COMPUTER-AIDED CHEMICAL ENGINEERING, 29

21st EUROPEAN

SYMPOSIUM ON

COMPUTER AIDED

PROCESS ENGINEERING

PART - A

Edited by

E.N. PistikopoulosImperial College London, UK

M.C. GeorgiadisAristotle University of Thessaloniki, Greece

A.C. Kokossis

National Technical University of Athens, Greece

ELSEVIER

Amsterdam - Boston - Heidelberg - London - New York - Oxford

Paris - San Diego - San Francisco - Singapore - Sydney - Tokyo

Contents

Preface xxxiii

Members ofthe International Scientific Committee xxxv

Multiscale Modeling

Detailed Mathematical Modelling of Liquid-Liquid Extraction Columns

Moutasem Jaradat, Menwer Attarakih and Hans-.]org Bart 1

Multi-Scale modelling of a membrane reforming power cycle with C02 capture

0ivind Wilhelmsen, Rahul Anantharaman, David Berstad and Kristin Jordal 6

Modeling the liquid back mixing characteristics for a kinetically controlled reactive

distillation process

Mayank Shah, Edwin Zondervan, Anton A. Kiss, Andre B. de Haan 11

Application of computer-aided multi-scale modellingframework - Aerosol case studyMartina Heitzig, Chistopher Gregson, Giirkan Sin, Raflqul Gani 16

Sensitivity of shrinkage and collapse functions involved in pore

formation during dryingSeddik Khalloufl, CristMan Almeida-Rivera, Jo Jarisen, Marcel Van-Der-Vaarl,

and Peter Bongers 21

A reduced-order approach of Distributed parameter models using Proper

orthogonal decompositionM. Valbuena, D. Sarabia, C. de Prada 26

A Process Unit Modeling Framework within a Heterogeneous

Simulation Environment

Ingo Thomas 31

Mathematical description of mass transfer in supercritical-carbon-dioxide-dryingprocesses

Cristhian Almeida-Rivera, Seddik Khalloufl, Jo Jansen and Peter Bongers 36

Three-moments conserving sectional techniques for the solution

ofcoagulation and breakage population balances

Margaritis Kostoglou, Michalis C. Georgiadis 41

Modelling and Simulation of Forced Convection Drying of Electric Insulators

Cristea Vasile-Mircea, Goga Firuta, Mogos Liviu Mihai 46

Comprehensive Mathematical Modeling of Controlled Radical Copolymerization in

Tubular Reactors

Mariano Asteasuain, Daniel Covan, Claudia Sarmoria, Adriana Brandolin

Carolina Leite de Araujo, Jose Carlos Pinto 51

An Efficient High Resolution FEM for PDE SystemsDue Hoang Minh, Harvey Arellano-Garcia, Lorenz T. Biegler 56

Simulation ofReactive Absorption: Model Validation for C02-MEA system

Chinmay Kale, Inga Tonnies, Hans Hasse, Andrzej Gorak 61

A CFD-Population Balance Model for the Simulation of Ktthni Extraction Column

Mark W. Hlawitschka, Moutasem Jaradat, Fang Chen, Menwer M. Attarakih,

Jorg Kuhnert, Hans-Jorg Bart 66

vi Contents

CFD Study on the Application of Rotary Kiln in PyrolysisKa-Leung Lam, Adetoyese O. Oyedun, Chi-Wai Hui 71

Towards a Generic Simulation Environment for Multiscale Modellingbased on Tool IntegrationYang Zhao, Cheng Jiang, Aidong Yang 76

Integral Formulation of the Population Balance Equationusing the Cumulative QMOMMenwer Altarakih, M. Jaradat, M. Hlawitschka, H.-J. Bart, J. Kuhnert 81

Integration of Generic Multi-dimensional Model and Operational Policies

for Batch Cooling CrystallizationNoor Asma Fazli Abdul Samad, Ravendra Singh, Giirkan Sin,Krist V. Gernaey, Rqflqul Gani 86

A Multi-scale Systems Approach to Granulation Process DesignRohit Ramachandran 91

Multi-scale modeling of activated sludge floe structure formation

in wastewater bioreactors

Irina D. OJijeru, Micol Bellucci, Vasile Lavric, Cristian Picioreami, Thomas P. Curtis 96

A Multi-layered Ontology for Physical-Chemical-Biological Processes

Heinz A Preisig 101

Modeling and simulation ofa gas cleaning section in a Cu/Ni metallurgical plantMimes Alie, Tor Anders Hauge, Benit Lie 106

A novel approach to the biomass pyrolysis step and product lumpingDaniele Bernocco, Paolo Greppi, Elisabetta Arato 111

Towards a rigorous model ofelectrodialysis processesMatthias Johannink, Adel Mhamdi, Wolfgang Marquardt 116

Stochastic Monte Carlo Simulations as an Efficient Multi-Scale Modeling Tool

for the Prediction of Multi-Variate Distributions

Dimitrios Meimaroglou, Costas Kiparissides 121

Modeling of a batch emulsion copolymerization reactor in the presenceofa chain transfer agent: estimability analysis, parameters identification

and experimental validation.

