Post on 27-Apr-2020
COMPUTER-AIDED CHEMICAL ENGINEERING, 33
24111 EUROPEAN
SYMPOSIUM ON
COMPUTER AIDED
PROCESS ENGINEERING
PART - A
Edited by
Jin Jaromir Klemes
University of Pannonia, HU
Petar Sabev Varbanov
University of Pannonia, HU
Peng Yen Liew
University of Pannonia, HU
Contents
Preface xxxi
International Scientific Committee xxxiii
Local Organising Committee xxxv
Synthesis and Design
Financial Risk Analysis in the Synthesis and Design of Processing Networks:
Balancing Risk and Return
Alberto Quaglia, Gtirkan Sin, Rqfiqul Gani 1
De Novo Molecular Design using a Graph-Based Genetic Algorithm Approach
Robert H. Herring III, Mario R. Eden 7
Assessment of Solvent Degradation within a Global Process Model
of Post-Combustion C02 Capture
Gregoire Leonard, Dominique Toye, Georges Heyen 13
A Cyclin Distributed Cell Cycle Model in GS-NSO
David G. Garcia Miinzer, Margaritis Kostoglou, Michael C. Georgiadis,
Efstratios N. Pistikopoulos, Athanasios Mantalaris 19
The Good, the Bad, and Your Real Choices - Decision Support for Energy SystemsSynthesis through Near-Optimal Solutions Analysis
Philip Voll, Mark Jennings, Maike Hennen, Nilay Shah, Andre Bardow 25
Achieving More Sustainable Designs through a Process Synthesis-IntensificationFramework
Deenesh K. Babi, John M. Woodley, Rqfiqul Gani 31
Superstructure Development and Optimization under Uncertainty for Design and
Retrofit of Municipal Wastewater Treatment Plants
Hande Bozkurt, Alberto Quaglia, Krist V. Gernaey, Giirkan Sin 37
Scale-up and Techno-economical Study for the Production of Polyesters from GlycerolLaura Bueno, Claudio A. Toro, Mariano Martin 43
Uncertainty Analysis in Raw Material and Utility Cost of Biorefinery Synthesisand DesignPeam Cheali, Alberto Quaglia, Krist V. Gernaey, Giirkan Sin 49
Rigorous Optimization-based Synthesis of Distillation Cascades without Integer
Variables
Alexander W. Dowling, Lorenz T. Biegler 55
vi Contents
The Virtual Product-Process Design Laboratory for Structured Chemical
Product Design And AnalysisMichele Mattel, Nor A. Yunus, Sawitree Kalakul, Georgios M. Kontogeorgis,John M. Woodley, Krist V. Gernaey, Raflqul Gani 61
Physically-based Thermodynamic Models in Integrated Process and Molecular DesignMarina Stavrou, Matthias Lampe, Andre Bardow, Joachim Gross 67
Synthesis and Design of Interplant Water Networks using Direct RecyclingTechniques within Industrial Cities
Sabla Y. Alnouri, Patrick Linke, Mahmoud M. El-Halwagi 73
Reliability Integration to Process Synthesis applied to GTL Processes
Herib Blanco, Johan Grievink, Nort Thijssen, Paulien Herder 79
Integrating Glycerol to Methanol vs. Glycerol to Ethanol within the Production
of Biodiesel from AlgaeMariano Martin, Ignacio Grossmann 85
Robust Superstructure Optimisation of a Bioreactor that Produces Red Blood Cells
Ruth Misener, Jonathan Chin, Min Lai, Maria Fuentes Gari, Eirini Velliou,
Nicki Panoskaltsis, Efstratios N. Pistikopoulos, Athanasios Mantalaris 91
New Intensified Distillation Systems for Quaternary Petlyuk ConfigurationBen-Guang Rong, Massimiliano Errico, Juan Gabriel Segovia-Hernandez 97
A Numerical Modelling Approach for Dual Reflux PSA SeparationofN2 and CH4 in LNG Production
Yechun Zhang, Thomas L.H Saleman, Eric F. May, Brent R. Young 103
Design of Multi-pressure Organic Rankine Cycles for Waste Heat Recoveryin Site Utility SystemsMirko Z. Stijepovic, Athanasios I. Papadopoulos, Patrick Linke,
Aleksandar S. Grujic, Panos Seferlis 109
MINLP Optimization Algorithm for the Synthesis ofHeat and Work ExchangeNetworks
Viviani C. Onishi, Mauro A. S. S. Ravagnani, Jose A. Caballero 115
