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| Preface |
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xvii | |
| International Program Committee |
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xix | |
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Invited Papers and Extended Abstracts |
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1 Actions toward carbon-neutral society with fuel cell technology |
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1 | (6) |
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2 Challenges and Opportunities for Process Systems Engineering in a Changed World |
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7 | (14) |
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3 PSE Tools and Challenges in the Development of Advanced Pharmaceutical Manufacturing |
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21 | (4) |
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4 Experience and Perspectives on our Journey towards Deep Decarbonization |
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25 | (6) |
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5 Surrogate Modeling and Surrogate-Based Optimization with Stochastic Simulations |
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31 | (10) |
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6 Application of PSE into social changes: biomass-based production, recycling systems, and regional systems design and assessment |
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41 | (6) |
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7 Q-MPC: Integration of Reinforcement Learning and Model Predictive Control for Safe Learning |
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47 | (10) |
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8 Presentation abstract: Optimization formulations for machine learning surrogates |
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57 | (2) |
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9 Pharma PSE: a multiscale approach for reimagining pharmaceutical manufacturing |
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59 | (6) |
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10 Artificial Intelligence and Process Systems Engineering |
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65 | (2) |
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Contributed Papers: Process and Product Design/Synthesis |
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11 Reinventing the Chemicals/Materials Company: Transitioning to a Sustainable Circular Enterprise |
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67 | (6) |
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12 Value Chain Optimization of a Xylitol Biorefinery with Delaunay Triangulation Regression Models |
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73 | (6) |
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13 Evaluating the Impact of Model Uncertainties in Superstructure Optimization to Reduce the Experimental Effort |
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79 | (6) |
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14 Retrosynthesis Pathway Design Using Hybrid Reaction Templates and Group Contribution-Based Thermodynamic Models |
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85 | (6) |
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15 Optimization-based Design of Product Families with Common Components Chen Zhang, Clas Jacobson, Qi Zhang, Lorenz T. Biegler, John C. Eslick, Miguel A. Zamarripa, David Miller, Georgia Stinchfield, John D. Siirola, Carl D. Laird |
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91 | (6) |
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16 Economic evaluation and analysis of electricity and nano-porous silica productions from rice husk |
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97 | (6) |
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17 Future biofuels: A Superstructure-Based Optimization Framework Integrating Catalysis, Process Synthesis, and Fuel Properties |
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103 | (6) |
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Juan-Manuel Restrepo-Florez |
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18 Superstructure Optimization of Biodiesel Production from Continuous Stirred Tank and Membrane Reactors |
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109 | (6) |
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19 Process Design and Techno-Economic Analysis of Biomass Pyrolysis By-Products Utilization in the Ontario and Aichi Steel Industries |
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115 | (6) |
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20 Optimal design of solar-aided hydrogen production process using molten salt with CO2 utilization for ethylene glycol production |
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121 | (6) |
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21 Design of a novel hybrid process for membrane assisted clean hydrogen production with CO2 capture through liquefaction |
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127 | (6) |
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22 Analysis and design of integrated renewable energy and CO2 capture, utilization, and storage systems for low-cost emissions reduction |
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133 | (6) |
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23 Techno-economic-environmental assessment for optimal utilisation of CO2 in the Fischer-Tropsch gas-to-liquid process |
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139 | (6) |
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24 Machine Learning-based Hybrid Process Design for the Recovery of Ionic Liquids |
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145 | (6) |
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25 A Short-Cut Method for Synthesis of Solvent-based Separation Processes |
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151 | (6) |
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26 Modeling and Optimization of Ionic-Liquid-Based Carbon Capture: Impact of Thermal Degradation Kinetics |
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157 | (6) |
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27 Process Design of Formic Acid and Methanol Production from CO2 Promoted by Ionic Liquid: Techno-Economic Analysis |
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163 | (6) |
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28 Synthesis of Distillation Sequence with Thermally Coupled Configurations Using Reinforcement Learning |
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169 | (6) |
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29 Optimal Design of Heat Integrated Reduced Vapor Transfer Dividing Wall Columns |
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175 | (6) |
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30 A Model-Data Driven Chemical Analysis System for Products and Associated Processes |
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181 | (6) |
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31 Construction of Database and Data-driven Statistical Models for the Solubility of Nanomaterials in Organic Solvents |
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187 | (6) |
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32 Fast, efficient and reliable problem solution through a new class of systematic and integrated computer aided tools |
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193 | (6) |
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Jakkraphat Kogncharoenkitkul |
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33 Design of Bio-Oil Solvents using Multi-Stage Computer-Aided Molecular Design Tools |
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199 | (6) |
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Suchithra Thangalazhy-Gopakumar |
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Nishanth G. Chemmangattuvalappil |
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34 Synthesis of azeotropic distillation processes without using a decanter |
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205 | (6) |
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J. Rafael Alcantara-Avila |
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35 Reduce Environmental Impact and Carbon Footprint for Cost Competitive Process Plant Design: Integrating AVEVA™ Process Simulation with modeFRONTIER® |
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211 | (6) |
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36 Reliability incorporated optimal process pathway selection for sustainable microalgae-based biorefinery system: P-graph approach |
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217 | (6) |
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37 Framework for Designing Solid Drug Product Manufacturing Processes Based on Economic and Quality Assessment |
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223 | (6) |
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38 Marine flue gas desulfurization processes: recent developments, challenges, and perspectives |
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229 | (6) |
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39 A Novel Process Synthesis of a Dehydrating Unit of Domestic Natural Gas Using TEG Contactor and TEG Regenerator |
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235 | (6) |
