
32nd European Symposium on Computer Aided Process Engineering
ESCAPE-32
- 1st Edition, Volume 51 - June 10, 2022
- Imprint: Elsevier
- Editors: Ludovic Montastruc, Stephane Negny
- Language: English
- Hardback ISBN:9 7 8 - 0 - 3 2 3 - 9 5 8 7 9 - 0
- eBook ISBN:9 7 8 - 0 - 3 2 3 - 9 5 8 8 0 - 6
32nd European Symposium on Computer Aided Process Engineering: ESCAPE-32 contains the papers presented at the 32nd European Symposium of Computer Aided Process Engineering (ESCAP… Read more

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Request a sales quote32nd European Symposium on Computer Aided Process Engineering: ESCAPE-32 contains the papers presented at the 32nd European Symposium of Computer Aided Process Engineering (ESCAPE) event held in Toulouse, France. It is a valuable resource for chemical engineers, chemical process engineers, researchers in industry and academia, students and consultants for chemical industries who work in process development and design.
- Presents findings and discussions from the 32nd European Symposium of Computer Aided Process Engineering (ESCAPE) event
Chemical engineers, chemical process engineers, researchers in industry and academia, students, and consultants for chemical industries
- Cover image
- Table of Contents
- Copyright
- Preface
- Theme Coordinators
- National Organizing Committee
- Scientific Committee
- International Scientific Committee
- Copyright
- Copyright
- T1: Modelling and Simulation
- Periodic Oscillations in Methane Reactor: Effects of the Main Operating Parameters
- Abstract
- 1: Introduction
- 2: Mathematical Model
- 3: Results
- 4: Conclusions
- References
- Modeling and Simulation of Non-Isothermal Ceramic Drying
- Abstract
- 1: Introduction
- 2: Mathematical description of the model
- 3: Results and Discussion
- 4: Conclusions
- Acknowledgments
- References
- Numerical study on the solid phase residence time distribution in a counter-current screw extractor
- Abstract
- 1: Introduction
- 2: Mathematical Model
- 3: Experiments and Simulation
- 4: Results and Discussion
- 5: Conclusion and Outlook
- References
- Dynamic modelling of light and temperature effects on biomass growth and biohydrogen production by the photosynthetic bacterium Rhodopseudomonaspalustris
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and discussion
- 4: Conclusion
- References
- Reducing the experimental effort to design pharmaceutical tablet lubrication by model-based design of experiments
- Abstract
- 1: Introduction
- 2: Materials and methods
- 3: Conclusions
- References
- A model-based approach to predict the flowability of directly compressed pharmaceutical blends from individual components
- Abstract
- 1: Introduction
- 2: Materials and experimental methods
- 3: Proposed modelling approach
- 4: Results
- 5: Conclusions
- References
- Purification of MIBA by Continuous Distillation
- Abstract
- 1: Introduction
- 2: Simulation of continuous distillation of MIBA
- Conclusion
- References
- Modelling of Organophilic Pervaporation for Separation of Acetone-Butanol-Ethanol Mixture
- Abstract
- 1: Introduction
- 2: Material and methods
- 3: Results and discussion
- 4: Conclusions
- References
- Development of Deep Learning Architectures for Forecasting Distillation Columns Dynamic Behavior of Biobutanol Purification
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusions
- References
- Impact of Methanol Synthesis Kinetics on Bulk Production Prediction: an In-Silico Assessment
- Abstract
- 1: Introduction
- 2: Methods
- 3: Sensitivity analysis to the feed composition and pressure
- 4: Industrial case studies
- 5: Conclusions
- References
- Optimal layout of modular multi-floor process plants using MILP
- Abstract
- 1: Introduction
- 2: Problem Description
- 3: Results and Discussion
- 4: Conclusions
- Acknowledgement
- References
- Paving the way to multi-case optimization of a steam Rankine cycle for cogeneration in nuclear power plants
- Abstract
- 1: Introduction
- 2: Rankine cycle model
- 3: Seasonal temperature variation of cold source
- 4: Optimization
- 5: Conclusion
- Acknowledgements
- References
- Dynamic modelling of non-isothermal open-cell foam catalyst packings: selective sugar hydrogenation to sugar alcohols as a case study
- Abstract
- 1: Introduction
- 2: Model development
- 3: Modelling results and discussion
- 4: Conclusions
- Acknowledgements
- References
- Optimising a wind farm with energy storage considering curtailment and uncertainties
- Abstract
- 1: Introduction
- 2: Model Description
- 3: Scenario Generation
- 4: Results and Discussion
- 5: Conclusion
- 6: Acknowledgements
- References
- Optimization of Biofuel and Kerosene Fuel Blends to Support Sustainable Aviation
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusion
- References
- Dynamic Surrogate Modeling for Continuous Processes Control Applications
- Abstract
- 1: Introduction
- 2: Case study
- 3: Methodology
- 4: Results
- 5: Conclusions
- References
- Probabilistic machine learning based soft-sensors for product quality prediction in batch processes
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Case Study
- 4: Results and Discussion
- 5: Conclusions
- References
- Property Estimation Method for Cannabinoids and Terpenes Using Machine Learning
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Analysis
- 4: Discussion and Conclusions
- References
- Kinetic modelling of γ-linolenic acid production by Cunninghamella echinulata
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and discussion
- 4: Conclusion
- References
- Techno-economic and environmental analysis of pyrolysis process simulation for plastic (PET) waste
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and discussion
- 4: Conclusion:
- References
- Monte Carlo Simulation of the Mechanical Processing of Bulk Materials with Fluctuating Compositions – Compositional Probability Density
- Abstract
- 1: Introduction
- 2: Experimental Data Generation
- 3: Probability Density Distribution
- 4: Conclusion and Outlook
- Acknowledgements
- References
- Determination of the burst pressure of pillow plates using finite element methods
- Abstract
- 1: Introduction
- 2: FEM Simulation
- 3: Validation
- 4: Results
- 5: Conclusions
- References
- A hybrid multi effect distillation and double reverse osmosis system for most economical brackish water desalination
- Abstract
- 1: Introduction
- 2: Description of MED-TVC and double RO processes
- 3: Modelling of MED-TVC and double RO processes
- 4: Simulation and performance evaluation of the brackish water desalination system using MED-TVC and double RO processes
- 5: Conclusions
- References
- Computational intelligence applied to the mathematical modeling of enzymatic syntheses of biosurfactants
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and discussion
- 4: Conclusions
- Acknowledgements
- References
- A Practical Guide to Coffee Roaster Modelling
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and Discussion
- 4: Conclusions and Recommendations
- References
- Modeling and simulation of anoxic-aerobic algal-bacterial photobioreactor for nutrients removal
- Abstract
- Introduction
- Materials and Methods
- Results
- Conclusions
- Acknowledgments
- References
- Gaussian-Process based inference of electrolyte decomposition reaction networks in Li-ion battery failure
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and Discussion
- 4: Conclusion
- 5: Conflicts of Interest & Acknowledgements
- References
- Energy evaluation of processes for the production of hydrogen from biomass biodigestion under Aspen Plus
- Abstract
- 1: Introduction
- 2: Process modeling in Aspen Plus
- 3: Results and discussion
- Conclusion
- References
- Life cycle optimization of energy systems integrated with carbon capture and utilization
- Abstract
- 1: Introduction
- 2: Methods
- 3: Results and discussion
- 4: Conclusions
- Acknowledgements
- References
- A comparative study of swarm intelligence and artificial neural networks applications in modeling complex reaction processes
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusions
- Acknowledgments:
- References
- Combined optimization of start-up shutdown and grade transition of a multistage continuous crystallization process
- Abstract
- 1: Introduction
- 2: Material and Method
- 3: Result and Discussion
- 4: Conclusion
- References
- Systematic dynamic modelling of heat exchanger network
- Abstract
- 1: Introduction
- 2: Model formulation
- 3: Model of two interconnected blocks
- 4: Model of Heat Exchanger Network interconnection in series
- 5: Conclusion
- References
- Technical and economic assessment of a castor bean biorefinery to produce renewable aviation fuel: a computer-aided design