Sustainable Development ofthe Shale Gas Supply Chain and the Optimal DrillingStrategy for Nonconventional Wells
Diego C. Cafaro, Ignacio E. Grossmann 121
Design of Ionic Liquids by Principal Component Decision Trees
Zelimir F. Kurtanjek 127
Model-Based Analysis for Acetone-Butanol-Ethanol Production Process througha Dynamic Simulation
Ricardo Morales-Rodriguez, Divanery Rodriguez-Gomez, Mauricio Sales-Cruz,
Jose A. de los Reyes-Heredia, Eduardo S. Perez Cisneros 133
Contents vii
Heat Exchanger Network Synthesis using MINLP Stage-wise Model with Pinch
Analysis and Relaxation
Natchanon Angsutorn, Kitipat Siemanond, Rungroj Chuvaree 139
Study of Energy Efficient Distillation Columns Usage for MulticomponentSeparations through Process Simulation and Statistical Methods
Sandra S. Florindo, Isabel M. Joao, Joao M. Silva 145
Structure Generation of Candidate Reactants Using Signature DescriptorsVikrant A. Dev, Nishanth G. Chemmangattuvalappil, Mario R. Eden 151
Validation of a New Double-Column System for Heteroazeotropic Batch
Distillation by Experiments and Dynamic Simulation
Ferenc Denes, XavierJoulia, Peter Lang 157
MINLP Model for the Synthesis of Heat Exchanger Networks with HandlingPressure of Process Streams
Viviani C. Onishi, Monro A. S. S. Ravagnani, Jose A. Caballero 163
Modelling ofan Amine Based CO2 Absorption Plant: an Alternative Approachthrough the Identification ofthe Number of Stages
Roberto Baratti, Massimiliano Errico, Daniele Pinna, Paolo Deiana,
Marcella Porru 169
Optimal Superstructure-Based Design and Synthesis of Hydrocarbon Biorefineryvia Fast Pyrolysis, Hydrogen Production and Hydroprocessing Pathway
Qiao Zhang, Jian Gong, Fengqi You 175
Rate-based Modelling ofChilled Ammonia Process (CAP) for C02 CaptureDawid P. Hanak, Chechet Biliyok, Hoi Yeung, Vasilije Manovic 181
Coupled Population Balance-CFD Modelling of a Continuous Precipitation Reactor
Botond Szildgyi, Paul Serban Agachi, Reka Barabds, Bela G. Lakatos 187
Process Design for Extraction of Soybean Oil Bodies by Applying the Product
Driven Process Synthesis MethodologyAleksandra Zderic, Tugba Tarakci, Nasim Hooshyar, Edwin Zondervan,
Jan Meuldijk 193
Global Optimization for Flexible Heat Exchanger Network Synthesis
ofChemical Plant
Lautaro Braccia, Lucas Nieto Degliuomini, Patricio Luppi, Marta S. Basualdo 199
A Systems Approach for the Holistic Screening of Second Generation BiorefineryPaths for Energy and Bio-based Products
Marinella Tsakalova, Aidong Yang, Antonis C. Kokossis 205
Full Bivariate MWD in RAFT Copolymerization using Probability
Generating Functions
Cecilia Fortunatti, Adriana Brandolin, Claudia Sarmoria, Mariano Asteasuain 211
viii Contents
Numerical and Optimisation Methodology
Numerical Investigations ofPacked Bed Reactors with Irregular Particle
ArrangementsTheodoros Atmakidis, Eugeny Y. Kenig 217
Stabilization of Empty Fruit Bunch (EFB) derived Bio-oil using Antioxidants
Chung Loong Yiin, Suzana Yusup, Parncheewa Udomsap, Boonyawan Yoosuk,
Sittha Sukkasi 223
Three-scale Modeling and Simulation of a Batch Suspension Polymerization
Vinyl Chloride Reactor
Agnes Barkanyi, Sdndor Nemeth, Beta G. Lakatos 229
Biodiesel Production from Waste Vegetable Oils: Combining Process Modelling,Multiobjective Optimization and Life Cycle Assessment (LCA)Luis-Fernando Morales Mendoza, Marianne Boix, Catherine Azzaro-Pantel,
Ludovic Montastruc, Serge Domenech 235
A Novel Cross-decomposition Multi-cut Scheme for Two-Stage Stochastic
ProgrammingSumit Mitra, Pablo Garcia-Herreros, Ignacio E. Grossmann 241
