m3 tank, about 38 times

    that required to meet 50%. Similar diminishing returns have been reported by

    other researchers, e.g. Appan (1993); Chu et al(1997); Appan (1999); Dixon et

    al (1999); Herrmann & Schimda (1999); Coombes & Kuczera (2003b); Liaw &

    Tsai (2004); Phillips et al (2004); Villarreal & Dixon (2005) and Ghisi et al

    (2007).

    The graphs also demonstrate that small tank sizes are sufficient to meet a

    reasonable proportion of the demand. For the WC flushing only scenarios, a

    tank size of 0.260m3 was able to provide over 50% of the volume required for all

    occupancy levels. For the WC flushing and garden irrigation scenarios a tank

    size of 0.750m3 supplied at least 50% for all occupancies. For WC flushing,

    garden irrigation and washing machine a tank size of 1.0m3 met 50% of the

    demand for all occupancies except for five, which needed a capacity of 1.6m3.

    Conversely, much larger tank sizes were required to bring the level of demand

    met into the 90-100% range. In many cases the capacities required were orders

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    of magnitude greater than those required to supply 50%. For meeting 90%, the

    WC flushing scenario was the only one which predicted reasonable tank sizes,

    requiring up to 2.15m3 for an occupancy of five. For the other water use

    scenarios the required capacities were tens or hundreds of cubic metres. Given

    that greater tank sizes have, on average, greater capital costs it is questionable

    whether attempting to meet most or all of the non-potable demand would be

    financially viable in these instances. A more rational approach would be to

    utilise lower capacity tanks to provide smaller but still useful volumes of water.

    The percentage of totalhousehold demand that could be met ranged between

    15% for WC flushing only (which also assumed no garden irrigation with mains

    water), 22-42% for WC flushing plus garden irrigation and 30-48% for WC

    flushing, garden irrigation and washing machine. The percentage of total

    household demand met showed correlation with the occupancy rate, with higher

    percentages associated with lower occupancies. The exception was the WC

    flushing only scenarios in which 100% of WC demand and 15% of total

    household demand was supplied for all occupancies, given large enough tank

    sizes.

    Previously in chapter two it was stated that for a typical house there is the

    potential to replace about 55% of mains supply with harvested rainwater. The

    results presented here indicate that this may be true in only a minority of cases,

    specifically those with low occupancies and high harvested water uses. In these

    situations large tanks would be required in order to supply enough water to

    meet >40% of the total demand, potentially increasing the capital costs

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    significantly. It will be shown later in this chapter that tank sizes in excess of

    about 1.5m3 are the least economic compared to simply relying on mains water.

    If the use of tank sizes greater than this was to be avoided, this would then

    revise downward the percentage of total household demand that could

    realistically be met by harvested water for new-build houses. Under the

    modelling assumption employed, it can be seen from figures 6.9-6.11 that:

    For WC flushing only: 1.5m3 tank could supply between 85-100% of WC

    flushing demand, or 13-15% of total household demand.

    For WC flushing and garden irrigation: 1.5m3 tank could supply 58-64%

    of non-potable demand, or 13-24% of total household demand.

    For WC flushing, garden irrigation and washing machine: 1.5m3 tank

    could supply 49-64% of non-potable demand, or 18-28% of total

    household demand.

    The above indicates that harvesting rainwater will not realistically result in a net

    reduction in mains water usage approaching 55% and, in cases where this may

    be theoretically possible, the requirement to install realistic (i.e. affordable) tank

    sizes would mean that the actual water savings are likely to be significantly

    lower.

    6.4 Financial performance results

    This section reports the main financial results from the 3,840 domestic

    simulations and draws a number of conclusions regarding the key factors

    influencing system WLCs as well as the most cost effective tank sizes. Figure

    6.12 is a composite plot of all the results obtained from the financial modelling

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    exercise and shows the general pattern of RWH system WLCs versus mains-

    only WLCs.

    Figure 6.12 WLC comparison between domestic RWH systems and

    equivalent mains-only systems

    0

    1000

    2000

    3000

    4000

    5000

    6000

    0 2000 4000 6000 8000 10000 12000

    RWH WLC ()

    Mains-onlyWLC()

    WLC RWH = WLC Mains

    WLC RWH

    WLC Mains

    Figures 6.13 and 6.14 show more detailed results for tank sizes 1.2m 3 and

    1.5m3. Results for the other fourteen tank sizes that were assessed are given in

    appendix three. The format of the graphs requires clarification. On the y-axis the

    WLC at NPV of each RWH system and equivalent mains-only system has been

    plotted against the simulation number (x-axis). Also on the y-axis is the RWH

    system savings at NPV. This is the amount of money that can be expected to

    be saved due to the installation of a given rainwater system. The financial

    performance of water reuse systems, particular the ability to save money

    compared to reliance on mains-only water, has been found to be an important

    factor in peoples willingness to adopt such technology (Marks et al, 2002; Hill et

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    al, 2003; BMRB, 2006). Therefore the use of RWH system savings as a key

    performance indicator is justified in this instance.