- Abstract
- 1: Introduction
- 2: Modelling and simulation of castor bean plant biorefinery
- 3: Analysis of results
- 4: Conclusions
- Acknowledgments
- References
- SiCN fibers as advanced materials for electromagnetic shielding in X-band: experiments and computational modelling and simulation
- Abstract
- 1: Introduction
- 2: Material and methods
- 3: Results and discussion
- 4: Conclusion
- References
- Continuous-Time Surrogate Models for Data-Driven Dynamic Optimization
- Abstract
- 1: Introduction
- 2: Continuous-Time Surrogate Models and Data-Driven Optimization
- 3: Motivating Example: A Stable Dynamic Model
- 4: Continuous-Stirred Tank Reactor Example: An Unstable Nonlinear Dynamic Model
- 5: Conclusions
- References
- Parameter estimation in dynamic metabolic models applying a surrogate approximation
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusion
- Acknowledgments
- References
- A Benchmark Model to Generate Batch Process Data for Machine Learning Testing and Comparison
- Abstract
- 1: Introduction
- 2: Benchmark Process Model
- 3: Process Model Implementation
- 4: Evaluation of ML algorithms
- 5: Results
- 6: Conclusions
- Acknowledgements
- References
- Global warming impact of electric city buses in Chile: Critical stages of their fabrication and use
- Abstract
- 1: Introduction
- 2: Case Study
- 3: Methodology
- 4: Results
- 5: Conclusions
- References
- Sustainable Ammonia Production via Electrolysis and Haber-Bosch Process
- Abstract
- 1: Introduction
- 2: Background
- 3: Process Description
- 4: Results and Discussions
- 5: Conclusions and Future Work
- References
- Optimization for sustainable hydrogen production path
- Abstract
- 1: Introduction
- 2: Hydrogen Production Methodologies
- 3: Process Modeling
- 4: Simulation, Results and Discussion
- 5: Conclusion
- Acknowledgement
- References
- Development of lactic acid evaporation process model with multi effect evaporator and mechanical vapor recompression system
- Abstract
- 1: Introduction
- 2: Process description
- 3: Model development
- 4: Results
- 5: Conclusions
- References
- Optimization-Based Framework for Robust Modeling and Design of Kinetic Systems
- Abstract
- 1: Introduction
- 2: Framework description: Methodology
- 3: Results: Isobutene dimerization
- 4: Conclusions
- References
- Optimal Control System for Products Quality from a Deethanizer Column
- Abstract
- 1: Introduction
- 2: The Deethanizer Column
- 3: Modelling and simulation of the deethanizer column
- 4: Design of the feedforward control system
- 5: Optimal control system
- Conclusions
- References
- Importance of detailed experimentation in the model based design and scale up of pharmaceutical spray dryers for heat sensitive products
- Abstract
- 1: Introduction
- 2: Mathematical model
- 3: Methods
- 4: Results
- 5: Conclusions
- References
- Process modelling of Direct Air Capture (DAC) of CO2 using solid amine sorbents
- Abstract
- 1: Introduction
- 2: Modelling and validations
- 3: DAC model of 1.1 kg/day results and discussion
- 4: Conclusion and future work
- References
- Mechanistic modelling for thrips incidence in organic banana
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusions
- References
- A novel approach to modelling trickle bed reactors
- Abstract
- 1: Introduction
- 2: BasMo – A simulation toolbox for trickle bed reactors
- 3: Conclusions
- References
- Alkaline Water Electrolysis Model to Purify GMP grade NaOH Solutions for Biopharmaceutical Manufacturing Processes
- Abstract
- 1: Introduction
- 2: Experiment
- 3: Model and its Verification
- 4: Conclusion and Future Work
- Acknowledgement
- References
- Effect of air dynamics on the discharge of a pharmaceutical powder using the discrete element method
- Abstract
- 1: Introduction
- 2: Methodology and implementation
- 3: Results and discussion
- 4: Conclusions and outlook
- References
- Biorefinery modelling is in tatters, and here is why
- Abstract
- 1: Motivation
- 2: Outlining the current state of biorefinery modelling
- 3: The challenges facing biorefinery modelling
- 4: A wish list for biorefinery modelling
- 5: Conclusion
- Acknowledgements
- References
- Simulation of a Fischer-Tropsch reactor for jet fuel production using Aspen Custom Modeler
- Abstract
- 1: Introduction
- 2: Model description
- 3: Validation model
- 4: Case study - ULiège model
- 5: Conclusions
- References
- Techno-economic-environmental analysis of a microbial oil production integrated into a bioethanol sugarcane biorefinery
- Abstract
- 1: Introduction
- 2: Methods
- 3: Results and discussion
- 4: Conclusions
- Acknowledgments
- References
- Modeling the hydrodynamic sizing and rating of reactive packing in Aspen Plus
- Abstract
- 1: Introduction
- 2: Methods
- 3: Results and Discussion
- 4: Conclusion
- 5: Acknowledgements
- References
- Simplified Model-based Design of Plate-fin Microdevices with Uniform Flow Distribution at High Flow Rates
- Abstract
- 1: Introduction
- 2: Simple Model Development
- 3: Evaluation of Prediction Accuracy of the Developed Model
- 4: Design of Plate-fin Microdevice
- 5: Design of Stacked Plate-fin Microdevices
- 6: Conclusions
- References
- CFD-based study of fluid flow and transport phenomena in fixed bed compact reactors
- Abstract
- 1: Introduction
- 2: Simulation settings
- 3: Simulation results and discussion
- 4: Conclusions
- Acknowledgement
- References
- Multicomponent, nonisothermal VOC adsorption modelling for pharmaceutical effluent purification: effect of operating conditions on bed performance
- Abstract
- 1: Introduction
- 2: DynamicModel Development: Assumptions and Structure
- 3: Dynamic Model Parameters for Adsorption Systems
- 4: Results and Discussion
- 5: Conclusions
- Acknowledgements
- References
- Hydrogen Separation via Continuous Hydrate Formation
- Abstract
- 1: Contextualization
- 2: Materials and Methods
- 3: Results and Discussion
- 4: Conclusions
- Acknowledgments
- References
- Combined particle model and experimental approach for predicting pyrolysis with palm kernel shells
- Abstract
- 1: Introduction
- 2: Biomass pyrolysis and modelling strategies
- 3: Experimental approach and particle model for biomass pyrolysis
- 4: Results and Discussion
- 5: Conclusions
- 6: Acknowledgements
- References
- Methanation of CO2 byproduct from an ammonia plant with green hydrogen
- Abstract
- 1: Introduction
- 2: Methods
- 3: Thermodynamic and kinetic baseline simulations
- 4: Process model
- 5: Coke oven gas utilization
- 6: Conclusion
- References
- Uncertainty analysis applied to distillation columns calculations
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusion
- Acknowlwdgements
- References
- Gas diffusion channels in Li-O2 batteries: a comparison of wet and flooded electrodes
- Abstract
- 1: Introduction
- 2: Method
- 3: Results and discussion
- 4: Conclusions
- Acknowledgments
- References
- Techno-economic analysis of flexible AP-X LNG production process under risks and uncertainties
- Abstract
- 1: Introduction
- 2: Methodology and Data
- 3: Results and Discussion
- 4: Conclusion
- References
- Modelling and Parameter Fitting of the Dosage of Hydrogen Peroxide in a Photo-Fenton Process
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Result and discussion
- 4: Conclusions
- Acknowledgments
- References
- Optimising the performance of the condensate stabilisation unit in LNG Processes
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Condensate stabilisation process
- 4: Sensitivity analyses
- 5: Optimisation problem
- 6: Conclusion
- References
- Data-driven modelling of full batch distillation cycles based on recurrent neuronal networks
- Abstract
- 1: Introduction
- 2: Methods
- 3: Results and discussion
- 4: Conclusions
- 5: Acknowledgements
- References
- Stackelberg Game Design and Operation of a Non-Cooperative Bi-Level H2 Supply Chain Under Cournot Equilibrium
- Abstract
- 1: Introduction
- 2: Problem Definition
- 3: Hybrid MIBLPP Algorithm. The multi-follower case
- 4: Results
- 5: Conclusions
- 6: Acknowledgements
- References
- Modelling of Heat-Driven Water Treatment Systems: Multi-Effect Distillation (MED) model in Modelica
- Abstract
- 1: Introduction
- 2: Modelling of a Multi-Effect Distillation (MED) Unit
- 3: Economic Assessment
- 4: Conclusions
- Acknowledgements
- References
- Continuous operation of a solar photobioreactor with linearizing control – A simulation study
- Abstract
- 1: Introduction
- 2: Process description and modelling
- 3: Results
- 4: Conclusions
- References
- Dynamic Inherent Safety Analysis of a Distillation Column under Simultaneous Design and Control
- Abstract