B. Benyahia, M. A. Latiji, C. Fonteix, F. Pla 126

Multiscale modeling of chemical vapor deposition of silicon

Nikolaos Cheimarios, Sokratis Gamelis, George Kokkoris, Andreas G. Boudouvis 131

3D Cellular automata for modeling of spray freeze drying processS. Ivanov, A. Troyankin, P. Gurikov, A.Kolnoochenko, N. Menshutina 136

Spatially 3D simulation of a catalytic monolith by couplingof ID channel model with CFD

Jan Stepdnek, Petr Koci, Milan Kubicek, Frantisek Plat, Milos Marek 141

Contents

A generic framework for stochastic dynamic simulation ofchemical

engineering systems using free/opensource software

Carl Sandrock and Philip de Vaal 146

Modelling of micro- and nano-patterned electrodes for the study and control

of spillover processes in catalysis/. Bonis, S. Valino-Pazos, I.S. Fragkopoulos, C. Theodoropoulos 151

Multiscale Modeling of a Silicon Solar Wafer Manufacturing Process

Ruochen Liu, German Oliveros, Seetharaman Sridhar, B. Erik Ydstie 156

Process modelling and model reduction for chemical engineering applications

Bogdan Dorneanu, Johan Grievink, Cost in S. Bildea 161

General-purpose graphics processing units application for diffusion simulation

using cellular automata

A, Kolnoochenko, P. Gurikov, N. Menshutina 166

Mercury Transformation Modelling with Bromine Addition in Coal Derived Flue Gases

Kevin J. Hughes, Lin Ma, Richard T.J. Porter and Mahomed Pourkashanian 171

Synthesis and Design

Optimal design of multiple dividing wall columns based on genetic programmingFernando I. Gomez-Castro, Mario A. Rodriguez-Angeles, Juan G. Segovia-Hernandez,Claudia Gutierrez-Antonio, Abel Briones-Ramirez 176

Retrofit design ofa pharmaceutical batch process considering green chemistry

and engineering principlesAlireza Banimostafa, Stavros Papadokonstantakis, KonradHungerbiihler 181

Design and control of an energy integrated biodiesel process

Anton A. Kiss, Costin Sarin Bildea 186

A systematic approach towards applicability of reactive distillation

Anton A. Kiss, Prachi Singh, CornaldJ, G. van Strien 191

Strategies for the Robust Simulation ofThermally Coupled Distillation Sequences

Miguel A. Navarro, Jose A. Caballero, Ignacio E. Grossmann 196

Spatiotemporal pattern formation in an electrochemical membrane reactor

during deep CO removal from reformate gas

RichardHanke-Rauschenbach, Sebastian Kirsch andKai Sundmacher 201

Optimization ofDesign and Operation ofReverse Osmosis Based Desalination Process

Using MINLP Approach Incorporating Fouling Effect

Kamal M. Sassi, Iqbal. M. Mujtaba 206

Logic-Sequential Approach to the Synthesis of

Complex Thermally Coupled Distillation Systems,

Jose A. Caballero, Ignacio E. Grossmann 211

viii Contents

Computer Aided Design and Analysis ofContinuous Pharmaceutical Manufacturing

Processes

Fani Boiikouvala, RohitRamachandran, Aditya Vcmara.se, Fernando J. Muzzio,

Marianthi G. Ierapetritou 216

Phenomena-based Process Synthesis and Design to achieve Process Intensification

Philip Luize, Rafiqul Gani, John M. Woodley 221

A Novel Process Design for the Hydroformylation of Higher Alkenes,

Michael Midler, Victor Alejandro Merchan, Harvey Arellano-Garcia

Reinhard Schomcicker, Giinter Wozny 226

Flowsheet Optimization by Memetic AlgorithmsMaren Urselmann, Sebastian Engell 231

Biomass to chemicals: Design of an extractive reaction process for the productionof 5-hydvoxymethylfurfuralAna I. Torres, Prodromes Daoutidis, Michael Tsapatsis 236

A strategy to extend reactive distillation column performanceunder catalyst deactivation

Rui M. Filipe, Henrique A. Matos, Augusto Q. Novais 241

Separation Circuits Analysis and Design, Using Sensitivity Analysis

Freddy Lucay, Mario E. Mellado, Luis A. Cisternas, Edelmira D. Galvez 246

Feasibility ofreactive pressure swing batch distillation in a double

column configurationGabor Modla 251

Lipid Processing Technology: Building a Multilevel Modeling Network

Carlos A. Diaz-Tovar, Azizul A. Mustaffa, Amol Hukkerikar, Alberto

Quaglia, Giirkan Sin, Georgios Kontogeorgis, Bent Samp, Rafiqul Gani 256

Enhancement ofProductivity ofDistillate Fractions by Crude Oil

Hydrotreatment: Development of Kinetic Model for the Hydrotreating Process

Aysar T. Jarullah, Iqbal M. Mujtaba, andAlastair S, Wood 261

Modeling and design of reacting systems with phase transfer catalysisChiara Piccolo, George Hodges, Patrick M. Piccione, Rafiqul Gani 266