    The results have been plotted in a hierarchical manner in order to facilitate

    comparisons between different scenarios. The top level corresponds to different

    combinations of non-potable water uses, where:

    Uses = 1 represents WC flushing only.

    Uses = 2 represents WC flushing and garden irrigation.

    Uses = 3 represents WC flushing, garden irrigation & washing machine.

    The next level corresponds to the different discount rates (r) that were utilised,

    with each water use category containing results for discount rates of 3.5%, 5%,

    10% and 15%. Within each discount rate there are four discount periods (n) of

    5, 10, 25 and 50 years. Finally, within each discount period there are five

    occupancy rates (occ) of 1-5 inclusive.

    A summary of the WLC and savings results for each tank size are given in table

    6.6. Examination of figures 6.13 and 6.14, as well as those for the other tank

    sizes presented in appendix three, revealed a number of trends with regards to

    the WLCs and RWH system savings. Table 6.7 summarises these trends with

    respect to variations in water uses, discount rates, discount periods and

    occupancy levels. It should be noted that in all cases the WLC of the RWH

    system was greater than that of the equivalent mains-only system, hence for all

    scenarios the RWH systems resulted in a net financial loss.

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    Figure 6.13 WLC results for domestic 1.2m3 tank

    -6,000

    -4,000

    -2,000

    0

    2,000

    4,000

    6,000

    8,000

    10,000

    0 20 40 60 80 100 120 140 160 180 200 220 240

    Simulation number

    Va

    luea

    tNPV()

    RWH WLC Mains WLC RWH savings CapCost

    r = 3.5% r = 5% r = 10% r = 15% r = 3.5% r = 5% r = 10% r = 15% r = 3.5% r = 5% r = 10% r = 15%

    Uses = 1 Uses = 2 Uses = 3n=5,10,25,50

    occ=1,2,3,4,5

    Capital cost = 2,660

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    Figure 6.14 WLC results for domestic 1.5m3 tank

    -6,000

    -4,000

    -2,000

    0

    2,000

    4,000

    6,000

    8,000

    10,000

    0 20 40 60 80 100 120 140 160 180 200 220 240

    Simulation number

    Va

    luea

    tNPV()

    RWH WLC Mains WLC RWH savings CapCost

    r = 3.5% r = 5% r = 10% r = 15% r = 3.5% r = 5% r = 10% r = 15% r = 3.5% r = 5% r = 10% r = 15%

    Uses = 1 Uses = 2 Uses = 3n=5,10,25,50

    occ=1,2,3,4,5

    Best savings performance from all

    3,840 simulations, savings = -2,256

    Capital cost = 2,667

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    Table 6.6 Summary of WLC and savings results for domestic RWH system simulations

    RWH WLC summary Mains-only WLC summary RWH system savings summary

    Tanksize(m3)

    AverageWLC()

    Max.WLC()

    Min.WLC()

    Standarddeviation

    ()

    AverageWLC()

    Max.WLC()

    Min.WLC()

    Standarddeviation

    ()

    Averagesavings

    ()

    Max.savings

    ()

    Min.savings

    ()

    Standarddeviation

    ()

    1.2 3,743 8,207 2,698 1,076 1,089 5,463 96 921 -2,654 -2,271 -4,493 3411.5 3,727 8,107 2,705 1,060 1,089 5,463 96 921 -2,638 -2,256 -4,511 3422.4 4,550 8,797 3,454 1,036 1,089 5,463 96 921 -3,461 -2,932 -5,406 3473.0 4,609 8,811 3,640 1,026 1,089 5,463 96 921 -3,520 -3,059 -5,501 351

    3.5 4,814 8,998 3,697 1,022 1,089 5,463 96 921 -3,725 -3,176 -5,735 3534.0 4,707 8,877 3,756 1,017 1,089 5,463 96 921 -3,618 -3,120 -5,653 3554.7 5,089 9,256 3,865 1,013 1,089 5,463 96 921 -4,000 -3,344 -6,072 3595.0 4,298 8,460 3,355 1,010 1,089 5,463 96 921 -3,209 -2,686 -5,288 3646.0 4,922 9,103 3,990 1,006 1,089 5,463 96 921 -3,833 -3,304 -5,965 3646.5 5,363 9,558 4,083 1,007 1,089 5,463 96 921 -4,274 -3,562 -6,432 3677.0 4,515 8,715 3,592 1,003 1,089 5,463 96 921 -3,425 -2,887 -5,598 3749.0 4,836 9,100 3,931 1,000 1,089 5,463 96 921 -3,747 -3,181 -6,010 3799.4 5,752 10,034 4,527 1,002 1,089 5,463 96 921 -4,663 -4,006 -6,948 38011.0 5,062 9,388 4,164 1,002 1,089 5,463 96 921 -3,973 -3,376 -6,316 39513.0 5,816 10,220 4,929 1,007 1,089 5,463 96 921 -4,727 -4,111 -7,154 39815.0 6,580 11,054 5,695 1,014 1,089 5,463 96 921 -5,490 -4,857 -7,992 410

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    Table 6.7 Summary of trends in WLCs and RWH system savings

    For a given RWH system, effect ofincreasingparameter value on:

    ParameterRWHWLC

    MainsWLC

    RWHsavings

    Water uses Increase Increase IncreaseDiscount rate Decrease Decrease Varies

    Discount period Increase Increase DecreaseOccupancy Varies Increase Increase

    Increasing water uses: comments

    Greater water use led to higher WLCs for both RWH and mains systems which

    can be explained by the need for more mains top-up and increased pump

    usage in the latter case, and a greater demand for mains water in the former.