- 1: Introduction
- 2: Case Study – Binary Distillation
- 3: Methodology
- 4: Results and Discussion
- 5: Conclusions
- References
- Modeling of Phosphates Slurry Pipelines Through Dynamic Non-Newtonian Fluid Model with Modelica
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and Discussions
- Results and discussion:
- 3.2: Simulation of the Non-Newtonian slurry flow
- 4: Conclusion
- References
- Techno-Economic Analysis of the Conversion of Waste Plastics to Hydrogen Fuel
- Abstract
- 1: Introduction
- 2: Modelling and Simulation
- 3: Process Description
- 4: Results and Discussion
- 5: Economic Analysis and Project Feasibility
- Conclusions
- Acknowledgements
- References
- Evaluating the flexible operation of vacuum-pressure swing adsorption for CO2 capture from modern gas turbines
- Abstract
- 1: Introduction
- 2: Adsorption modelling
- 3: Results and discussion
- 4: Conclusion
- References
- Exergoeconomic assessment of the optimised vapour-recompression assisted column for palm-based fatty acid fractionation
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and Discussions
- 4: Conclusions
- References
- A Reduced Population Balance Model for Coupled Hydrodynamics and Mass Transfer in Shallow Bubble Column Reactors
- Abstract
- 1: Introduction
- 2: Coupled bubble hydrodynamics and mass transfer using OPOSPM
- 3: Numerical solution
- 4: Results and discussion
- 5. Summary and conclusions
- References
- Modeling of the crystallization of gypsum produced in the digestion tank of an industrial phosphoric acid manufacturing process
- Abstract
- 1: Introduction
- 2: Modeling framework
- 3.3: Experimental measurements
- 4: Results and discussions
- 5: Conclusions
- References
- Development of a whole-body physiologically-based pharmacokinetic model for high-dose methotrexate
- Abstract
- 1: Introduction
- 2: Methods
- 3: Results and discussion
- 4: Conclusions
- References
- Analysis of an industrial adsorption process based on ammonia chemisorption: model validation
- Abstract
- 1: Introduction
- 2: Ammonia adsorption process modeling
- 3: Model validation
- 4: Conclusions
- References
- CFD modeling and simulation of an ammonia adsorption process
- Abstract
- 1: Introduction
- 2: Mathematical modeling
- 3: Results and discussion
- 4: Conclusions
- References
- Polygeneration from sugarcane industries enhanced by functionalizing novel cultivars and excess thermal energy
- Abstract
- 1: Introduction
- 2: Material and methodology
- 3: Result and discussion
- 4: Conclusion
- Acknowledgement
- References
- Economic optimization of a reactive distillation column with multiple reactive sections for silane production
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and Discussion
- 4: Conclusions
- References
- A multiscale model of proliferating and quiescent cell populations coupled with cell cycle dynamics
- Abstract
- 1: Introduction
- 2: Mathematical model
- 3: Numerical solution
- 4: Results and discussion
- 5: Conclusion
- References
- Multi-objective optimization of the food chain as a support for the development of agricultural sector
- Abstract
- 1: Introduction
- 2: Mathematical model for food supply optimization
- 3: Slovenian case study
- 4: Results
- 5: Conclusions
- Acknowledgment
- References
- Optimal CO2 allocation for enhanced oil recovery operations within carbon utilisation networks in Qatar
- Abstract
- 1: Introduction
- 2: Literature Review
- 3: Model Design and Optimisation
- 4: Results and Discussion
- 5: Conclusion
- References
- Optimal operation of an evaporator for the controlled production of titania nanoparticles
- Abstract
- 1: Introduction
- 2: Modelling
- 3: Optimization
- 4: Results
- 5: Conclusion and future work
- 6: Acknowledgements
- References
- A model-based approach for the prediction of banana rust thrips incidence from atmospheric variables
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusions
- References
- Comparison between 3D numerical simulations and experimental results of a lab-scale liquid-solid fluidized bed
- Abstract
- 1: Introduction
- 2: Experimental measurement from Aguilar-Corona (2008)
- 3: Mathematical modeling and numerical parameters
- 4: Fluidization law
- 5: Fluid and particle analysis of the total fluctuating kinetic energy
- 6: Conclusion
- 7: Acknowledgement
- References
- Non-process elements in kraft bleach plants: adsorption equilibrium aiming at reducing water consumption
- Abstract
- 1: Introduction
- 2: Model development and implementations
- 3: Materials and methods
- 4: Results and discussion
- 5: Conclusions
- Acknowledgments:
- References
- Re-design and scheduling of dairy thermal treatment processes for continuous operation
- Abstract
- 1: Introduction and background
- 2: New switching logic using pasteurisation time
- 3: High-temperature-short-time (HTST) case studies
- 4: Semi-continuous operation with the additional equipment
- 5: Conclusions
- References
- Xflow modelling for investigation of fluid structure interaction of artificial reef: application to burial effect
- Abstract
- 1: Introduction
- 2: Environment
- 3: Simulation of the interaction fluid structure on the bow
- 4: Multiphase modelling
- 7: Conclusions
- References
- Metamodeling of chemical engineering unit operations using Kriging and prediction error estimation
- Abstract
- 1: Motivation
- 2: Test-problems: chemical engineering models for unit operations
- 3: Kriging for metamodeling
- 4: Assessment using the test-problems
- 5: Conclusion and perspectives
- References
- On the integration of process engineering with metabolomics for the production of muconic acid: the case for Saccharomyces Cerevisiae
- Abstract
- 1: Introduction
- 2: Problem description and workflow outline
- 3: Case study: Muconic acid production from S.Cerevisiae
- References
- Modelling and simulation of a residual lignocellulosic biomass pyrolysis pilot plant
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusions
- Acknowledgements
- References
- Techno-economic-environmental analysis of biodiesel production by magnetic nanoparticles CLEAs of eversa® transform
- Abstract
- Introduction
- 1: Methodology
- 2: Results and discussion
- 3: Conclusions
- References
- Numerical Analysis of Impellers Hydrodynamics Performance in a Bioreactor CSTR with SPH
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusions
- Acknowledgements
- References
- On the use of embedded models and advanced analytics to model complex processes in the cement industry
- Abstract
- 1: Introduction
- 2: Presentation of first-principle models and parameters
- 3: Outline of methodology
- 4: Implementation
- 5: Results
- 6: Conclusions
- Acknowledgement
- References
- Aspen Plus® modeling approach of beechwood gasification in a fluidized bed reactor using biochar as bed material
- Abstract
- 1: Introduction
- 2: Aspen Plus® simulation
- 3: Results and analysis
- Conclusion
- References
- Mathematical modeling of the diffusion-limited (DLA) aggregation accompanied by particles swarming in reactors
- Abstract
- 1: Introduction
- 2: Algorithm description
- 3: Some results of the simulation
- 4: Conclusion
- References
- Verification of Neural Network Surrogates
- Abstract
- 1: Introduction
- 2: Optimization with Neural Network Surrogates
- 3: Formulation of Neural Network Verification Problem
- 4: Illustrative Example: Reactor Optimization with Neural Network Surrogates
- 5: Conclusions
- 6: Acknowledgements
- References
- Sustainable Analysis of Recent Acid Gas Treatment Schemes for LNG production
- Abstract
- 1: Introduction
- 2: Methodology and process description
- 3: Results and discussion
- 4: Conclusion
- References
- T2: Product/Process Synthesis and Design
- Promising future for biodiesel: Superstructure optimization from feed to fuel
- Abstract
- 1: Introduction
- 2: Superstructure for biodiesel production
- 3: Results and discussion
- 4: Conclusion
- References
- Model-based solvent selection for integrated synthesis, crystallisation and isolation processes
- Abstract
- 1: Introduction
- 2: Solvent selection approach for integrated synthesis, crystallisation and isolation processes
- 3: Case study: solvent selection for the integrated synthesis, crystallisation and isolation of mefenamic acid
- 4: Conclusion
- References
- Computer-aided solvent design for suppressing HCN generation in amino acid activation
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and discussion
- 4: Conclusion
- 5: Acknowledgements
- References
- Improving sustainable CHOSYN´s targets through process intensification
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusions
- References
- A novel process design for automated quality analysis in an integrated biopharmaceutical platform