A systematic methodology for the design ofcontinuous active pharmaceutical ingredient

production processes

Albert E. Cervera, Rafiqul Gani, Stiren Kiil, Tommy Skovby,Krist V. Gemaey 271

Synthesis tool for separation processes in the pharmaceutical industryAna I. C. Morao, Edwin Zondervan, Gerard Krooshof, Rob Geertman, Andre B. de Haan 276

New algorithm for the determination of product sequences

in azeotropic batch distillation

Laszlo Hegely, Peter Lang 281

Contents ix

Designing multi-product biopharmaceutical facilities using evolutionary algorithmsAna S. Simaria, Ying Gao, Richard Turner and Suzanne S. Farid 286

Ravendra Singh, Raquel Rozada-Sanchez, Tim Wrote, Firms Midler, Krist V. Gernaey,Raflqul Gam, John M. Woodley 291

Modified Case Based Reasoning cycle for Expert Knowledge Acquisitionduring Process design.Eduardo Rolddn, Siephane Negny, Jean Marc Le Lann, Giullermo Cortes 296

Integrating process simulation and MINLP methods for the optimaldesign of absorption cooling systemsJuan A. Reyes-Labarta, Robert Brunei, Jose A. Caballero, Dieter Boer, Laureano Jimenez 301

A method for the design and planning operations of heap leaching circuits

Jorcy Y. Trujillo, Mario E. Mellado, EdelmiraD. Gdlvez, Lids A. Cisternas 306

A data mining approach for efficient systems optimization under

uncertainty using stochastic search methods

Garyfallos Giannakoudis, Athanasios 1. Papadopoulos, Panos Seferlis,Spyros Voutetakis 311

Integrated Design of a Reactor and a Gas-Expanded Solvent

Eirini Siougkrou, Amparo Galindo and Claire S. Adjiman 316

Computer Aided Flowsheet Design using Group Contribution Methods

Susilpa Bommareddy, Mario R. Eden, Raflqul Gani 321

A Business Process Model for Process Design that IncorporatesIndependent Protection Layer Considerations

Tetsuo Fuchino, Yukiyasu Shimada, Teiji Kitajima, Kazuhiro Takeda,Rafael Batres, Yuji Naka 326

Conceptual design of glycerol etherification processes

Elena Vlad, Costin Sarin Bildea, Elena Zaharia, Grigure Bozga. 331

Dynamic Conceptual Design under Market Uncertainty and Price VolatilityDavide Manca, Andrea Fini, Mirko Oliosi 336

Analysis of separation possibilities of

multicomponent mixtures

Laszlo Szabo, Sandor Nemeth, Ferenc Szeifert 341

A Computer tool for the development ofpoly(lactic acid) synthesis process

from renewable feedstock for biomanufacturing

Guillermo A. R. Martinez, AstridJ. R. Lasprilla, Betdnia H. Lunelli,

Andre L. Jardini, Rubens Made! Filho 346

Robust optimisation methodology for the process synthesisof continuous technologiesMayankP. Patel, May Shah, Robert Ashe 351

A Shortcut Design for Kaibel Columns Based on Minimum Energy DiagramsMaryam Ghadrdan, IvarJ. Halvorsen, Sigurd Skogestad 356

X Contents

A superstructure optimization approach for optimal refinery water

network systems synthesis with membrane-based regenerators

Cheng Seong Khor, Nilay Shah 3 61

New generalised double-column system for batch heteroazeotropic distillation

Ferenc Denes, Peter Lang, Xavier Joidia 366

Design ofan Optimal BiorefineryMehboob Nawaz, Edwin Zondervan, John Woodley and Ruflqul Gani 371

A Novel Design Concept for the Oxidative Coupling of Methane

Using Hybrid Reactors

Stanislav Jaso, Harvey Arellano-Garcia, Giinter Wozny 377

Comparison of Extractive and Pressure-Swing Batch Distillation for

Acetone-Methanol SeparationGabor Modla and Peter Lang 382

Constructive nonlinear dynamics for reactor network synthesiswith guaranteed robust stabilityXiao Zhaoa, Wolfgang Marquardt 387

Systems Analysis of Benign Hydrogen Peroxide Synthesisin Supercritical C02

Deborah B. Bacik, Wei Yuan, Christopher B. Roberts, Mario R. Eden 392

Design ofpervaporation modules based on computational process modellingPatrick Schiffmann, Jens-Uwe Repke 397