    RWH system savings increased with higher water usage but in general any

    improvement was marginal, although it was more pronounced with low discount

    rates and long discount periods.

    Increasing discount rate: comments

    Higher discount rates reduced the present value of future expenditures which

    explains why the WLCs of both the RWH and mains-only systems decreased as

    the discount rate increased. The effect on RWH system savings varied. At lower

    discount periods (principally 5 years) increasing the discount rate led to a

    marginal reduction in the RWH system savings. However at higher discount

    periods (principally 25 and 50 years) increasing the discount rate led to

    improved RWH system savings performance. This was due to the cost of

    maintenance becoming a larger factor for systems in operation for about ten

    years or longer. Increasing the discount rate for these systems reduced the

    present value of maintenance, thus reducing RWH WLC and improving RWH

    system savings. This is an interesting result because the use of lower discount

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    rates is often advocated where consideration of wider social and sustainability

    issues are required, e.g. see Larkin et al(2000) for a more detailed discussion.

    However, in this case the use of lower discount rates can, for a scenario using

    long discount periods, result in lower RWH system savings. As a result the

    installation of a RWH system may appear less financially attractive than if

    higher discount rates had been used.

    Increasing discount period: comments

    Longer discount periods led to an increase in the WLC of both the RWH

    systems and equivalent mains-only systems. This was to be expected since

    longer periods resulted in a requirement for increased maintenance and mains

    top-up for the RWH systems, and increased mains water usage for the mains-

    only systems. Longer discount periods were found to result in decreased RWH

    system savings. This was likely due to maintenance requirements which

    become more onerous the longer a system is operated, particularly with regards

    to component replacement which begins to become increasingly necessary

    after about ten years. Some authors have called for the use of long discount

    periods on the grounds of intergenerational equity, principally with regards to

    environmental sustainability (e.g. see Larkin et al, 2000). However, in this

    instance the use of longer discount periods would result in greater financial

    losses from the RWH system, making them less attractive as a sustainable

    technology.

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    Increasing occupancy: comments

    With regards to the RWH systems, increasing the occupancy rate either had no

    effect on the WLC or caused it to increase. The instances of zero increase can

    be explained by reference to the percentage of water demand that was met. For

    tank sizes that had the same water uses, discount rate and discount period but

    varying occupancy rates, those that had the same WLCs were also those that

    met 100% of the non-potable demand. The costs were the same because each

    of these systems required no mains top up, pumped the same volume of water

    and was subject to the same level of maintenance. For those tank sizes that

    exhibited increasing WLCs with increasing occupancy, the percentage of

    demand met was less than 100%, requiring mains top-up which incurred some

    additional cost. For the mains-only system, increased occupancy resulted in

    increased WLCs. This was to be expected since more people use collectively

    greater volumes of water, resulting in higher bills.

    With regards to RWH system savings, increasing occupancy resulted in

    improved RWH system savings in all cases. The rate of improvement was more

    pronounced over longer discount periods and lower discount rates.

    Most cost-effective domestic RWH system

    Figure 6.15 shows a composite plot of the RWH system savings results for all of

    the simulations that were run. Graphs showing the results sorted according to

    the selected water uses are given in appendix three. The performance of any

    individual tank is easier to determine from these graphs.

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    Figure 6.15 Predicted savings at NPV () for simulated domestic RWH systems

    -8,000

    -7,000

    -6,000

    -5,000

    -4,000

    -3,000

    -2,000

    -1,000

    0 20 40 60 80 100 120 140 160 180 200 220 240

    Simulation number

    Sav

    ings

    @N

    PV()

    1.2cu.m

    1.5cu.m

    2.4cu.m

    3.0cu.m

    3.5cu.m4.0cu.m

    4.7cu.m

    5.0cu.m

    6.0cu.m

    6.5cu.m

    7.0cu.m

    9.0cu.m

    9.4cu.m

    11.0cu.m

    13.0cu.m

    15.0cu.m

    Uses = 1r = 3.5% r = 5% r = 10% r = 15%

    Uses = 2r = 3.5% r = 5% r = 10% r = 15%

    Uses = 3r = 3.5% r = 5% r = 10% r = 15%

    Tank Sizesn=5,10,25,50

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    It can be seen from figure 6.15 and those in appendix three that tank size is

    broadly correlated with system savings, with larger tank sizes showing reduced

    savings (technically, greater losses). More precisely, RWH system savings are

    correlated with capital costs. This is shown graphically in figures 6.16 and 6.17.