- Abstract
- 1: Introduction
- 2: Process design
- 3: Results and discussion
- 4: Conclusions
- References
- A multiscale approach towards the use of Urban waste within the energy transition strategy
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Problem definition
- 4: Results
- 5: Conclusions
- Acknowledgments
- References
- Integration of thermo-chemical energy storage for flexible operation of decarbonized power plants
- Abstract
- 1: Introduction
- 2: Integration of calcium looping system for power plant decarbonization
- 3: Techno-economic assessment of decarbonized power plant concepts
- 4: Conclusions
- Acknowledgements
- References
- Superstructure optimization for sustainable design of an algae biorefinery
- Abstract
- 1: Introduction
- 2: Superstructure optimization
- 3: Results
- 4: Conclusion
- References
- Economic and Environmental Optimization and Feedstock Planning for the Renewable Jet Production Using an Intensified Process
- Abstract
- 1: Introduction
- 2: General description of the process
- 3: Case of study
- 4: Process optimization
- 5: Results
- 6: Conclusions
- References
- Heat exchanger networks with different shell and tube configurations
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Example
- 4: Conclusions
- Acknowledgments
- References
- Considering Environmental and Social Impact in Optimization of a Supply Chain for Bio-Jet Fuel Production
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Mathematical model
- 4: Results
- 5: Conclusions
- References
- Superstructure Optimization of Dimethyl Ether Process
- Abstract
- 1: Introduction
- 2: Superstructure of DME Production Process
- 3: MINLP Formulation and Solution Method
- 4: Results
- 5: Conclusion
- References
- A Comprehensive Evaluation on the COSMO-SAC-dsp Model for Vapor-Liquid Equilibrium Predictions of Refrigerants
- Abstract
- 1: Introduction
- 2: Methods
- 3: Results
- 4: Conclusions and outlooks
- Acknowledgement
- References
- Design and Evaluation Strategies for a Novel Hybrid Trigeneration System
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Mathematical Formulation
- 4: Case Study
- 5: Conclusion
- References
- Process synthesis for desalination using superstructure optimization of membrane technologies
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and discussion
- 4: Conclusion
- References
- A comparison of process synthesis approaches for multistage separation processes by gas permeation
- Abstract
- 1: Introduction
- 2: Synthesis approaches and their comparison
- 3: Case study: production of N2 from air using membrane gas permeation
- 4: Conclusion
- References
- Bifurcation analysis of combined agglomeration and layering granulation in fluidized bed spray processes
- Abstract
- 1: Introduction
- 2: Process Description and Model
- 3: Bifurcation Analysis
- 4: Results
- 5: Conclusion and Future Work
- Acknowledgments
- References
- Enhancement of energy saving of reverse osmosis system via incorporating a photovoltaic system
- Abstract
- 1: Introduction
- 2: Description of RO desalination plant powered by PV system
- 3: Design of PV system
- 4: Modelling of RO-PV system of APC
- 5: Modelling of Photovoltaic System
- 6: Evaluation of PV-RO system for various types of solar panels
- 7: Conclusions
- References
- Design and simulation of methanol synthesis using heavy residues with carbon utilization
- Abstract
- 1: Introduction
- 2: Process design
- 3: Results
- 4: Conclusion
- References
- Integrated process synthesis and design of intensified/hybrid processes
- Abstract
- 1: Introduction
- 2: Framework
- 3: Case Study
- 4: Conclusions
- References
- Macroalgae-based integrated biorefinery for hydrocolloids, chemicals and advanced biofuels production
- Abstract
- 1: Introduction
- 2: Process Description
- 3: Mathematical Model
- 4: Numerical Results
- 5: Conclusion
- References
- Design Space Determination of Mesenchymal Stem Cell Cultivation by Dynamic Modeling under Uncertainty
- Abstract
- 1: Introduction
- 2: Proposed workflow
- 3: Case Study
- 4: Conclusions
- Acknowledgements
- References
- Deterministic global optimization of multistage layer melt crystallization using surrogate models and reduced space formulations
- Abstract
- 1: Introduction
- 2: Methods
- 3: Results
- 4: Conclusions
- References
- Model-Based Design Space for Protein A Chromatography Resin Selection
- Abstract
- 1: Introduction
- 2: The Framework
- 3: Case Study: Monoclonal Antibody Capture Process
- 4: Results and Discussion
- 5: Conclusion
- References
- Sustainable Energy Systems Design with Heat Pump Technologies for Meeting Peak Heating Demand
- Abstract
- 1: Introduction
- 2: Problem Statement and Model Summary
- 3: Application to Sustainable Design of Campus Energy Systems
- 4: Conclusion
- References
- Isopropanol/n -Butanol/Ethanol separation from diluted fermentation broth by distillation. Process optimization using MILP techniques
- Abstract
- 1: Introduction
- 2: Methods
- 3: Results and discussion
- 4: Conclusions
- References
- Automatic synthesis of hybrid processes using distillation and liquid-liquid extraction for the separation of azeotropic mixtures
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Case Study
- 4: Conclusion
- Reference
- A framework for optimal and flexible schemes design under uncertainty and sustainable aspects
- Abstract
- 1: Introduction
- 2: Case study
- 3: Methodology
- 4: Results
- 5: Conclusions
- 6: Acknowledgments
- References
- Optimization-based assessment framework for CO2 utilization to fuels strategies
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Superstructure
- 4: Simulation and parameter estimation
- 5: Optimization model
- 6: Results and discussion
- 7: Conclusion
- References
- A novel approach to continuous extraction of active ingredients from essential oils through combined chromatography
- Abstract
- 1: Introduction
- 2: Materials and methods
- 3: Results and discussion
- 4: Conclusions
- References
- Digital design and optimization of an integrated reaction-extraction-crystallization-filtration continuous pharmaceutical process
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and discussion
- 4: Conclusions
- References
- Multi-objective optimization of natural gas liquefaction process simulation via kriging surrogate model
- Abstract
- 1: Introduction
- 2: Natural gas liquefaction process
- 3: Kriging-based multi-objective optimization
- 4: Results
- 5: Conclusions
- Acknowledgments
- References
- Integrated synthesis, modeling, and assessment of waste-to-resource alternatives
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Case Study
- 4: Results and Discussion
- 5: Conclusions
- Acknowledgments
- References
- MINLP model for work and heat exchange networks synthesis considering unclassified streams
- Abstract
- 1: Introduction
- 2: WHEN model
- 3: Case study
- 4: Conclusions
- Acknowledgments
- References
- Planetary Boundaries Assessment of Flue Gas Valorization into Ammonia and Methane
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusions
- Acknowledgments
- References
- A techno-economic assessment of biochar production from date pits in the MENA region
- Abstract
- 1: Introduction
- 2: Materials and methods
- 3: Results and discussion
- Conclusion
- Acknowledgments
- References
- Design of sustainable processes for CO2 capture
- Abstract
- 1: Introduction
- 2: Study Case and Methodology
- 3: Results
- Conclusions
- References
- Water network optimisation in chemical complexes: a refinery case study
- Abstract
- 1: Introduction
- 2: Problem statement
- 3: Mathematical formulation
- 4: Initialisation
- 5: Application example
- 6: Conclusion
- References
- Optimal design of solar-aided hydrogen production process using molten salt with CO2 utilization for polypropylene carbonate production
- Abstract
- 1: Introduction
- 2: Problem description
- 3: Mathematical formulation
- 4: Solution algorithm
- 5: Computational studies
- 6: Conclusion
- References
- Hierarchical Approach for Solvent Selection in Circular Economy
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Case Study - Chemical Recycling of PLA
- 4: Conclusion and Outlook
- Acknowledgements
- References
- A Framework to Facilitate Decision Making for Infrastructure Options Analysis of Distribution and Utilities Systems in Chemical Production Plants
- Abstract
- 1: Introduction
- 2: Framework Overview
- 3: Mathematical Modeling
- 4: Case Study
- 5: Conclusion
- References
- An Optimization Model for Expansion Planning of Reliable Power Generation Systems
- Abstract
- 1: Introduction
- 2: Problem statement
- 3: Model formulation
- 4: Illustrative example