Surrogate-based VSA Process Optimization for Post-Combustion CO 2 CaptureM M Faruque Hasan, I. A. Karimi, S. Farooq, A. Rajendran.M. Amanullah, 402

Design of flexible process flow sheets with a large number ofuncertain parametersMihael Kasas, Zdravko Kravanja, Zorka Novak Pintaric 407

A Design methodology for Internally Heat-IntegratedDistillation Columns (IHIDiC) with side condensers and side reboilers (SCSR)Scmkari Maddu, Ranjan K Malik 412

Development of a synthesis tool for Gas-To-Liquid complexes.Jan van Schijndel, Norl Thijssen, Govert Baak, Abhijeet Avhale,Jerome Ellepola, Johan Grievink 417

Pareto-Navigation in Chemical EngineeringNorbert Asprion, Sergej Blagov, Oliver Ryll, Richard Welke,Anton Winterfeld, Agnes Dittel, Michael Bortz, Karl-Heinz Kiifer,Jakob Burger, Andreas Scheithauer, Hans Hasse 422

Optimization and Control

Integration ofontology and knowledge-based optimizationin process synthesis applicationsFranjo Cecelja, Antonis Kokossis, Du Du 421

Contents

Feasibility analysis ofblack-box processes using an

adaptive sampling kriging based method

Fani Boukouvala, Fernando J. Mvzzio, Marianthi G. lerapetritou

Multiobjective Optimization for Plastic Sheet Production

M. Rivera-Toledo, G. Meneses-Castellanos, and A. Flores-Tlacuahuac

Systematic identification and robust control designfor uncertain time delay processesJakob K. Huusom, Niels K. Paulsen, Sten B. Jergensen, John B. J0rgensen

Control and dynamic optimization of a BTX dividing-wall columnAnton A. Kiss, Rohit R. Rewagad

Process Dynamic Optimization Using ROMeoFlavio Manenti, Guido Buzzi-Ferraris, Sauro Piemcci, Maurizio Rovaglio,Harpreet Gulati

Model based optimisation ofa cyclic reactor for the production ofhydrogen

F'dip Logist, Joost Lauwers, Benoit Trigaux, Jan F. Van Impe

Multi-objective optimisation approach to optimal experiment design in

dynamic bioprocesses using ACADO toolkit

Filip Logist, Dries Telen, Eva Van Derlinden, Jan F. Van Impe

A disturbance estimation approach for online model-based redesignof experiments in the presence of systematic errors

F. Galvanin, M. Barolo, G, Pannocchia andF. Bezzo

A Semidefmite Programming Approach to Portfolio OptimizationRaquelJ. Fonseca, Wolfram Wiesemann, Berc Rustem

Increase the catalytic cracking process efficiency by implementationan optimal control structure. Case studyCristina Popa, Cristian Patrascioin

Experimental Evaluation of a Robust NMPC Strategy for an

Unstable Nonlinear Process

Udo Schubert, Andreas Lange, Harvey Arellano-Garcia, Giinler Wozny

Economic Plantwide Control of C4 Isomerization Process

Rahul Jagtap, Sonam Goenka, Nitin Kaistha

Application of Graphic Processing Unit in Model Predictive Control

Arash Sadrieh, Parisa A. Bahri

Statistical Process Control of Multivariate Systems with Autocorrelation

Tiago J. Rato, Marco S. Reis

Implementation ofmodel predictive controller in a pharmaceuticaldevelopment plantStephane Hattou

, Marie-Veronique Le Lann, Karlheinz Preiiss, Boris Roussel,

Michel Cabassud

xii Contents

A Hybrid Branch-and-Cut Approach for the Capacitated Vehicle Routing Problem

Chrysanthos E. Gounaris, Panagiotis P. Repoussis, Christos D. Tarantilis,

and Christodoulos A. Floudas 507

Design of robust P1D controller for processes with stochastic uncertainties

Pham L. T, Duong, Moonyong Lee 512

MPC vs. P1D. The advanced control solution for an industrial heat

integrated fluid catalytic cracking plantMihaela lancu, Mircea V. Cristea, Paul S. Agachi 517

Plantwide Control ofa Cumene Manufacture Process

Vivek Gera, Nitin Kaistha, Mehdi Panahi, SigurdSkogestad 522

A robust optimization based approach to the general solution of

mp-MILP problemsMartina Wittmann-Hohlbein, Efstratios N. Pistikopoulos 527

A deterministic optimization approach for the unit commitment problemMarian G. Marcovecchio, Augu.i/o Q. Novated, Ignacio E. Grossmann 532

Tight Convex and Concave Relaxations via Taylor Models for

Global Dynamic OptimizationAli M. Sahlodin andBenoit Chachual 537

Simulation-based dynamic optimization ofdiscretelycontrolled continuous processesMariano De Paula, Ernesto Martinez 542

Evaluation of Steady State Multiplicity for the Anaerobic Degradation of

Solid Organic Waste

Mihaela Sbarciog, Andres Donoso-Bravo, Alain Vande Wouwer 547

Towards global optimization of combined distillation-crystallizationprocesses for the separation of closely boiling mixtures