    Figure 6.16 Relationship between tank size and capital cost

    y = 163.76x + 2874.2

    R2 = 0.7491

    0

    1,000

    2,000

    3,000

    4,000

    5,000

    6,000

    0.0 2.0 4.0 6.0 8.0 10.0 12.0 14.0 16.0

    Tank size (m

    3

    )

    Capitalcost()

    Tank size (cu.m) Linear (Tank size (cu.m)) Tank Size (cu.m)

    Figure 6.17 Relationship between capital cost and average, maximum

    and minimum RWH system savings

    y = -0.9485x - 91.367

    R2

    = 0.9989

    -8,000

    -7,000

    -6,000

    -5,000

    -4,000

    -3,000

    -2,000

    2,500 3,000 3,500 4,000 4,500 5,000 5,500 6,000

    Capital cost ()

    AverageRWHsavings(

    )

    Tanks assessed Linear (Tanks assessed)

    Error bars show maximum and

    minimum RWH system savings

    Capital cost ()

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    Figure 6.16 shows a reasonable correlation between tank size and capital cost.

    This is not linear because different suppliers charge different amounts and in

    some cases larger tanks were available at less cost, in terms of purchase and

    delivery, than some smaller tanks. Figure 6.17 shows that capital costs are

    strongly correlated to the average, maximum and minimum RWH system

    savings and explains why, in figure 6.15, smaller tanks in general show better

    financial performance than larger tanks. Analysis of the level of capital cost

    recovery revealed that the average value was in the range of only 0.2-3.8% for

    the sixteen tank sizes assessed, i.e. the ultimate financial losses were

    approximately equal to the capital cost expenditure.

    From figure 6.15 it can be seen that a tank size of 1.5m3 offered the best

    financial performance in the majority of cases (in that it showed the smallest

    financial loss). Out of 240 simulations it was ranked first a total of 193 times and

    was placed second for the remaining simulation runs. A tank size of 1.2m3

    proved to be the next best choice and this was ranked first a total of 47 times

    and second on all other occasions. (Note that on the graph the data points for

    the 1.2m3 tank are somewhat obscured by those of the 1.5m3 tank because the

    results were generally very similar). No other tank sizes ranked in the top two

    positions. The similar financial performances of the 1.5m3 and 1.2m3 tanks was

    not especially surprising given that the capital costs were almost the same

    (2,667 and 2,660 respectively). The larger capacity of the 1.5m3 tank explains

    why it outranked the smaller one in most cases as it was able to meet a greater

    portion of the demand on more occasions. Further information on the

    performance of these two tanks is given in tables 6.8 and 6.9.

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    Table 6.8 Summary of results for 1.2m3 tank

    Parameter and associated values

    ValuesRWH system

    WLC ()RWH systemsavings ()

    % demandmet

    Harvestedwater (m3/yr)*

    Maximum 8,207 -2,271 100% 37Average 3,743 -2,654 70% 23

    Minimum 2,698 -4,493 45% 7

    Standard dev. 1,076 341 18% 8*Harvested water supplied per year, averaged over analysis time period

    Table 6.9 Summary of results for 1.5m3 tank

    Parameter and associated values

    ValuesRWH system

    WLC ()RWH systemsavings ()

    % demandmet

    Harvestedwater (m3/yr)*

    Maximum 8,107 -2,256 100% 39

    Average 3,727 -2,638 73% 24

    Minimum 2,705 -4,511 47% 7Standard dev. 1,060 342 18% 8

    * Harvested water supplied per year, averaged over analysis time period

    6.4.1 Importance of maintenance costs in determining the direction of

    RWH system savings

    All of the simulated RWH systems led to a financial loss compared to the

    equivalent mains-only systems once all major costs were taken into account.

    However, it is not yet clear whether the rainwater systems lost or gained money

    once installation had occurred, i.e. did they begin to payback the initial capital

    cost investment or did they continue to lose money during the operational

    phase? Analysis of the results showed that out of 3,840 simulated systems,

    2,933 (76%) recouped at least some of the initial capital investment. The

    remaining 907 systems (24%) continued to lose money during the operation

    phase. Of those that did recoup some of the capital investment the average

    reduction was 268 (standard deviation of 142). This was not especially large

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    considering that the lowest capital cost, associated with the 1.2m3 tank, was

    2,660.

    A number of trends were evident amongst the systems that did not recover any

    of the capital expenditure. These tended to have lower occupancy rates, water

    uses and discount rates but higher discount periods. Figure 6.18 shows the

    various values of these parameters and the associated percentage of systems

    that continued to accrue losses (note that the parameter categories are

    independent and indicate general trends only).