- 5: Conclusions
- Acknowledgement
- References
- Application of an ontology-based decision support system for the design of emulsion-based cosmetic products
- Abstract
- 1: Introduction
- 2: An ontology for cosmetic product design
- 3: Application: Checking if a given formulation follows the heuristics
- 4: Conclusions and perspectives
- References
- Synthesis of extractive distillation structures for the purification of ethanol
- Abstract
- 1: Main Text
- 2: Problem statement
- 3: Mathematical formulation
- 4: Results and Discussion
- 5: Conclusions
- References
- Optimal design for flexible operation with multiple fluctuating input parameters
- Abstract
- 1: Introduction
- 2: Design Problem
- 3: Methanol Synthesis Modeling
- 4: Optimal Process Design
- 5: Results and Discussion
- 6: Conclusions
- References
- Design and Optimization of Membrane System for Gas Separation
- Abstract
- 1: Introduction
- 2: Membrane Superstructure Model
- 3: Post-combustion CO2 Capture
- 4: Biogas Upgradation by CO2 Removal
- 5: Conclusions
- References
- Assessment of Carbon Capture Technologies for Waste-to-Energy System
- Abstract
- 1: Introduction
- 2: Waste-to-Energy Superstructure
- 3: Waste-to-Energy: A Case Study
- 4: Conclusions
- References
- Process Integration and Techno-Economic Assessment of a Green Biorefinery Demonstration Scale Platform for Leaf Protein Production
- Abstract
- 1: Introduction
- 2: Materials and Methods
- 3: Results and Discussion
- 4: Conclusions
- References
- The effect of alternative fuels on calcium-looping
- Abstract
- 1: Introduction
- 2: Model development
- 3: Results
- 4: Conclusions
- References
- Simultaneous Synthesis of Metabolic and Process Engineering for the Production of Muconic Acid
- Abstract
- 1: Background and Motivation
- 2: Methodology
- 3: Illustration Cases
- 4: Future Work
- References
- Renewable hydrogen supply chain for transport application in Corsica island
- Abstract
- 1: Introduction
- 2: Presentation of the methodological framework
- 3: Results and discussions
- 4: Conclusion and perspectives
- References
- T3: Large Scale Design and Planning/Scheduling
- Optimal configuration of a biodiesel production network using oil from black soldier fly larvae
- Abstract
- 1: Introduction
- 2: Problem statement
- 3: Methodology
- 4: Results
- 5: Conclusion
- References
- Optimization of Sink Locations in Carbon Integration Networks
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Mathematical Formulation
- 4: Case Study
- 5: Conclusions
- References
- Towards Efficient Bioenergy Systems: Understanding the Role of Soil Sequestration, Supply Chain Design, and Carbon Capture
- Abstract
- 1: Introduction
- 2: Supply chain and biorefinery model
- 3: Results
- 4: Conclusions
- References
- A Multi-Period Planning and Scheduling Strategy for Developing Hydrogen-Based Supply Chains
- Abstract
- 1: Introduction
- 2: Problem Statement
- 3: Solution Framework
- 4: Results and Discussion
- 5: Conclusion
- 6: Acknowledgements
- References
- Holistic Capacity Management and Production Planning in the Pharmaceutical Supply Chain
- Abstract
- 1: Introduction
- 2: Problem Statement
- 3: Methodology
- 4: Case Study
- 5: Conclusions & Perspectives
- References
- Towards Resilience in Next-Generation Vaccines and Therapeutics Supply Chains
- Abstract
- 1: Introduction
- 2: Materials & Methods
- 3: Results & Discussion
- 4: Conclusions
- References
- Network-Based Analysis of Electrified Chemical Processing with Renewable Energy Sources
- Abstract
- 1: Introduction
- 2: Background
- 3: Problem Definition
- 4: Case Studies and Results
- 5: Conclusion
- 6: Acknowledgments
- References
- MINLP framework for systems analysis of the chemical manufacturing industry using network models
- Abstract
- 1: Introduction
- 2: Background
- 3: MINLP Problem Formulation
- 4: Discussion
- 5: Conclusions
- 6: Acknowledgments
- References
- A Novel Approach for Vehicle Fleet Sizing and Allocation under Uncertain Demand
- Abstract
- 1: Introduction
- 2: Problem Statement
- 3: Mathematical Formulation
- 4: Results and Discussion
- 5: Conclusions
- References
- Fresh vs frozen: assessing the impact of cryopreservation in personalised medicine
- Abstract
- 1: Introduction
- 2: Materials and methods
- 3: Results and discussion
- 4: Conclusions
- 5: Acknowledgements
- References
- A novel hybrid algorithm for scheduling multipurpose batch plants
- Abstract
- Introduction
- Genetic algorithm
- Sequence-based MILP formulation
- Hybrid framework
- Case studies
- Conclusions
- References
- Assessment of biomass supply chain design and planning using discrete-event simulation modeling
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Case Study
- 4: Conclusions
- Acknowledgments
- References
- Design of a three-echelon supply chain under uncertainty in demand and CO2 allowance prices
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Outlook and further work
- Acknowledgements
- References
- An industrial perspective on simulation versus optimisation decision-making capabilities
- Abstract
- 1: Introduction
- 2: Simulation-based versus optimisation-based industrial capabilities
- 3: An industrial perspective on petroleum refinery decision-making
- 4: Guidelines for enhanced industrial capabilities
- 5: Illustrative example
- 6: Conclusions
- References
- Decomposition of Two-stage Stochastic Scheduling Problems via Similarity Index
- Abstract
- 1: Introduction
- 2: Similarity Index
- 3: Case study
- 4: Results
- 5: Conclusions
- 6: Acknowledgements
- References
- A New MILP Formulation for Scheduling of Crude Oil Operations
- Abstract
- 1: Introduction
- 2: Materials and Methods
- 3: Results and Discussions
- 4: Conclusions
- References
- Multiperiod optimization model for CO2 capture, utilization and storage, Colombian case study
- Abstract
- 1: Introduction
- 2: Model formulation
- 3: Results
- 4: Conclusions
- Acknowledgments
- References
- Towards improved scheduling: an analysis on time-steps, time-horizon, and rescheduling
- Abstract
- 1: Introduction
- 2: Scheduling parameters: time-step and time-horizon
- 3: Problem statement
- 4: Examples and results
- 5: Final remarks and future guidelines
- References
- T4: On Line Model Based Applications and Control
- Pharmaceutical Industry Supply Chains: Planning Vaccines’ Distribution
- Abstract
- 1: Introduction
- 2: Problem Definition and mathematical formulation
- 3: Case-Study
- 4: Results and Discussion
- 5: Conclusions and future work
- Acknowledgements
- References
- Plantwide control strategy for a biodiesel production process from Jatropha curcas oil with variable composition
- Abstract
- 1: Introduction
- 2: Case study
- 3: Control strategy
- 4: Results
- 5: Conclusions
- References
- Cascade fuzzy control of a tubular chemical reactor
- Abstract
- 1: Introduction
- 2: Cascade fuzzy control
- 3: Case study
- 4: Simulation results
- 5: Conclusions
- Acknowledgement
- References
- Design and Implementation of an Optimal Control Framework for Post-combustion CO2 Capture Process
- Abstract
- 1: Introduction
- 2: Post-combustion CO2 Capture (PCC) Process
- 3: Optimal Control Framework
- 4: Implementation Results
- 5: Conclusions
- 6: Acknowledgement
- References
- Data Driven Process Monitoring, from Fault Detection and Diagnosis Points of View, in Industry 4.0 Context
- Abstract
- 1: Introduction
- 2: Industry 4.0 and Associated Technologies
- 3: Process Monitoring within Industry 4.0 Context
- 4: Conclusions
- References
- Safe Chance Constrained Reinforcement Learning for Batch Process Optimization and Control
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Case Study
- 4: Results and Discussion
- 5: Conclusions
- References
- Support Vector Machine-based Design of Multi-model Inferential Sensors
- Abstract
- 1: Introduction
- 2: Problem Statement
- 3: Design of MIS with Advanced Approaches
- 4: Case Study
- 5: Conclusions
- References
- Model predictive control for greenhouse condition adjustment and crop production prediction
- Abstract
- 1: Introduction
- 2: State-space model construction
- 3: Model predictive control framework
- 4: Control profile
- 5: Discussion
- References
- Study on the noise contents of different measurements in industrial process and their impact on process monitoring
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Selection of optimal denoising parameters and its application on an industrial continuous catalytic reforming process
- 4: Results and discussion
- 5: Conclusions
- References
- A Comparative Study on the Influence of Different Prediction Models on the Performance of Residual-based Monitoring Methods
- Abstract
- 1: Introduction
- 2: Preliminary