Optima! Wavelet-Threshold Selection to Solve Dynamic Optimization Problems
Lizandro S. Santos, Argimiro R. Secchi, Evaristo C. Biscaia Jr. 247
Incorporating Green into Production and Consumption Behaviours toward
Sustainable Logistics Optimization in Process SystemsYoshiaki Shimizu 253
Parametric Solution Algorithms for Large-Scale Mixed-Integer Fractional
Programming Problems and Applications in Process Systems EngineeringZhixia Zhong, Fengqi You 259
Optimal Valve Spacing for Next Generation C02 PipelinesSolomon Brown, Vikram Sundara, Sergey Martynov, Haroun Mahgerefteh 265
SMART: An Integrated Planning and Decision Support Tool for Solid Waste
ManagementSie Ting Tan, Haslenda Hashim, Chew Tin Lee, Jeng Shiun Lim, Wai Shin Ho,
Jinyue Yan 271
Mass Transfer in a Porous Particle - MCMC Assisted Parameter Estimation
of Dynamic Model under Uncertainties
Petteri Suominen, Teuvo Kilpid, Tapio Salmi 277
Inventory Pinch Based Multi-Scale Model for Refinery Production PlanningPedro A. Castillo Castillo, Vladimir Mahalec 283
Contents ix
Estimation of Specific Fluxes in Metabolic Networks using Non-linear DynamicOptimization
Dominique Vercammen, Filip Logist, Jan Van Impe 289
Optimal Design of Heat Exchanger Networks by Using SQP Algorithm Based
on GPU Acceleration
Lixia Kang, Yongzhong Liu, Yuxing Ren, Yazhe Tang 295
Optimal Scheduling ofMulti-stage Multi-product Biopharmaceutical Processes
Using a Continuous-time Formulation
Miguel Vieira, Tdnia Pinto-Varela, Ana Paula Barbosa-Povoa 301
Spatial-based Approach ofthe Hydrogen Supply Chain in the Midi-PyreneesRegion, France
Sofia De-Leon Almaraz, Marianne Boix, Catherine Azzaro-Pantel,
Ludovic Montastruc, Serge Domenech 307
Multi-Objective Meta-Heuristic Approach supported by an Improved Local
Search Strategy for the Design and Planning of Supply Chain Networks
Nelson Chibeles-Martins, Tdnia Pinto-Varela, Ana Paula Barbosa-Povoa,
A. Q. Novais 313
Large-Scale Biorefinery Supply Network - Case Study of the European Union
Lidija Cucek, Mariano Martin, Ignacio E. Grossmann, Zdravko Kravanja 319
Optimal Chemical Product Design via Fuzzy Optimisation based Inverse Design
TechniquesLik Yin Ng, Nishanth G. Chemmangattuvalappil, Denny K. S. Ng 325
Numerical Analysis of Radiant Section of Fired Heater Focused on the Effect
ofWall-Tube Distance
Jifi Hajek, Zdenek Jegla, Jifi Vonddl 331
Logic-Based Outer Approximation for the Design of Discrete-Continuous
Dynamic Systems with Implicit Discontinuities
Ruben Ruiz-Femenia, Jose A. Caballero, Ignacio E. Grossmann 337
Problem Diagnostics and Model Refinement in Dynamic Parameter Estimation
Neima Brauner, Mordechai Shacham 343
The Role ofMobile Devices in Computer Aided Process Engineering
Mordechai Shacham, Michael B. Cutlip, Michael Elly 349
Modelling the Oxidation of Spent Uranium Carbide Fuel
James Shepherd, Michael Fairweather, Peter Heggs, Bruce Hanson 355
Optimization of Performance Qualifiers during Oil Well DrillingMdrcia Peixoto Vega, Marcela Galdino de Freitas, Andre Leibsohn Martins 361
Modelling and Optimization ofNatural Gas Networks
Tania Rodriguez, Daniel Sarabia, Mar Valbuena, Cesar de Prada
Process and Enterprise Operations
Steel Production Scheduling Optimization under Time-sensitive Electricity Costs
Hubert Hadera, liro Harjunkoski, Ignacio E. Grossmann, Guido Sand,
Sebastian Engell
Integration Framework for Improving Quality and Cost-Effectiveness
in Pharmaceutical Production Processes
Hirokazu Sugiyama, Masahiko Hirao
Optimal Design ofGeneralized Supply Chain Networks
Magdalini A. Kalaitzidou, Pantelis Longinidis, Panagiotis Tsiakis, Michael C.