    Figure 6.18 Key characteristics of systems which exhibited accruing

    financial losses

    0%

    25%

    50%

    75%

    100%

    1 2 3 4

    %o

    fto

    talnum

    bero

    fRWHsys

    tems

    with

    accru

    ing

    losses

    Occ. Uses r (%) n (yrs)

    1

    2

    3

    45

    1

    2

    3

    3.5

    5

    10

    15

    50

    2510

    5

    Parameter

    Closer examination of the model results showed that for most simulation years

    all of the modelled RWH systems, even those that ultimately lost in excess of

    the capital costs, did manage to repay some of the initial expenditure. This

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    included the cost of covering intra-yearly expenditures such as mains top-up,

    supply/sewerage standing charges and pump operating expenses. However, it

    was apparent that some recurring inter-yearly cost was diminishing the

    magnitude of the savings. This was due to the maintenance costs, which in

    these instances (accruing losses) proved to be ultimately of greater magnitude

    than the reductions in water bills. This is shown graphically in figures 6.19 and

    6.20 for a tank size of 1.5m3 (capital cost = 2,667), household occupancy of

    two and three water uses (WC flushing, garden irrigation and washing

    machine). This particular RWH system was selected because the results

    straddled the border between some improvement in savings and further losses,

    depending on the discount rate. Hence this particularly example was useful for

    investigating the factors which could drive a system in either direction.

    Figure 6.19 Increasing/decreasing system savings over 25 years owing to

    maintenance requirements

    -3,000

    -2,900

    -2,800

    -2,700

    -2,600

    -2,500

    -2,400

    -2,300

    -2,200

    -2,100

    -2,000

    1 6 11 16 21

    Year

    RWHsys

    temsav

    ings

    ()

    r = 15%

    r = 10%

    r = 5%

    r = 3.5%

    CapCost

    15%

    10%

    5%

    3.5%

    Solenoid valve

    Pump

    Level switch

    Solenoid valve, control

    unit, coarse filter Pump

    Capital

    expenditure

    = 2,667

    25

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    Figure 6.20 Increasing/decreasing system savings over 100 years owing

    to maintenance requirements

    -3,200

    -3,000

    -2,800

    -2,600

    -2,400

    -2,200

    -2,000

    0 20 40 60 80 100

    Year

    RW

    Hsys

    temsav

    ings

    ()

    r = 15%

    r = 10%

    r = 5%

    r = 3.5%

    CapCost

    15%10%

    5%

    3.5%

    Capital

    expenditure

    = 2,667

    Figure 6.19 shows that repayment of the capital costs began to occur once the

    RWH system became operational. Within the first ten years cumulative returns

    of between 300-400 were evident, depending on the discount rate. However,

    beyond this point maintenance became increasingly necessary and this began

    to erode the value of any savings that had accumulated. A cycle of

    increasing/decreasing returns became evident, the amplitude of which

    attenuated over time to a degree dependant on the selected discount rate. For

    higher rates (10% and 15%) a constant savings value was reached (gradient

    tended towards zero) and this could be considered the ultimate level of financial

    loss/gain. The same tendency towards a zero gradient was observed for the

    lower discount rates (3.5% and 5% in figure 6.20).

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    For the lower rates the erosive power of maintenance costs caused the savings

    to dip below the original capital cost expenditure (-2,667 on the graph) after 15

    years. They then briefly spiked above this level on two occasions before

    permanently dropping below it after about 30 years. Final system savings were

    in the region of -2,997 and -2,822 for discount rates of 3.5% and 5%

    respectively. For the higher discount rates, the stronger attenuating effects

    meant that the present value of future maintenance costs were never high

    enough to totally diminish the savings that had accrued in the first decade of

    operation. However, this also meant that any future savings were also strongly

    attenuated and so the present value of future savings quickly reached a

    relatively constant level after about 30 years. Although some savings had

    accrued during the operational phase, these were only a small fraction of the

    capital cost. For discount rates of 10% and 15% only 337 and 330 of the

    initial 2,667 investment was repaid after 100 years.

    These observations led to the conclusion that even systems which perform well

    financially during the operational phase may not ultimately result in an NPV

    greater than zero due to the profit eroding effects of discounting. Some authors

    have calculated long payback periods. For example Brewer et al(2001) discuss

    two RWH systems with estimated payback times of 55 and 267 years. Given

    the attenuating effect of discounting future cash flows even these extended

    timeframes seem unrealistic, especially when using higher discount rates.

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    In the literature review, particularly chapter four, it was shown that existing

    research to date has not included the full range of maintenance requirements

    with regards to major component replacement, and in some instances no

    maintenance was assumed to occur at all. In general only pump replacement

    was explicitly considered. Given the noted importance of maintenance costs in

    determining whether a system pays back some of the capital expenditure or

    continues to lose money, a decision was taken to conduct an investigation into

    the implications of assuming that pump replacement was the only maintenance

    activity required throughout the operational life of the system.

    Figure 6.21 shows the results of simulating the same system described

    previously (1.5m3 tank, occupancy of two and three water uses) but with a

    maintenance schedule consisting solely of pump replacement every 10 years.

    The assumed cost was 350, not 425 since other researchers have tended to

    ignore the installation cost, previously assumed here to be 75.