Martin Ballerstein, Achim Kienle, Christian Kunde, Dennis Michaels,Robert Weismantel 552

Time Optimal Control ofParticle Size Distribution

in Emulsion PolymerizationAhmad Mansour, Ala Eldin Bouaswaig, Sebastian Engell 557

Multi-objective optimization of three-phase batch extractive distillation

Alien Arias Barreto, Ivonne Rodriguez Donis, V. Gerbaud, X. Joidia 562

Integrating Graph-based Representation and Genetic Algorithm for

Large-Scale Optimization: Refinery Crude Oil Scheduling

Manojkumar Ramteke, Rajagopalan Srinivasan 567

Self-adaptive Differential Evolution with Taboo List for Constrained OptimizationProblems and Its Application to Pooling ProblemsHaibo Zhang and G. P. Rangaiah 572

Contents xiii

Disturbance Estimation via Moving Horizon Estimation for

In-flight Model-based Wind Estimation

Anna Voelker, Konstantinos Kowamas, Christos Panos,

Efstratios N. Pistikopoulos 577

Deterministic global optimization of kinetic models of

metabolic networks: outer approximation vs. spatial branch and bound

Carlos Poza, Gonzalo Gidllen-Gosdlbez, Albert Sambas, Laweano Jimenez 582

Optimal Grade Transitions in an Industrial Slurry-PhaseCatalytic Olefin Polymerization Loop-Reactor Series

Vassileios Touloupkks, Vassileios Kanellopoidos, Christos Chatzidoukas,

and Costas Kiparissides 587

Nonlinear State Estimation with Delayed Measurements.

Application to Polymer Processes

Ruben Galdeano, Mariano Asteasuain, Mabel C. Sanchez 592

Optimal controlled variable selection using a nonlinear

simulation-optimization framework

Mahdi Sharifzadeh ,Nina F. Thomhill 597

Branch-and-Sandwich: An Algorithm for OptimisticBi-Level Programming Problems

Polyxeni M. Kleniati, Claire S. Adjiman 602

Comparison of Gradient Estimation Methods for Real-time OptimizationBala Srinivasan, GregoryFrancois and Dominique Bonvin 607

Multiobjective optimization of the pulp/water storage towers in

design ofpaper production systems

Aino Ropponen, Miika Rajala, Risto Ritala 612

Combined nonlinear model reduction and multiparametric nonlinear

programming for nonlinear model predictive control

Pedro Rivofti, Romain S.C. Lambert, Luis Dominguez, Efstratios N. Pistikopoulos 617

Multi-Model MPC for Nonlinear Systems: Case Study ofa Complex pHNeutralization Process

Weiting Tang, M. Nazmut Karim 622

Integrated Design and Control of Pressure Swing Adsorption SystemsHarish Khajuria, Efstratios N. Pistikopoulos 628

A robust MILP-based approach to vehicle routing problems

with uncertain demands

A. Aguirre, M. Coccola, M. Zamarripa, C. Mendez and A. Espuna 633

An Improved Formulation for the Process Control Structure Selection

based on Economics Problem

Andreas Psoitis, Ioannis K. Kookos, Costas Kravaris 638

Software application for intelligent control ofa bioprocess. Case studyCristina Tanase, Mihai Caramihai, Camelia Ungureanu, Gheorghe Sdrbu,

Ana Aurelia Chirvase, Ovidin Muntean 643

xiv Contents

Integration ofa multilevel control system in an ontological information environment

Edrisi Muhoz, Antonio Espuiia, Luis Pingjaner 648

Control Structure Selection with Regard to Stationary and Dynamic

Performance with Application to A Ternary Distillation Column

Le Chi Pham, Sebastian Engell 653

The Coulomb Glass - Modeling and Computational Experience with a

Large Scale 0-1 QP Problem

Ray Porn, Otto Nissfolk, Fredrik Jansson and Tapio Westerhmd 658

Reliable optimal control ofa fed-batch fermentation process usingant colony optimisation and bootstrap aggregated neural network models

Jie Zhang, Y/iing Feng, Mahinood Hilal Al-Mahrouqi 663

Integrated process and control design by the normal vector approach: Application to the

Tennessee-Eastman process

Diego A. MitPioz, Johannes Gerhard, RalfHannemann,

Wolfgang Marquardt 668

Calibration of a polyethylene plant model for grade

change optimisationsNiklas Andersson, Per-Ola Larsson, Johcm Akesson, Staffan Haugwitz, Bemt Nilsson 673

Membrane process optimization for hydrogen peroxide ultrapurificationRkardo Abejon, Aurora Garea, Angel Irabien 678