Georgiadis
Intelligent Process Management for Continuous Operations in Pharmaceutical
ManufacturingArun Giridhar, Anshu Gupta, Matt Louvier, Girish Joglekar, Zoltdn K. Nagy,Gintaras V. Reklaitis
Statistical Process Control based Energy Monitoring of Chemical Processes
Tibor Kulcsar, Peter Koncz, Miklos Balaton, Laszlo Nagy, Janos Abonyi
A Bi-Criterion Optimization Planning Model for Process Networks with MultipleScenarios and Environmental ImpactAhmad M. Alothman, Ignacio E. Grossmann
Combining Supplier Selection and Production-Distribution Planning in Food
Supply Chains
Pedro Amorim, Bernardo Almada-Lobo, Ana P.F.D. Barbosa-Povoa,
Ignacio E. Grossmann
Embedding of Timed Automata-based Schedule Optimization into RecipeDriven Production
Christian Schoppmeyer, Stephan Fischer, Jochen Steimel, Vinh Quang Do,Nan Wang, Sebastian Engell
Life-cycle Modelling for Fault Detection - Extraction of PCA Models from
Flowsheeting Simulators
Barbara Farsang, Sandor Nemeth, Janos A bonyi
Integration of Scheduling and ISA-95
liro Harjunkoski
Stochastic Price/Cost Models for Supply Chain Management of Refineries
Rafael Rasello, Davide Manca
Contents xi
Integrating Planning and Scheduling in an Oil Refinery with a Rolling Horizon
ApproachEdwin Zondervan, Michiel Kaland, Martijn A.H. van Elzakker, Jan C. Fransoo,Jan Meuldijk 439
Improving the Energy Management ofa Building Complex through Utility SystemModellingMichal Tous, Vitezslav Mdsa, Martin Pavlas, Valentyn Avramov 445
Operation and Modeling of RO Desalination Process in Batch Mode
Marta Barello, Davide Manca, Raj Patel, Iqbal M. Mujtaba 451
Simultaneous Nonlinear Reconciliation and Update ofParameters for Online Use
of First-Principles Models: An Industrial Case-Study on Compressors
Matteo Cicciotti, Dionysios P. Xenos, Ala E. F. Bouaswaig,Ricardo F. Martinez-Botas, Flavio Manenti, Nina F. Thornhill 457
Data-Based Tiered Approach for Improving Pharmaceutical Batch Production
Processes
Lukas G. Eberle, Hirokazu Sugiyama, Stavros Papadokonstantakis,Andreas Graser, Rainer Schmidt, Konrad Hungerbiihler 463
Plug Flow vs. Discontinuous Modelling Approaches for Plasma - Based
Depollution of Exhausts
Valentino Gogulancea, Vasile Lavric 469
Application of Pricing Policies for Coordinated Management of Supply Chains
Kefah Hjaila, Miguel Zamarripa, AhmedShokry, Antonio Espuna 475
Energy from Lignocellulosic Biomass: Supply Chain Modeling to Maximize
Net Energy Production
Helena Paulo, Ana Paula F.D. Barbosa-Povoa, Susana Relvas 481
SPIonWEB - Ecological Process Evaluation with the Sustainable
Process Index (SPI)Khurram Shahzad, Rene Kallmann, Stephan Maier, Michael Narodoslawsky 487
Reactive Scheduling for the Coordination of Energy Supply and Demand
Management in MicrogridsJavier Silvente, Georgios M. Kopanos, Efstratios N. Pistikopoulos, Antonio Espuna 493
Robust Production Planning and Scheduling ofa Pulp Digester and a Paper Machine
Goncalo Figueira, Bernardo Almada-Lobo 499
Modelling Cobalt Solvent Extraction using Aspen Custom Modeler
Heather A. Evans, ParisaA. Bahri, Linh T.T. Vu, Keith R. Barnard 505