    For higher discount rates the repayment of capital costs occurred at a relatively

    rapid decreasing rate. After approximately 40 years the RWH system savings

    had reached an essentially constant value of -1,961 and -2,141 at discount

    rates of 10% and 15% respectively. For rates of 3.5% and 5% savings

    continued to accrue beyond 100 years which was the maximum length of time

    that the thesis model was capable of simulating. Therefore, logarithmic trend

    lines were fitted to the data series (r2 > 0.93 in both instances) and extrapolated

    forward.

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    Figure 6.21 Savings for RWH system with limited maintenance

    requirements (pump replacement only)

    -2,700

    -2,200

    -1,700

    -1,200

    -700

    -200

    300

    800

    1,300

    1,800

    0 1000 2000 3000 4000

    Year

    RW

    Hsys

    temsav

    ings

    ()

    r = 15%

    r = 10%

    r = 5%

    r = 3.5%

    CapCost

    Log. (r = 3.5%)

    Log. (r = 5%)

    Capital

    expenditure

    = 2,667

    15%10%

    5%

    3.5%Payback = 302 years

    Payback = 3,027years

    Payback not possible

    Payback of the initial investment was found to be theoretically possible but

    required very long time periods to achieve. For a discount rate of 3.5% the

    predicted payback period was 302 years. This was well beyond the predicted

    useful life for rainwater storage tanks, which has been estimated at up to 65

    years for the underground GRP varieties (see appendix two). Realistically

    speaking timeframes of this magnitude are probably beyond the life of most

    modern buildings and so are essentially meaningless as guides to payback

    periods for RWH systems. The results for the 5% discount were even less

    plausible, with an estimated payback period of over 3,000 years. Again,

    timeframes on this scale are meaningless in real terms within the context of this

    investigation.

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    Although the above payback periods were improbably long, the analysis was

    revealing in that any payback was predicted at all. This was in stark contrast to

    the thesis model which, analysing the same RWH system using the same range

    of discount rates and periods, predicted that payback could not be achieved in

    any timeframe. This highlights the importance of the approach taken in the

    thesis of including a more realistic range of maintenance requirements. This can

    make the difference between predicting on-going savings and recouping at least

    some of the initial capital cost, and predicting an on-going loss which ultimately

    leads to losses greater than the initial capital cost. It can also mean the

    difference between predicting no payback achievable in any timeframe, and

    predicting payback but over a long time period.

    These findings may have implications regarding the provision of capital cost

    subsidies/grants for RWH systems. Although these have not to date been

    widely implemented in the UK this may change in the future. For example,

    domestic RWH may become more common due to the implementation of the

    Code for Sustainable Homes (DCLG, 2006c). The results presented here

    indicate that there may be some circumstances where, even if a homeowner

    was able to offset 100% of the capital costs, they may still ultimately be worse

    off financially due to the maintenance requirements (assuming that they were

    responsible for paying these).

    Referring back to figure 6.18 it can be seen that the systems that lost money

    during the operational phase were generally associated with low occupancy

    rates, water uses and discount rates, and long discount periods. Conversely,

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    systems that recouped at least some of the capital expenditure were associated

    with higher occupancy rates, water uses and discount rates, and shorter

    discount periods. These latter two criteria may not be an issue for most

    homeowners. Voinov & Farley (2006) state that individuals tend to use high

    discount rates and short discount periods, even if only subconsciously.

    However, occupancy rates and water uses are physical quantities that are likely

    to vary from building to building. Therefore, if the installation of domestic RWH

    systems were to become more widespread in new-build developments, or

    capital cost subsidies/grants were to become available, it is recommended that

    preference be given to those buildings that have high occupancy rates and that

    use harvested water for the widest range of applications. If installed in low

    occupancy, low water use buildings even a free rainwater system could

    ultimately cost the homeowner money. This may prompt them to discontinue

    use of the system and would be unlikely to imp rove the publics perception of

    such technology.

    6.5 Financial results presented as average incremental costs (AICs)

    Presenting results as WLCs can make it difficult to compare costs and benefits

    between RWH systems that have dissimilar characteristics, such as different

    water uses or occupancy rates. An alternative way to present the financial

    results is as average incremental costs (AICs). This method allows the cost per

    unit of benefit derived to be calculated, which in this case would be the cost per

    cubic metre of water supplied from a RWH system compared to that supplied

    from the equivalent mains-only system. This normalises the results and data

    from different systems with different characteristics can be directly compared.

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    This approach has been used by a number of other researchers in the field, e.g.

    Brewer et al, 2001; Coombes et al, 2003b; Shaaban & Appan, 2005; MJA,

    2007.