- 3: Establishment of residual-based monitoring models
- 4: Case study
- 5: Conclusions
- References
- Optimal operation of parallel mini-bioreactors in bioprocess development using multi-stage MPC
- Abstract
- 1: Introduction
- 2: Material and Methods
- 3: Results and discussion
- 4: Conclusion and outlook
- Acknowledgments
- References
- A platform for online system identification of dynamic ultrafiltration systems
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusions
- References
- Development of a Virtual Sensor for Real-Time Prediction of Granule Flow Properties
- Abstract
- 1: Introduction
- 2: Methods
- 3: Materials and Equipment
- 4: Results and Discussion
- 5: Conclusions
- 6: Acknowledgements
- 7. References
- A Hierarchical Approach to Monitoring Control Performance and Plant-Model Mismatch
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Case Study
- 4: Conclusions
- Acknowledgement
- References
- Optimal Control Policies of a Crystallization Process Using Inverse Reinforcement Learning
- Abstract
- 1: Introduction and Background
- 2: Problem Formulation
- 3: Result and Discussion
- 4: Conclusion
- Acknowledgements:
- References
- Dynamic Real–Time Optimization with Closed-Loop Prediction for Nonlinear MPC–Controlled Plants
- Abstract
- 1: Introduction
- 2: Formulation
- 3: Case Studies
- 4: Conclusion
- References
- Dynamic Real-Time Optimization of a Solar Thermal Plant during Daytime
- Abstract
- 1: Introduction
- 2: Solar thermal plant description and modelling
- 3: Dynamic Real-Time Optimization methodology
- 4: Case study
- 5: Conclusion
- References
- Online Bayesian Re-design of Parallel Experiments based on Asynchronous Posterior Sampling
- Abstract
- 1: Introduction
- 2: Online re-design via posterior sampling
- 3: Case study
- 4: Concluding remarks
- References
- Dynamic optimisation and comparative analysis of fed-batch and perfusion bioreactor performance for monoclonal antibody (mAb) manufacturing
- Abstract
- 1: Introduction
- 2: Dynamic Modelling and Optimisation for mAb Production
- 3: Results and Discussion
- 4: Conclusions
- References
- Control of an industrial packed extraction column for biodiesel washing
- Abstract
- 1: Introduction
- 2: Development of the control strategy for the extraction column
- 3: Results
- 4: Conclusion and Future Work
- Acknowledgements
- References
- Development of mechanistic reduced order models (ROMs) for glidant and lubricant effects in continuous manufacturing of pharmaceutical solid-dosage forms
- Abstract
- 1: Introduction
- 2: Materials and Methods
- 3: Reduced Order Models
- 4: Conclusion
- 5: Acknowledgments
- References
- Health-aware control using hybrid models applied to a gas-lifted oil well network
- Abstract
- 1: Introduction
- 2: Case Study: Gas-lifted oil well network
- 3: Health-critical constraints and objective function
- 4: Choosing the data-driven model
- 5: Conclusion
- References
- Applying Ecological Interface Design for Modular Plants: Safety-Demonstrator Case Study
- Abstract
- 1: Introduction
- 2: Development of Work Domain Analysis
- 3: Mock-up Interface Description
- 4: Conclusion
- Acknowledgments:
- References
- Path-following for parametric MPCC: a flash tank case study
- Abstract
- 1: Introduction
- 2: Background
- 3: Methodology
- 4: Case Study
- 5: Results
- 6: Conclusion
- Acknowledgement:
- References
- Feature engineering for neural network-based oscillation detection in process industries
- Abstract
- 1: Introduction
- 2: Dataset available
- 3: FFT-based Neural Network Approach for Oscillation Detection
- 4: FFT of ACF as input features
- 5: Conclusions
- References
- Multi-parametric Model Predictive Control Strategies for Evaporation Processes in Pharmaceutical Industries
- Abstract
- 1: Introduction
- 2: Theoretical background
- 3: Results
- 4: Conclusions
- Acknowledgments
- References
- Process as a battery: Electricity price based optimal operation of zeolite crystallization in a COBR
- Abstract
- 1: Introduction
- 2: Process overview
- 3: Optimization problem
- 4: Results
- 5: Conclusion
- Acknowledgement
- References
- Leveraging Deep Learning for Efficient Explicit MPC of High-Dimensional and Non-linear Chemical Processes
- Abstract
- 1: Introduction
- 2: Problem statement
- 3: Proposed methodology
- 4: Applications
- 5: Conclusion
- References
- Incorporation of error propagation into an elemental balancing based soft-sensor for improved online monitoring of microbial fed-batch processes
- Abstract
- 1: Introduction
- 2: Methods
- 3: Soft sensor
- 4: Results & Discussion
- 5: Conclusion & Outlook
- References
- In-silico Formulation of Iterative Learning Control for Chromatographic Purification of Biopharmaceuticals
- Abstract
- 1: Introduction
- 2: Simulations and model formulation
- 3: Control algorithm
- 4: Concluding remarks
- References
- Application of Real-Time Optimization with Modifier Adaptation to the Reactive Extrusion of Hydrophobically Modified Ethoxylated Urethanes
- Abstract
- 1: Introduction
- 2: Models and Method
- 3: Results
- 4: Conclusion
- Acknowledgements
- References
- T5: Concepts, Methods and Tools
- Development of a virtual platform for the metaheuristic optimization of heat exchangers
- Abstract
- 1: Introduction
- 2: Heat exchanger design and optimization environment
- 3: Case studies and optimization problems
- 4: Results
- 5: Conclusion
- Acknowledgements
- References
- Combining optimization and life cycle assessment: Design of low-carbon multi-energy systems in the SecMOD framework
- Abstract
- 1: Introduction: Low-carbon industrial utility systems
- 2: Method: Utility system optimization considering life cycle indicators
- 3: Case Study: Integrating pumped thermal energy storage in a utility system
- 4: Results: Economically and environmentally optimal energy supply structure
- 5: Conclusions
- Acknowledgments
- References
- Robust Design of Distributed Energy Systems Within Unbalanced Power Networks
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Case study
- 4: Results and Discussion
- 5: Conclusion
- References
- SCR: A novel surrogate-based global optimization algorithm for constrained black-box problems
- Abstract
- 1: Introduction
- 2: SCR algorithm
- 3: Assessment of SCR performance on test functions
- 4: Optimization of a CO2 Purification Unit
- 5: Conclusion
- References
- Comparative Life Cycle Assessment of Demand-Side Management via Operational Optimization
- Abstract
- 1: Introduction
- 2: LCA of demand-side management processes
- 3: LCA of the switchable chlor-alkali electrolysis
- 4: Results of the switchable chlor-alkali electrolysis
- 5: Conclusions
- Acknowledgments
- References
- A rigorous synthesis and optimal design methodology for chemical and biochemical processes
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusion
- References
- Renewables-Based Multigeneration System for District Energy Supply
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and Discussion
- 4: Conclusions
- References
- Topology-Based Construction of Business-Integrated Material Modelling Workflows
- Abstract
- 1: Project Background
- 2: Business-to-Business process level
- 3: Business internal process level
- 4: Interoperability
- 5: Conclusion
- Acknowledgments:
- References
- Investigation of optimal blending of livestock manures to produce biocrude via hydrothermal liquefaction
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and Discussion
- 4: Conclusion
- References
- Systematic Pairing Selection for Economic-oriented Constraint Control
- Abstract
- 1: Introduction
- 2: Problem Statement
- 3: Systematic Pairing Formulation
- 4: Numerical Results
- 5: Conclusion
- Acknowledgment
- References
- Quality assessment for dynamic, hybrid semi-parametric state observers
- Abstract
- 1: Introduction
- 2: State of the Art
- 3: Case study
- 4: Results and discussion
- 5: Conclusion
- References
- ANN-assisted optimization-based design of energy-integrated distillation columns
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusion
- References
- Application of multiplicative homomorphic encryption in process industries
- Abstract
- 1: Introduction
- 2: Theoretical background
- 3: Methodology
- 4: Results and discussion
- 5: Conclusion
- References
- PPOPT - Multiparametric Solver for Explicit MPC
- Abstract
- 1: Introduction
- 2: PPOPT Features
- 3: Applications
- 4: Conclusions
- References
- Improved Sequential Least Squares Programming–Driven Feasible Path Algorithm for Process Optimisation
- Abstract
- 1: Introduction
- 2: Problem Statement
- 3: Improved Sequential Least Squares Programming Algorithm
- 4: Case Study
- 5: Conclusion
- References