Hierarchical Production Scheduling - A Case Study at PerstorpAnna Lindholm, Helene Lidestam, Nils-Hassan Quttineh 511
xii Contents
An Extended Comparative Study of Two- and Three-Way Methodologies
for the On-line Monitoring of Batch Processes
Raquel D. Moita, Veronique M. Gomes, Pedro M. Saraiva, Marco S. Reis 517
Integrated Scheduling and Dynamic Optimization for Network Batch Processes
Yunfei Chu, Fengqi You 523
Integration of Scheduling and Control Using Internal Coupling Models
Jungup Park, Juan Du, liro Harjunkoski, Michael Baldea 529
Dynamics and Control
Supervisory Control of a Drop on Demand Mini-manufacturing System for
Pharmaceuticals
Elcin Icten, Zoltdn K. Nagy, Gintaras V. Reklaitis 535
Simultaneous Multi-Parametric Model Predictive Control and State Estimation
with Application to Distillation Column and Intravenous Anaesthesia
loana Nascu, Romain S.CLambert, Alexandra Krieger, Efstratios N. Pistikopoulos 541
Controller Design for Nonlinear Hammerstein and Wiener Systems Based
on VRFT Method
Jyh-ChengJeng, Yi-WeiLin 547
Time-Optimal Control of Batch Multi-Component Diafiltration Processes
Martin Jelemensky, Radoslav Paulen, Miroslav Fikar, Zoltdn Kovdcs 553
Novel Domain-Specific Language Framework for Controllability AnalysisAfshin Sadrieh, Parisa A. Bahri 559
Polynomial Chaos Expansion (PCE) Based Surrogate Modeling and Optimizationfor Batch Crystallization Processes
Nahid Sanzida, Zoltdn K. Nagy 565
Multi-Objective and Robust Optimal Control of a CVD Reactor for PolysiliconProduction
Mattia Vallerio, Daan Claessens, Filip Logist, Jan Van Impe 571
On the Modeling of C7+ Fractions with Real Components in Plant Simulations
Marcella Porru, Andrea Saliu, Roberto Baratti 577
Towards Model-Based Diagnosis ofvon Willebrand Disease
Federico Galvanin, Andrea Monte, Alessandra Casonato, Roberto Padrini,
Massimiliano Barolo, Fabrizio Bezzo 583
Control ofCyclic Distillation Systems
Costin Sorin Bildea, Catalin Pdtruf, Anton A. Kiss 589
On the Stability of Set-Valued Integration for Parametric Nonlinear ODEs
Mario E. Villanueva, Boris Houska, Benoit Chachuat 595
Contents xiii
Statistical Control ofCommercial Detergents Production through Fourier Transform
Infra-Red Spectroscopy
Alessandra Taris, Massimiliano Grosso, Fabio Zonfrilli, Vincenzo Guida 601
A Self-Optimizing Strategy for Optimal Operation ofa Preheating Train for a
Crude Oil Unit
Johannes Jaschke, Sigurd Skogestad 607
Sugar Crystallization Benchmark
Rogelio Mazaeda, Luis F. Acebes, Alexander Rodriguez, Sebastian Engell,Cesar de Prad 613
Dynamic Simulation and Control of Post-combustion C02 Capture with MEA
in a Gas Fired Power Plant
Evgenia D. Mechleri, Chechet Biliyok, Nina F. Thornhill 619
A Methodology for Experimental Determination of Stability Boundaries
with Application to Fluidized Bed Spray Granulation
Stefan Palis, Christian Dreyschultze, Achim Kienle 625
Control Strategy Designs and Simulations for a Biological Waste Water
Treatment Process
Linh T.T. Vu, Mitchell S.J. Williams, Parisa A. Bahri 631
Optimal Integrated Operation of a Sugar Production Plant
Reinaldo Hernandez, Lars Simora, Radoslav Paulen, Sven Wegerhoff,