Dynamic optimization of porous media combuslor using a greybox neural model and

NMPC technique

Luis Henriquez-Vargas, Valevi Bubnovich and Francisco Cubillos 683

Monte Carlo Assessment of the Arrival Cost Evaluation Method in

Moving Horizon Estimation for Chemical Processes

Rincon Cuellar, F.D.. Hirota, W.H.. Giudici, R., Le Rotix,G.A.C. 688

Adaptive Advanced Control of a Copolymerization SystemNadson M. N. Lima, Lamia Zuhiga Liftan, Flavio Manenti, Rubens Maciel Filho,

Marcelo Embintcu, Maria R, WolfMaciel 693

Control of processes with multiple steady states using MPC and RBF

neural networks

Alex Alexandridis, Haralambos Sarimveis 698

Simulation Optimization of Cost, Safety and Displacements in a Construction Design

Eleftherios-Slamatios Telis, George Besseris.Constantinos Stergiou 703

Methodologies for input-output data exchange between LabVlEW® and

MATLAB®/Simulink® software for Real Time Control of a Pilot Scale Distillation Process

Alexandre J. S. Chambel, Carlo I.C. Pinhairo, Jose Borges, Joao M Silva 708

Plant-wide optimisation and control of a multi-scale pharmaceutical process

Mayank P. Patel, Nilay Shah, Robert Ashe 113

Contents

Optimization of Hybrid Reactive Distillation-Pervaporation System

Vinay Amte

Dynamic Modeling and Optimization of Flash Separators for Highly-Viscous

Polymerization Processes

Prokopis Pladis, Vassileios Kanellopoulos, Apostolos Baltsas and

Costas Kiparissides

Role of MPC in Building Climate Control

Samuel Privara, Zdenek Vafia, Jiri Cigler, Frauke Oldewurtel

andJosefKomdrek

Efficient Computation of First- and Second-Order Sensitivities

Using an Internal Forward Differentiation Scheme

T. Barz, L. Zhu, G. Wozny, H. Arellano-Garcia

A novel approximation technique for online and multi-parametric

model predictive control

RomainS.C. Lambert, Pedro Rivotti, E.N. Pistikopoulos

Multi-Parametric Model Predictive Control of an Automated

Integrated Fuel Cell Testing Unit

Chrysovalantou Ziogou, Christos Panos, Konstantinos I. Kouramas, Simira

Papadopoulou, Michael C. Georgiadis, Spyros Voutetakis, Efstratios N.

Pistikopoulos

Use of commercial structured databases as

innovative solution for FEED projectsFabio Ferrari, Lorenzo Selmi

Controlled Variables from Optimal Operation Data

Johannes Jaschke, Sigurd Skogestad

Optimization of IMC-PID Tuning Parameters for

Adaptive Control: Part 1

Chih-Wei Chua, B. Erik Ydstie, Nikolaos V. Sahimdis

System identification using wavelet analysis

Zdenek Vana, Samuel Privara, Jifl Cigler and Heinz A. Preisig

Robust Reallocation and Upgrade of Sensor Networks for Fault Diagnosis

Suryanarayana Kolluri andMani Bhushan

Explicit/Multi-Parametric Model Predictive Control ofa Solid Oxide Fuel Cell

Kostas Kouramas, Petar S. Varbanov, Michael C. Georgiadis, Jifi J. KlemeS,

Efstratios N. Pistikopoulos

A Reformulation Scheme for Parameter Estimation of Hybrid SystemsInes Mynttinen and Pu Li

Dynamic optimization of bioreactors using probabilistic tendencymodels and Bayesian active learningErnesto Martinez, Mariano Cristaldi, Ricardo Gran, Joao Lopes

xvi Contents

Plantewide Control Design of a Postcombustion CO2 Capture Process

Marc-Oliver Schach, Riidiger Schneider, Henning Schramm, Jens-Uwe Repke 788

A theoretically rigorous approach to soft sensor development usingPrincipal Components AnalysisC.K. Naveen Karthik, Shankar Narasimhan 793

Approximate Multi-Parametric Programming based B&B

Algorithm for MINLPs

Taoufiq Gueddar and Vivek Duo 798

Experimental Comparison ofType-1 andType-2 Fuzzy LogicControllers for the Control of Level and Temperature in a Vessel

B. Coseiua, M, Galluzzo 803

Simulation-based Dynamic Optimization under Uncertainty of an

Industrial Biological Process

Guillermo A. Durand, Airibal M. Blanco.Fernando D. Mele, J. Alberto Bcmdoni 808

Parallel Solution of Large-Scale Dynamic Optimization Problems

Carl D. Laird, Angelica V. Wong, Johan Akesson 813

Optimization of simulated moving bed chromatography with

fractionation and feedback incorporating an enrichment stepSuzhou Li, Yoshiaki Kawqjiri, Jorg Raisch, Andreas Seidel-Morgenstern 818