- Parallel Simulated Annealing approach for optimal process plants instrumentation
- Abstract
- 1: Introduction
- 2: Sensor Network Design Problem
- 3: PHSA solver
- 4: Experimental Design
- 5: Result Analysis
- 6: Conclusions
- References
- A sparse polynomial surrogate model for the shrinking core model in phosphate ore digestion
- Abstract
- 1: Introduction
- 2: First-principles modelling of phosphate ore digestion
- 3: Surrogate modelling framework
- 4: Application of sparse polynomial interpolation in dissolution modelling
- 5: Results and discussions
- 6: Conclusions
- References
- On the use of data engineering and machine learning in global optimization applications with cutting plane approximations
- Abstract
- 1: Introduction
- 2: Problem description and mathematical formation
- 3: Metrics and analytics in selecting cutting planes
- 4: Results
- 5: Conclusion
- 6. Acknowledgments
- References
- A systematic approach for the processing of experimental data from anaerobic syngas fermentations
- Abstract
- 1: Introduction
- 2: Data curation and smoothing
- 3: Reconciliation of net conversion rates
- 4: Calculation of the dissolved gas concentrations
- References
- Process Systems Engineering prospects in Circular Economy implementation in industry
- Abstract
- 1: Introduction and Rationale of the work
- 2: Process Systems Engineering and the Circular Economy
- 3: Research gaps and expected added value
- 4: Research questions, methods and tools
- 5: Industry 4.0 and PSE
- 6: Conclusions
- References
- Incremental financial analysis of black liquor upgraded gasification in integrated kraft pulp and ammonia production plants under uncertainty of feedstock costs and carbon taxes
- Abstract
- 1: Introduction
- 2: Methods
- 3: Results and discussion
- 4: Conclusion
- References
- A Capex Opex Simultaneous Robust Optimizer: Process Simulation-based Generalized Framework for Reliable Economic Estimations
- Abstract
- 1: Introduction
- 2: Methods
- 3: Conclusions
- References
- A soybean supply chain model to analyze the greenhouse gas emissions of the transport sector
- Abstract
- 1: Introduction
- 2: Methodology
- References
- Ontology for Enhanced Industrial Process Control
- Abstract
- 1: Introduction
- 2: What you should know about Ontology Design in PSE
- 3: Case of Study: Batch Reactor Plant for I4.0
- 4: Conclusions
- Acknowledgments
- References
- Complementing Natural Gas Driven Syngas with Optimum Blends of Gasified Biomass Waste
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and discussion
- 4: Conclusion
- References
- How tools and technologies can help drive sustainability
- Abstract
- 1: Introduction
- 2: The Digital Twin
- 3: Unified Engineering
- 4: Process Simulation Lifecycle
- 5: Process Simulations for Sustainable Technology
- 6: Conclusion
- References
- The use of game theory in the analysis of marine lubricant markets in ports
- Abstract
- 1: Marine lubricants and game theory
- 2: Market and problem description
- 3: Methodology and mathematical model
- 4: Results
- 5: Discussion
- 6: Conclusion
- 7. Acknowledgement
- References
- T6: Digitalization and Artificial Intelligence
- Application of Outlier Treatment Towards Improved Property Prediction Models
- Abstract
- 1: Introduction
- 2: Methods
- 3: Results
- 4: Discussion
- 5: Conclusion
- References
- Data-driven, Image-based Flow Regime Classification for Stirred Aerated Tanks
- Abstract
- 1: Introduction
- 2: Problem description and test set up
- 3: Data preparation
- 4: Modelling
- 5: Evaluation and discussion
- 6: Conclusion
- References
- Data-driven modeling for physical property prediction of polypropylene composites using artificial neural network and principal component analysis
- Abstract
- 1: Introduction
- 2: Method
- 3: Results and discussions
- 4: Conclusion
- Acknowledgements
- References
- Optimization of the Wastewater Treatment Plant Aeration Using Artificial Neural Networks Models
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and Discussion
- 4: Conclusions
- References
- The truncated Q statistic for Statistical Process Monitoring of High-Dimensional Systems
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusions
- Acknowledgements
- References
- Development of a predictive emissions monitoring system using hybrid models with industrial data
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and Discussion
- 4: Conclusion
- References
- On The Interpretability of Graph Neural Networks in QSPR Modeling
- Abstract
- 1: Introduction
- 2: Method
- 3: Results and Discussion
- 4: Conclusions
- References
- Predictive Maintenance in the Digital Era
- Abstract
- 1: Introduction
- 2: Case Study Data
- 3: Predictive Maintenance Methodology
- 4: Results
- 5: Conclusion
- References
- An evolutionary approach for techno-economic assessment
- Abstract
- 1: Introduction
- 2: Problem statement
- 3: Fundamental modelling
- 4: Main results
- 5: Conclusions
- References
- Optimization of an artificial neural network structure for modelling carbon capture in spray columns
- Abstract
- 1: Introduction
- 2: Dataset description and data preprocessing
- 3: ANN optimization description
- 4: Results
- 5: Conclusions
- 6. Acknowledgements
- References
- Hierarchical Statistical Process Monitoring based on a Functional Decomposition of the Causal Network
- Abstract
- 1: Introduction
- 2: Methodologies
- 3: Results
- 4: Discussion
- 5: Conclusions
- References
- A Recurrent Neural Networks-Based Approach for Modeling and Control of a Crystallization Process
- Abstract
- 1: Introduction
- 2: Neural Networks
- 3: Model Predictive Controller Design
- 4: Results and Discussion
- 5: Conclusion and Prospects
- References
- Lithium-air battery electrocatalyst identification using Machine Learning and SciBERT word embeddings
- Abstract
- 1: Introduction:
- 2: Methodology:
- 3: Results:
- 4: Conclusion:
- 5: Future work:
- References:
- A digital twin-concept for smart process equipment assemblies supporting process validation in modular plants
- Abstract
- 1: Introduction
- 2: Illustrative example
- 3: Requirements analysis
- 4: A linked-data-based digital twin concept for smart PEAs
- 5: Conclusion
- Acknowledgement
- References
- Bayesian Optimization for techno-economic analysis of pressure swing adsorption processes
- Abstract
- 1: Introduction
- 2: Optimization algorithms
- 3: PSA model
- 4: Case study
- 5: Result
- 6: Discussion
- 7: Conclusions
- 8.Acknowledgement
- References
- Online state of charge estimation of lithium-ion battery using surrogate model based on electrochemical model
- Abstract
- 1: Introduction
- 2: Datasets
- 3: Method
- 4: Result
- 5: Conclusion
- References
- Machine-learning based prediction of infinite-dilution activity coefficients of ionic liquids using physicochemical properties
- Abstract
- 1: Introduction
- 2: Data and method
- 3: Conclusion
- References
- The Impact of Reward Shaping in Reinforcement Learning for Agent-based Microgrid Control
- Abstract
- 1: Introduction
- 2: An introduction to Q-learning and deep Q-learning
- 3: Analysis on the impact of reward shaping on implicit indicator
- 4: Conclusion
- References
- Knowledge mining from scientific literature for acute aquatic toxicity: classification for hybrid predictive modelling
- Abstract
- 1: Introduction
- 2: Methods
- 3: Results and Discussion
- 4: Conclusions
- References
- Machine Learning for the prediction of the thermochemical properties (enthalpy and entropy of formation) of a molecule from its molecular descriptors
- Abstract
- 1: Introduction
- 2: Methods
- 3: Results and discussion
- 4: Conclusions
- References
- A Novel Machine Learning-Based Optimization Approach for the Molecular Design of Solvents
- Abstract
- 1: Introduction
- 2: Method
- 3: Results and Discussion
- 4: Conclusion
- References
- A methodology for gray-box modeling of nonlinear ODE systems
- Abstract
- 1: Introduction
- 2: Simulation model use case: Fermentation of a sporulating bacterium
- 3: Novel methodology for gray-box modelling of nonlinear ODE systems
- 4: Results
- 5: Conclusions and outlook
- 6. Acknowledgment
- References
- Optimal aeration of wastewater treatment plants based on recurrent neural networks and real plant data
- Abstract
- 1: Main Text
- 2: Wastewater treatment plant
- 3: Training framework
- 4: Results and discussion
- 5: Conclusion and outlook
- Acknowledgements
- References
- Soft Sensor of Key Components in Recirculating Aquaculture Systems, using Feedforward Networks
- Abstract
- 1: Introduction
- 2: Process Description
- 3: Methodology
- 4: Results
- 5: Discussion
- 6: Conclusion
- References
- Interpretability of neural networks predictions using Accumulated Local Effects as a model-agnostic method