Rogelio Mazaeda, Cesar de Prada, Sebastian Engell 637
Sensitivity Enhancing Transformations for Large-Scale Process Monitoring
Tiago J. Rato, Marco S. Reis 643
Data-driven Self-optimizing Control
Salihu Adamu Girei, Yi Cao, Alhaji Shehu Grema, Lingjian Ye, Vinay Kariwala 649
Optimal Management of Sewer Networks during Wet Weather Event
by Stochastic Dynamic Programming
Sojiene Kachroudi, Damien Chenu, Nicolas David 655
A Data-Driven Approach for Analysing the Operational Behaviour
and Performance of an Industrial Flue Gas Desulphurisation Process
Martin Gassner, John Nilsson, Emma Nilsson, Thomas Palme, Heiko Ziifle,
Stefano Bernero 661
Algorithms and Methods for Identification ofMultivariable Plants
Claudio Garcia, Alain Segundo Potts, Rodrigo Juliani Correa de Godoy,
Vitor Alex Oliveira Alves, Tiago Sanches da Silva 667
Optimal Operation and Control of Divided Wall Column
Ambari Khanam, MohammadShamsuzzoha, Sigurd Skogestad 673
Contents
On-line Fault Diagnosis by Combining Functional and Dynamic Modellingof Chemical Plants
Ismael Diaz, Manuel Rodriguez 679
Developing a Soft Sensor for an Air Separation Process Based on Variable
Selection in Dynamic Partial Least SquaresJialin Liu, Ding-Sou Chen 685
Model Based Fault Diagnosis for Performance Control ofa Decentralized
Wastewater Treatment Plant
Rita Ribeiro, Carlo I. C. Pinheiro, Tatiana Arriaga, Helena M. Pinheiro,
Maria do Ceu Almeida 691
CFD-Study for the Design of Injector / Conductivity Sensor Manifold
Heinz A. Preisig 697
A New Functional Systems Theory based Methodology for Process Hazards AnalysisManuel Rodriguez, Ismael Diaz 703
Global Sensitivity Analysis for Control of Biological Wastewater Treatment
Alicia Roman-Martinez, Pastor Lanuza-Perez, Margarito Cepeda-Rodriguez 709
Fast Nonlinear Predictive Control and State Estimation of Distillation Columns
Using First-Principles Reduced-order Model
Guilherme A. A. Goncalves, Argimiro R. Secchi, Evaristo C. BiscaiaJr. 715
Auto-Tuning of Multivariate PI/PID Controllers Using Iterative Feedback Tuning:
Design ExamplesSteffen Sommer, Hoang N. Nguyen, Achim Kienle 721
MIMO Control during Oil Well DrillingMdrcia Peixoto Vega, Marcela Galdino de Freitas, Andre Leibsohn Martins 727
Optimisation of a Sequencing Batch Reactor for Production of Polyhydroxybutyrate
Using Process Characterisation Method and Neural Network ModellingAmin Ganjian, Jie Zhang, Rui Oliveira 733
Active Disturbance Rejection Control ofa Neutralisation Process
Alison Brown, Jie Zhang 739
A Novel Real-Time Methodology for the Simultaneous Dynamic Optimizationand Optimal Control of Batch Processes
Francesco Rossi, Flavio Manenti, Iqbal M. Mujtaba, Giulia Bozzano 745
A Simple PID Tuning Rule with Robustness Analysis for the Time Delay Process
Ambari Khanam, MohammadShamsuzzoha 751
Process Design and Control of a Xylitol Production Reactor
Hector Hernandez-Escoto, Divanery Rodriguez-Gomez, Ricardo Morales-Rodriguez 757
Contents xv
ANN-based Virtual Sensor for On-line Prediction of In-cylinder Pressure
in a Diesel Engine
Katarzyna Bizon, Gaetano Continillo, Simone Lombardi, Ezio Mancaruso,