    Using the same assessment criteria as for the WLC analysis, a further 3,840

    simulations were run and the AICs from each recorded. Figure 6.22 shows a

    plot of the results. Details of any specific system are not discernible from this

    graph. However, it does demonstrate that the unit cost of water supplied by the

    RWH systems was in all instances greater than that from the mains-only

    systems, in some cases by an order of magnitude. Figure 6.23 shows a close

    up of the origin, with the line of equivalence marked on the graph (that is, the

    line that a data point would lie on if the RWH AIC was equal to the equivalent

    mains-only AIC). This scale demonstrates the best results in terms of how close

    the RWH AICs were to matching those of the mains-only system. However, in

    each case it can be seen that water supplied from the RWH systems was more

    expensive on a per unit basis than that supplied from the mains. The best single

    result and corresponding simulation conditions is marked on the graph. Even in

    this instance the AIC ratio (RWH AIC divided by mains-only AIC) was 1.48. For

    a RWH system to be cost effective on a per-unit basis the AIC ratio would have

    to be less than 1.

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    Figure 6.22 AIC comparison between domestic RWH systems and

    equivalent mains-only systems

    0.00

    0.50

    1.00

    1.50

    2.00

    2.50

    3.00

    3.50

    4.00

    0.00 20.00 40.00 60.00 80.00 100.00 120.00 140.00 160.00 180.00

    AIC (/m3) water supplied by RWH system

    AIC(/m

    3)mains-onlywater

    Figure 6.23 Close-up of figure 6.22 showing line of equivalence for low

    AICs

    0.00

    0.50

    1.00

    1.50

    2.00

    2.50

    3.00

    3.50

    4.00

    0.00 0.50 1.00 1.50 2.00 2.50 3.00 3.50 4.00

    AIC (/m3) water supplied by RWH system

    AIC(/m

    3)ma

    ins-on

    lywa

    ter

    1.2cu.m

    1.5cu.m

    2.4cu.m

    3.0cu.m

    3.5cu.m

    4.0cu.m

    4.7cu.m

    5.0cu.m

    6.0cu.m

    6.5cu.m

    7.0cu.m9.0cu.m

    9.4cu.m

    11.0cu.m

    13.0cu.m

    15.0cu.m

    Tank Sizes

    AIC RWH = WLC AICAIC RWH

    WLC AICLowest AIC ratio = 1.48

    1.5m tank, occ = 5, water

    uses = 3, r = 3.5%, n = 50yrs

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    The correlation between capital costs and RWH system AICs as well as AIC

    ratios was investigated. From figures 6.24 and 6.25 it can be seen that both the

    RWH system AICs and AIC ratios were strongly correlated with capital costs,

    with lower costs resulting in correspondingly lower AICs. It was shown

    previously that capital costs are broadly correlated with tank size, thus smaller

    tank sizes have generally lower AICs and AIC ratios than do the larger variants.

    Figure 6.24 Relationship between capital cost and average, maximum

    and minimum RWH system AICs

    y = 0.0035x + 1.7323

    R2

    = 0.9998

    0.00

    30.00

    60.00

    90.00

    120.00

    150.00

    180.00

    2,500 3,000 3,500 4,000 4,500 5,000 5,500 6,000

    Capital cost ()

    AverageRWHAICs(/m3)

    Tanks assessed Linear (Tanks assessed)

    Error bars show maximum and

    minimum RWH AICs

    Capital cost ()

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    Figure 6.25 Relationship between capital cost and average, maximum

    and minimum AIC ratios

    y = 0.0017x + 1.0089

    R2 = 0.9998

    0.00

    10.00

    20.00

    30.00

    40.00

    50.00

    60.00

    2,500 3,000 3,500 4,000 4,500 5,000 5,500 6,000

    Capital cost ()

    AverageAICratios

    Tanks assessed Linear (Tanks assessed)

    Error bars show maximum and

    minimum AIC ratios

    Capital cost ()

    Figures 6.26 and 6.27 show detailed results for tank sizes 1.2m3 and 1.5m3.

    Results for the other fourteen tank sizes that were assessed are given in

    appendix three. With regards to the graphs, the notation located at the top is the

    same as for the WLC graphs shown previously. On the left-hand (logarithmic) y-

    axis is the AICs of the RWH and equivalent mains-only systems which have

    been plotted against the simulation number (x-axis). On the right-hand (linear)

    y-axis has been plotted the AIC ratio. A summary of the main AIC results for

    each tank size are given in table 6.10.

    A number of trends were apparent in the results. These are summarised in table

    6.11 with respect to variations in water uses, discount rates, discount periods

    and occupancy levels. It should be noted that in all cases the AIC of the RWH

    systems was greater than that of the equivalent mains-only systems. Therefore,

    in all the scenarios assessed the cost of water on a per unit basis was more

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    expensive when supplied from the RWH systems than it was from relying solely

    on mains water. AIC ratios ranged from between 1.48 (1.5m3 tank, occ=5, water

    uses=3, r=3.5%, n=50yrs) to 59.04 (15.0m3 tank, occ=1, water uses=1, r=15%,

    n=5yrs). On average the unit cost of harvested water was 7.58 times greater

    than that supplied from the mains.