- Abstract
- 1: Introduction
- 2: Accumulated Local Effects
- 3: Case study: Combined Cycle Power Plant
- 4: Results and discussion
- 5: Conclusion
- References
- Hybrid AI Models in Chemical Engineering – A Purpose-driven Perspective
- Abstract
- 1: Introduction
- 2: Objectives of Hybrid Models
- 3: Conclusion & Future Perspectives
- References
- Determination of Adsorption Energies from DFT databases using Machine Learning techniques
- Abstract
- 1: Introduction
- 2: Selection of descriptors of the metallic surface
- 3: Learning a model to predict adsorption energies
- 4: Conclusion
- References
- Probabilistic graphical models for the identification and analysis of reaction pathways in water treatment
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and discussion
- 4: Conclusions and future work
- References
- Integrating autoencoder and heteroscedastic noise neural networks for industrial data analysis and soft-sensor design
- Abstract
- 1: Introduction
- 2: Problem statement
- 3: Methodology
- 4: Results and Discussion
- 5: Conclusion
- References
- Economic risk analysis of emergent green hydrogen facilities – A Monte Carlo approach
- Abstract
- 1: Introduction
- 2: Methods and tools
- 3: Case studies
- 4: Results and discussion
- 5: Conclusion and perspectives
- References
- Machine Learning-Based Surrogate Models and Transfer Learning for Derivative Free Optimization of HTPEM Fuel Cells
- Abstract
- 1: Introduction
- 2: Transfer Learning
- 3: Data preparation
- 4: Few Shot Learning and Automated Machine Learning Framework
- 5: Derivative Free Optimization using MLBSMs
- 6: Results and Discussion
- 7: Conclusions
- 8. Acknowledgements
- References
- A Methodology for The Optimal Surrogate Modelling of Digital Twins Using Machine Learning
- Abstract
- 1: Introduction
- 2: Data Generation
- 3: Modelling framework
- 4: Case study
- 5: Conclusions
- References
- Bayesian Neural Network-Based Calibration for Urban Air Quality Sensors
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Experiment
- 4: Results and Discussion
- 5: Conclusion
- Acknowledgements:
- References
- Hyperconic Machine Learning to Predict Microbial Growth
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusions
- References
- T7: CAPE Applications Addressing Societal Challenges
- Optimal Contract Selection for Contract Manufacturing Organisations in the Pharmaceutical Industry Under Uncertainty
- Abstract
- 1: Introduction
- 2: Problem statement
- 3: Solution strategy
- 4: Application study
- 5: Conclusions
- Acknowledgements
- References
- A Framework for Economic Optimization of Carbon Capture and Sequestration from Italian Industrial Sources Under Seismic Risk Constraints
- Abstract
- 1: Introduction
- 2: Modelling framework
- 3: Mathematical formulation
- 4: Results
- 5: Conclusions
- References
- Energy-water Scheduling Decisions for Agricultural Scenario Planning
- Abstract
- 1: Introduction
- 2: FEWN Framework Overview
- 3: Mathematical Modeling
- 4: Case Study
- 5: Conclusion
- 6. Acknowledgements
- References
- Optimizing the allocation of resources for the security of the water-energy-food nexus
- Abstract
- 1: Introduction
- 2: Problem statement
- 3: Water- energy-food nexus optimization framework
- 4: Case study
- 5: Results
- 6: Conclusions
- References
- Application of CAPE Tools into Prospective Life Cycle Assessment: A Case Study in Recycling Systems Design of Lithium-Ion Battery
- Abstract
- 1: Introduction
- 2: Materials and methods
- 3: Results and discussions
- 4: Conclusion
- Acknowledgement
- References
- A Fair-Sustainable Approach for the Optimization of an Integrated Fuel Production System
- Abstract
- 1: Introduction
- 2: System Description
- 3: Model Formulation
- 4: Results and Discussion
- 5: Conclusions
- References
- The advancement of zero-emission natural gas power plants and their role in future energy supply
- Abstract
- 1: Introduction
- 2: Power cycles
- 3: Carbon capture technologies
- 4: Review of zero-emission natural gas power plant
- 5: The role of zero-emission natural gas power plants around the world
- 6: Conclusion
- References
- A Process Integration-Based Optimal Decarbonisation Policymaking Software Framework
- Abstract
- Introduction
- 1: Problem Statement
- 2: Mathematical Programming Formulation
- 3: Case Study
- 4: Conclusion
- Acknowledgements
- References
- Interplaying of industry 4.0 and circular economy in cyber-physical systems towards the mines of the future
- Abstract
- 1: Introduction
- 2: Mining challenges from a CE perspective
- 3: Sense, calculate, and actuate cycle within CPSs for mine-to-mill process
- 4: Discussion and conclusion
- References
- Environmental Impacts of Rice Husk-Derived Silica under Uncertainty: Is “Bio” better?
- Abstract
- 1: Introduction
- 2: Life Cycle Assessment
- 3: Results
- 4: Conclusion
- 5. Acknowledgements
- References
- Economic Analysis of Novel Pathways for Recovery of Lithium Battery Waste
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results and Discussion
- 4: Conclusion
- References
- Sensitivity Analysis and Risk Assessment for the In-Silico Design and Use of Optimized Cell Factories in a Xylitol Biorefinery
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusions
- Acknowledgments
- References
- Optimal design and planning of supply chains for viral vectors and RNA vaccines
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Application
- 4: Conclusions
- References
- Different approaches to epidemic modeling – The Covid-19 case study
- Abstract
- 1: Introduction
- 2: Short-term pandemic models
- 3: Medium-term pandemic models
- 4: Long term predictions
- 5: Alternative vaccination policies
- References
- An integrated and sustainable Ethanol-Hydrogen-Ammonia-Urea plant
- Abstract
- 1: Introduction
- 2: Methodology
- 3: Results
- 4: Conclusion
- Acknowledgments
- References
- A methodology based on social life cycle assessment for social hotspots identification
- Abstract
- 1: Introduction
- 2: Social Life Cycle Assessment
- 3: Results Analysis and Discussion
- 4: Conclusion
- References
- A game-theoretical approach for the analysis of waste treatment and circular economy networks
- Abstract
- 1: Introduction
- 2: Games in extensive forms with complete information
- 3: Continuous games with multiple players
- 4: Results
- 5: Conclusions
- 6. Acknowledgments
- References
- T8: Education in CAPE and Knowledge Transfer
- Agile Process Systems Engineering (PSE) education – 1. What should be taught to achieve desired outcomes mastery by graduates?
- Abstract
- 1: Rationale and Background of the Work
- 2: Current Status and Contents in PSE Education
- 3: Survey Content and Methodology
- 4: Survey Results
- 5: Discussion of the results
- 6: Conclusions
- References
- You have nothing to lose: Worry-free flipping for PSE
- Abstract
- 1: Introduction
- 2: The Link Between Active Learning and Learning Outcomes
- 3: Flipped-class Enabled Active Learning
- 4: Class Experience with the Teaching Method
- 5: Conclusions
- References
- Agile Process Systems Engineering (PSE) education – 2. How to teach to achieve desired outcomes mastery by graduates
- Abstract
- 1: Introduction
- 2: Teaching PSE using Active Learning
- 3: Method
- 4: Analysis
- 5: Responder Opinions Summarized and Conclusions
- References
- Decision-making framework for improved educational resilience under pandemic events
- Abstract
- 1: Introduction
- 2: Educational resilience
- 3: Educational resilience framework
- 4: Illustrative example
- 5: Remarks and future guidelines
- References
- Teaching courses heavily dependent on computational resources to STEM students during Pandemics
- Abstract
- 1: Introduction
- 2: What was tried
- 3: Some results and comments
- 4: Conclusion
- Acknowledgments
- References
- Author Index
- Edition: 1
- Volume: 51
- Published: June 10, 2022
- No. of pages (Hardback): 1754
- No. of pages (eBook): 1754
- Imprint: Elsevier
- Language: English
- Hardback ISBN: 9780323958790
- eBook ISBN: 9780323958806
LM
Ludovic Montastruc
Ludovic Montastruc is Professor at the Laboratoire de Génie Chimique, Université de Toulouse, France. He published over 50 articles published in international scientific journals, over 20 book chapters, 5 conference papers, 3 review articles.
Affiliations and expertise
Professor, Laboratoire de Genie Chimique, Universite de Toulouse, FranceSN
Stephane Negny
Stephane Negny works in the Laboratoire de Genie Chimique at the Universite de Toulouse, Toulouse, France.
Affiliations and expertise
Laboratoire de Genie Chimique, Universite de Toulouse, Toulouse, FranceRead 32nd European Symposium on Computer Aided Process Engineering on ScienceDirect