Bianca M. Vaglieco 763
Temperature Control of Enzymatic Batch Esterification Reactor Using Nonlinear
Model Predictive Control (NMPC): A Real-Time ImplementationSiti Asyura Zulkeflee, Suhari Abd Sata, NorashidAziz 769
Multiple Input Multiple Output Nonlinear Autoregressive with Exogenous InputModel for Enzymatic Batch Esterification Reactor
Siti Asyura Zulkeflee, Suhari Abd Sata, NorashidAziz 775
Model Development and Experimental Validation for Crystal Shape Control
by Using Tailored Mixtures of Crystal Growth Modifiers
Akos Borsos, Aniruddha Majumder, Zoltdn K. Nagy 781
Batch-to-batch Steady State Identification via Online Ensemble Empirical Mode
Decomposition and Statistical Test
Bi-Ling Huang, Yuan Yao 787
Robust NMPC of a Hydrodesulfuration Unit Using Multi-stage Stochastic
ProgramingRuben Marti, Daniel Navia, Daniel Sarabia, Cesar de Prada 793
Optimal Fuzzy Control of Batch Polymerization Reactors: Application to PMMA
Production for Biomedical PurposesNddson M. N. Lima, Lamia Zuniga Linan, Felix S. Farias Junior, Flavio Manenti,
Rubens Maciel Filho, Marcelo Embirucu, Maria R. WolfMaciel 799
Modelling and Design a Controller for Improving the Plating Performance of a Hard
Chromium Electroplating Process
Surasit Tanthadiloke, Paisan Kittisupakorn, Iqbal M. Mujtaba 805
Informatics and Knowledge Management
Investigations on Information-rich Visualizations to Explore Process Connectivityand CausalityDavid D. Romero, Nina F. Thornhill, Tone-Grete Graven 811
Computer-Aided Template for Model Reuse, Development and Maintenance
Marina Fedorova, Gurkan Sin, Raflqul Gani 817
Public Protection Integrated Program Development for Chemical and RadiologicalDisasters
Seungnam Kim, Kwanghee Lee, II Moon 823
Forecasting ofNaphtha Demand and Supply using Time Serial Data Causal AnalysisByeonggil Lyu, Hweeung Kwon, Jinsuk Lee, Haesub Yoon, JaehyungJin, 11 Moon 829
Contents
Eigenvector Analysis for the Ranking ofControl Loop ImportanceSimon J. Stretcher, St. Elmo Wilken, Carl Sandrock 835
Towards a Re-Usable Ontology for Waste ProcessingNikolaos Trokanas, Franjo Cecelja, Tara Raafat 841
Optimising Environmental Performance ofSymbiotic Networks Using Semantics
Nikolaos Trokanas, Franjo Cecelja, Mingyen Yu, Tara Raafat 847
A Novel Knowledge Management System Based on Workflows
Girish Joglekar, Arun Giridhar, Gintaras V. Reklaitis 853
Integration ofMethods for Optimization in a Knowledge Management FrameworkEdrisi Muhoz, Elisabet Capon-Garcia, Jose Miguel Lainez-Aguirre,Antonio Espuha, Luis Puigjaner 859
A Graph Approach to Representing the Pressure Distribution in Complex Plants
Heinz A. Preisig 865
Towards Automatic Construction of Domain Ontologies: Application to ISA88
Javier Farreres, Moises Graells, Horacio Rodriguez, Antonio Espuha 871
Natural Language Modelling in Process Synthesis and OptimizationVassilis Magioglou, Marinella Tsakalova, Antonis Kokossis 877
Soft Sensor Development with Nonlinear Variable Selection Using NonnegativeGarrote and Artificial Neural Network
Kai Sun, JiaLin Liu, Jia-Lin Kang, Shi-ShangJang, David Shan-Hill Wong,