Tuning a Distillation Column Simulator

Kurt E. Hciggblom and Ramkrishna K. Ghosh 823

A Comparative Study of MPC-Based Control Configurations of an Industrial Bioreactor

to Produce Ethanol

Aaron Romo-Herndndez, Salvador Hernandez, Arturo Sanchez, Hector

Herndndez-Escoto 828

Control of an azeotropic distillation process to acetonitrile productionAndrea Ruiz Ruiz, Nelson Borda Beltran, Alexander Leguizamon R.,

Javier R. Guevara L., Ivan D. Gil C. 833

Optimal Temperature Tracking of a Solid State Fermentation Reactor

C. Gonzdlez-Figueredo, O.R. Ayala, S. Aguilar, O. Aroche, A. Loukianov,A. Sanchez 839

Receding Nonlinear Kalman (RNK) Filter for Nonlinear Constrained State Estimation

Raghimalhan Rengaswamy, Shankar Narasimhan, Vidyashankar Kuppuraj 844

Free Radicals Copolymerization Optimization, System:Acrylonitrile-Vinyl Acetate in CSTR

S.V. Vallecillo-Gamez, J.C. Tapia-Picaio, A. Bonilla-Petriciolet, G.G. De-

Alba-Perez-de-Gracia 849

Convex optimization for shape manipulation of multidimensional crystal particlesNairn Bajcinca, Ricardo Perl, Kai Sandmacher 855

Contents xvii

A Worst-Case Observer for Impurities in Enantioseparation by Preferential CrystallizationSteffen Hofmann, Matthias Eicke, Martin Peter Eisner, Andreas Seidel-

Morgenstern, Jorg Raisch 860

Production Operations

A Simulated Annealing Approach for the Bi-Objective Design and

Scheduling of Multipurpose Batch Plants

Nelson Chiheles-Martins, Tdnia Pinlo-Varela, Ana Paula Barbosa-Povoa,A. Q. Novais 865

Robust Logistics Network Modeling and Design against Uncertainties

Yoshiaki Shimizu, Hideaki Fushimi, Takeshi Wada 870

Operating Procedure Synthesis Subject to Restricted State Transition

Using Differential Evolution

Yoshiaki Shimizu 875

MILP Formulation for Resource-Constrained Project Scheduling Problems

Thomas S. Kyriakidis, Georgios M. Kopanos, Michael C. Georgiadis 880

Self-learning of fault diagnosis identification

Jose Luis de la Mata, Manuel Rodriguez 885

Complex Network Optimization in FMCG

Ali Mehdizadeh, Nilay Shah, Peter M.M, Bongers, Cristhian Almeida-Rivera 890

Freshwater Production by MSF Desalination

Process: Coping with Variable Demand by Flexible Design and OperationEbrahim A. Hawaidi and Iqbal M. Mujtaba 895

Optimal run length in Factory operations to reduce overall costs

Peter Bongers, Cristhian Almeida-Rivera 900

Batch sizing in multi-stage, multi-product batch production systems

Norbert Trautmann, Philipp Baumann, Nadine Saner, Tobias Schdfer 905

Decision Support System for Multiproduct Pipeline and Inventory Management SystemsSusana Relvas, Ana Paula F.D. Barbosa-Povoa, Henrique A. Matos, Pedro Pinto 910

Ice Cream Scheduling: Modeling the Intermediate Storage

Martijn A.N. van Elzakker, Edwin Zondervan, Cristhian Almeida-Rivera,

Jgnacio E. Grossmann, Peter M.M. Bongers 915

Production Optimization and Scheduling across a Steel Plant

liro Harjunkoski, Sleman Saliba, Matteo Biondi 920

Simultaneous Optimization of Planning and Scheduling in an Oil RefineryEdwin Zondervan, Tijn P.J. van Boekel, Jan C. Fransoo, Andre B. de Haan 925

Efficient Scheduling of Batch Plants Using Reachability Tree Search for

Timed Automata with Lower Bound ComputationsSubanatarqjan Subbiah, Christian Schoppmeyer, Sebastian Engell 930

XV111

Robust Market Launch Planning for a Multi-Echelon Pharmaceutical Supply Chain

Klaus Reinholdt Nyhuus Hansen, Martin Grunow, Rafiqul Guni

A new Coordination Heuristic for Plant-wide Planning and Scheduling

Chaojim Xu, Christian Staud, Guido Sand, Sebastian Engell

Optimization of Closed-Loop Supply Chains under Uncertain Quality of Returns

M Isabel Gomes, Luis J Zeballos, Ana P Bwbosa-Povoa, Augusto Q Novais

Integrated Refinery Planning under Product Demand UncertaintyEdith Ejikeme- Ugwu, Songsong Liu and Meihong Wang

Modelling and dynamic optimisation for optimal operation ofindustrial

tubular reactor for propane crackingMehdi Berreni and Meihong Wang

An Efficient Mathematical Framework for Detailed Production

Scheduling in Food Industries: The Ice-cream Production Line

Georgios M. Kopanas, Luis Paigjaner, Michael C. Georgiadis, Peter M. M. Bongers

Corporate Production Planning for Industrial Gas Supply Chains

under Low-Demand Conditions

Matteo D 'Isanto, Flavio Manenti, Nadsoii M. N. Lima, Lamia Zuniga Linan

Standards for Continual Scheduling of Batch OperationsCharles Siletti, Demetri Petrides, Dimitri Vardalis