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    Figure 6.26 AIC results for domestic 1.2m3 tank

    0.10

    1.00

    10.00

    100.00

    0 20 40 60 80 100 120 140 160 180 200 220 240

    Simulation number

    AICs

    (/m

    3)

    0

    5

    10

    15

    20

    25

    30

    RWH AIC Mains AIC AIC Ratio (RWH/mains)

    r = 3.5% r = 10% r = 15%n=5,10,25,50

    Uses = 1

    r = 5%

    Uses = 2

    occ=1

    Uses = 3

    AICra

    tio

    (RWH/ma

    ins

    r = 3.5% r = 10% r = 15%r = 5% r = 3.5% r = 10% r = 15%r = 5%

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    Figure 6.27 Primary AIC results for domestic 1.5m3 tank

    0.10

    1.00

    10.00

    100.00

    0 20 40 60 80 100 120 140 160 180 200 220 240Simulation number

    AICs

    (/m

    3)

    0

    5

    10

    15

    20

    25

    30

    RWH AIC Mains AIC AIC Ratio (RWH/mains)

    r = 3.5% r = 10% r = 15%n=5,10,25,50

    Uses = 1

    r = 5%

    Uses = 2

    occ=1

    Uses = 3

    AICra

    tio

    (RWH/ma

    ins

    )

    r = 3.5% r = 10% r = 15%r = 5% r = 3.5% r = 10% r = 15%r = 5%

    Lowest AIC ratio = 1.48

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    Table 6.10 Summary of AIC results for domestic RWH systems

    RWH AIC summary Mains-only AIC summary AIC ratio (RWH/mains) summary

    Tanksize(m3)

    AverageAIC()

    Max.AIC()

    Min.AIC()

    Standarddeviation

    ()

    AverageAIC()

    Max.AIC()

    Min.AIC()

    Standarddeviation

    ()

    AverageAICratio

    Max.AICratio

    Min.AICratio

    Standarddeviation

    1.2 11.07 81.12 1.05 12.69 1.79 3.51 0.40 0.73 5.50 27.97 1.50 4.141.5 11.06 81.33 1.04 12.73 1.79 3.51 0.40 0.73 5.49 28.04 1.48 4.152.4 14.08 107.17 1.26 16.77 1.79 3.51 0.40 0.73 6.94 36.98 1.61 5.513.0 14.32 109.36 1.27 17.11 1.79 3.51 0.40 0.73 7.05 37.74 1.61 5.63

    3.5 15.08 115.83 1.33 18.13 1.79 3.51 0.40 0.73 7.41 39.98 1.65 5.974.0 14.71 112.83 1.30 17.66 1.79 3.51 0.40 0.73 7.24 38.94 1.62 5.824.7 16.10 124.65 1.40 19.51 1.79 3.51 0.40 0.73 7.90 43.03 1.69 6.445.0 13.28 100.81 1.18 15.79 1.79 3.51 0.40 0.73 6.54 34.78 1.55 5.196.0 15.53 120.00 1.36 18.78 1.79 3.51 0.40 0.73 7.63 41.42 1.67 6.206.5 17.11 133.46 1.48 20.89 1.79 3.51 0.40 0.73 8.39 46.07 1.75 6.917.0 14.09 107.92 1.24 16.90 1.79 3.51 0.40 0.73 6.93 37.24 1.60 5.579.0 15.26 118.08 1.33 18.49 1.79 3.51 0.40 0.73 7.50 40.75 1.67 6.119.4 18.54 145.78 1.59 22.82 1.79 3.51 0.40 0.73 9.08 50.33 1.84 7.5611.0 16.09 125.06 1.40 19.58 1.79 3.51 0.40 0.73 7.90 43.17 1.72 6.4813.0 18.80 148.00 1.60 23.17 1.79 3.51 0.40 0.73 9.20 51.10 1.87 7.6815.0 21.53 170.96 1.81 26.77 1.79 3.51 0.40 0.73 10.51 59.04 2.02 8.89

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    Table 6.11 Summary of trends in AICs and AIC ratios

    For a given RWH system, effect ofincreasingparameter value on:

    ParameterRWHAIC

    MainsAIC

    AICratio

    Water uses Decrease Decrease DecreaseDiscount rate Decrease Decrease Increase

    Discount period Decrease Decrease DecreaseOccupancy Decrease Decrease Decrease

    Increasing water uses: comments

    For low water uses (WC only) RWH AICs were significantly higher than for the

    other water use scenarios. Moving from uses = 1 to uses = 2 resulted in a

    significant drop in all associated RWH AICs. Moving from uses = 2 to uses =

    3 also resulted in a reduction but this was much less pronounced than in the

    former case. Higher RWH AICs were associated with lower water uses primarily

    because the costs of the system were divided between lower volumes of water.

    Mains-only AICs showed much less variation between water use scenarios

    although there was still a trend of decreasing AICs with increasing usage. This

    occurred because as water demand increased the fraction of supply and

    sewerage standing charges assigned each unit of water was reduced.

    The AIC ratio (RWH/mains) decreased as water use increased, primarily driven

    by a reduction in RWH AICs. Again reductions were more significant when

    moving from uses = 1 to uses =2 than they were between uses = 2 and

    uses = 3.


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