Ding-Sou Chen 883
Automation in Process Industry: Cure or Curse? How can Training ImproveOperator's Performance
Salman Nazir, Annette Kluge, Davide Manca 889
Decision Support Tool for Strategic Planning in Supply Chains
Pedro Costa, Maria Isabel Gomes, Ana Carvalho, Ana Barbosa-Povoa 895
Novel Computational & Numerical Methods
A Novel MaxEnt Method for the Solution of Two-Dimensional PopulationBalance Equation with Particle Growth
Menwer Attarakih, Hans-JQrg Bart 901
Large Eddy Simulation ofNon-spherical Particle Deposition in a Vertical
Turbulent Channel Flow
Derrick O. Njobuenwu, Michael Fairweather 907
An Integral Approach to Multi-physics Application for Packed Bed Reactors
Bernhard Peters, Xavier Besseron, Alvaro Estupinan, Florian Hoffmann,Mark Michael, Amir Mouhmadi, Mohammad Mohseni 913
Contents xvii
Measurement and Modelling of the Near-field Structure of Large-scaleSonic C02 Releases from PipelinesRobert M. Woolley, Michael Fairweather, Christopher J. Wareing,Samuel A.E.G. Falle, Christophe Proust, Jerome Hebrard, Didier Jamois 919
Efficient Model Reduction ofSMB Chromatography by Krylov-subspaceMethod with Application to Uncertainty Quantification
Yao Yue, Suzhou Li, Lihong Feng, Andreas Seidel-Morgenstern, Peter Benner 925
Efficient Computational Methods for Microscopic Simulations in Multi-scale Systemsloannis S. Fragkopoulos, Constantinos Theodoropoulos 931
Molecular Dynamics Simulations of Competitive Protein Adsorption onto
Chromatographic Media
Juan Liang, Georg Fieg, Sven Jakobtorweihen 937
Hybrid Modeling of Phase Transition for Evaporators and Condensers in Chillers
Jing Wu, Christian Jallut, Emilie Gagniere, Francoise Couenne, Boussad Hamroun 943
Reformulation-linearization Method for Global Optimization ofMixed Integer Linear
Fractional Programming Problems with Application on Sustainable Batch Scheduling
Dajun Yue, Fengqi You 949
Product Quality Monitoring Using Extreme Learning Machines and Bat algorithms:A Case Study in Second-Generation Ethanol Production
Felix S. Farias Junior, Renan A. Azevedo, Elmer C. Rivera, William E. Herrera,
Rubens M. Filho, Luiz P. Lima Junior 955
Multi-level Optimization Framework Applied to the Systematic Evaluation
of Metabolic Objective Functions
Pavel Vaskan, Gonzalo Guillen-Gosdlbez, Albert Sorribas, Rui Alves,
Laureano Jimenez 961
Reynolds Number Effects on Particle Agglomeration in Turbulent Channel Flow
Mohammad Afkhami, Ali Hassanpour, Michael Fairweather, Derrick O. Njobuenwu 967
Sustainability and Life Cycle Analysis
Optimal Design ofa Bioethanol Supply Chain Considering Different
Environmental Impact Assessment Methods
Gustavo Lucas, Fabrizio Bezzo, Ana Carvalho 973
Modeling Multi-period Operations using the P-graph Methodologylstvdn Heckl, Ldszlo Haldsz, Adrian Szlama, Heriberto Cabezas, Ferenc Friedler 979
Life Cycle Modelling ofAlternative Gas-fuelled Power Plants with C02 Captureand StorageZhenggang Nie, Anna Korre, Sevket Durucan 985
xviii Contents
Investigation on Life-cycle Cost ofCoal-based Synthetic Natural Gas (SNG)Jun Zhang, Hengchong Li, Siyu Yang, Xiuxi Li, Yu Qian 991