New Scheduling Approach for Shared Resources and Mixed Storage Policies

Pedro M. Castro, Luis J. Zeballos, Carlos A. Mendez

Optimal Scheduling of Multi-Level Tree-Structure Pipeline Networks

Diego C. Cafaro, Jaime Cerdd

New Tools for the Detailed Scheduling of Refined Products PipelinesVanina G. Cafaro, Diego C. Cafaro, Carlos A. Mendez, Jaime Cerdd

A rigorous mathematical formulation to Automated Wet-Etch Station

scheduling with multiple material-handling robots in

Semiconductor Manufacturing SystemsAdrian M. Aguirre, Carlos A. Mendez, Pedro M. Castro

A MILP Planning Model for a Real-world Multiproduct Pipeline Network

Suelen N. Boschetto, Leandro Magatao, Flavio Neves-Jr,

Ana P.F.D. Barbosa-Pdvoa

Improving supply chain management in a competitive environmentM. Zamarripa.A. M. Aguirre, C. A. Mendez andA. Espuha

Optimal Scheduling of Biodiesel Plants through Property-basedIntegration with Oil Refineries

Vasiliki Kazantzi, Stella Bezergianni, Rene' Elms, Fadwa Eljack,and Mahmoud M. El-Halwagi

Contents xix

Integration offinancial statement analysis in the optimal design and

operation of supply chain networks

Pantelis Longinidis, Michael C. Georgiadis, Panagiotis Tsiakis 1010

Integrated production planning and scheduling optimization ofmulti-site,multi-product process industryNikisha K. Shah, Marianthi G. Ierapetritou 1015

Simulation-based reactive scheduling in tomato processing plant with

raw material uncertaintyAlexandros Koulouris, loanna Kotelida 1020

Scenario-Based Strategic Supply Chain Design and Analysis for the

Forest Biorefinery

Behrang Mansoornejad, Efstratios N. Pistikopoulos, Paul Stuart 1025

The Role of Supply Chain Analysis in Market-Driven Product

Portfolio Selection for the Forest Biorefinery

Virginie Chambost, Behrang Mansoornejad and Paid Stuart 1030

Real-time Process Management in Particulate and Pharmaceutical SystemsAran Giridhar, Intan Hamdan, Girish Joglekar, Venkat Venkatasubramanian,

Gintaras V. Reklaitis 1035

Modeling Next Generation Feedstock Development for Chemical Process IndustrySelen Cremaschi 1040

Perdiction of the Permeability and Filtration Performance of Packed Beds

Mishal Islam, Xiaodong Jia, Michael Fairweather, Richard Williams 1045

Study of Closed Operation Modes ofBatch Distillation Columns

Laszlo Hegely, Peter Lang 1050

Dynamic failure assessment of incidents reported in the Greek Petrochemical IndustryEftychia C. Marcoulaki, Myrto Konstandinidou, loannis A. Papazoglou 1055

A continuous-time MILP to compute schedules with minimum changeover times

for a make-and-pack production

Philipp Baumann, Norbert Trautmann 1060

An Evaluation Method for Plant Alarm System Based on a

Two-Layer Cause-Effect Model

Naoki Kimura, Kazuhiro Takeda, Masaru Noda, Takashi Hamaguchi 1065

Generating cause-implication graphs for process systems via blended

hazard identification methods

Erzsehet Nemeth, Benjamin J. Seligmann, Kim Hackings, Jim Oakley,

Con O'Brien, Katalin M. Hangos, Ian T. Cameron 1070

Integrated Supply Chain Planning for Multinational Pharmaceutical EnterprisesNaresh Susarla, IA Karimi 1075

Data Mining and Decision Making Tool Development for an Industrial

Dual Sequential Batch Reactor

Soledad Gutierrez, Adrian Ferrari, Alejandro Benitez 1080

XX

A Novel CP Approach for Scheduling an Automated Wet-Etch Station

Juan M. Novas, Gabriela P. Henning

Agent-based coordination framework for disruption management in a

chemical supply chain

Behzad Behdani. Zajia Lukszo, AriefAdhilya, Rajagopalan Srinivasan

Recipe-driven dynamic hybrid simulation ofbatch processes; a combined

optimization/simulation approachGillex Hetreux, Anthony Ramaroson. Jean-Marc Le Lann

Recipe-based Batch Process Engineering Tool for Development Workflow

Jae Hyun Cho, Junghwan Kim, II Moon

Superstructure Approach to Batch Process Scheduling by S-graph RepresentationB. Ber/ok, R.Adonyi, F. Fhedler, L.T. Fan