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40 A new trust-region approach for optimization of multi-period heat exchanger networks with detailed shell-and-tube heat exchanger designs |
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241 | (6) |
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41 A mathematical technique for utility exchanger network synthesis and total site heat integration |
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247 | (6) |
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42 Synthesis and Assessment of Nox to Ammonia Conversion Process in Combined Cycle Power Generation Systems |
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253 | (6) |
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43 Knowledge integrated, deep neural network-based prediction of stress-strain curves of polymer matrix composites for Al-assisted materials design Nagyeong Lee, Jaewook Lee and Dongil Shin |
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259 | (6) |
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44 Evaluation of Economic Performance of CO2 Separation Process Using Mixed Matrix Membrane |
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265 | (6) |
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45 Nature vs engineering: Production of methanol from CO2 capture |
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271 | (6) |
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46 Superstructure Optimization for the Design of an Algae Biorefinery Producing Added Value Products |
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277 | (6) |
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47 Process simulation of continuous biodiesel production catalyzed by a high stability solid in a reactive distillation |
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283 | (6) |
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48 Generative Approaches for the Synthesis of Process Structures |
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289 | (6) |
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49 Metal-Organic Framework Targeting for Optimal Pressure Swing Adsorption Processes |
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295 | (6) |
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50 Energy integration through retrofitting of heat exchanger network at Equinor Kalundborg Oil Refinery |
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301 | (6) |
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51 Modeling and Optimization of Ionic Liquid Enabled Extractive Distillation of Ternary Azeotrope Mixtures |
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307 | (6) |
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52 Optimal Design of Hybrid Distillation/Pervaporation Processes |
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313 | (6) |
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53 Design and analysis of a single mixed refrigerant natural gas liquefaction process integrated with ethane recovery and carbon removal using cryogenic distillation |
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319 | (6) |
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54 A new decomposition approach for synthesis of heat exchanger network with detailed heat exchanger sizing |
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325 | (6) |
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55 A mathematical approach for the synthesis of a wastewater treatment plant using the concept of circular economy |
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331 | (6) |
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Contributed Papers: Process Dynamics and Control |
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56 Convex Q-learning: Reinforcement learning through convex programming |
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337 | (6) |
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Panagiotis Petsagkourakis |
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57 Differential Dynamic Programming Approach for Parameter Dependent System Control |
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343 | (6) |
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58 Optimization of an air-cooler operation in an industrial distillation column |
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349 | (6) |
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59 Dynamic Operability Analysis for the Calculation of Transient Output Constraints of Linear Time-Invariant Systems |
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355 | (6) |
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60 Effective Re-identification of a Multivariate Process under Model Predictive Control Using Information from Plant-Model Mismatch Detection |
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361 | (6) |
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61 Model Predictive Control of Grade Transition with Attention Base Sequence-to-Sequence Model |
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367 | (6) |
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62 Real Time Optimization of series of fixed bed catalytic reactors |
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373 | (6) |
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63 Self-triggered MPC for Perturbed Continuous-time Non-linear Systems |
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379 | (6) |
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64 A comparative study between MPC and selector-based PID control for an industrial heat exchanger |
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385 | (6) |
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65 MILP Formulation for Dynamic Demand Response of Electrolyzers |
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391 | (6) |
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66 Real-Time Optimal Operation of a Chlor-Alkali Electrolysis Process under Demand Response |
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397 | (6) |
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67 Explicit Multi-Objective and Hierarchical Model Predictive Control |
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403 | (6) |
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Efstratios N. Pistikopoulos |
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68 A Robust Optimization Strategy for Explicit Model Predictive Control |
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409 | (6) |
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Efstratios N. Pistikopoulos |
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69 Data-driven Design of a Feed-forward Controller for Rejecting Measurable Disturbance |
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415 | (6) |
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70 Optimal Operation of Heat Exchanger Networks with Changing Active Constraint Regions |
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421 | (6) |
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Lucas Ferreira Bernardino |
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71 Iterative Feedback Tuning for Regulatory Control Systems Using Estimate of Sensitivity Function |
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427 | (6) |
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72 D-RTO as Enabler for Green Chemical Processes - Systematic Application and Challenges in Reactive Liquid Multiphase Systems |
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433 | (6) |
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73 Design of PID controllers using semi-infinite programming |
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439 | (6) |
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74 Safe Chance Constrained Reinforcement Learning for Batch Process Optimization and Control |
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445 | (6) |
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Panagiotis Petsagkourakis |
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Contributed Papers: Scheduling and Planning |
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75 Combining Machine Learning with Mixed Integer Linear Programming in Solving Complex Scheduling Problems |
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451 | (6) |
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76 Knowledge-guided Hybrid Approach for Scheduling Multipurpose Batch Plants |
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457 | (6) |
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77 Scheduling of Electrical Power Systems under Uncertainty using Deep Reinforcement Learning |
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463 | (6) |
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78 A Reinforcement Learning Approach to Online Scheduling of Single-Stage Batch Chemical Production Processes |
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469 | (6) |
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79 An adaptive multi-cut decomposition based algorithm for integrated closed loop scheduling and control |
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475 | (6) |
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80 Uncertainty Evaluation of Biorefinery Supply Chain's Economic and Environmental Performance Using Stochastic Programming |
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481 | (6) |
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81 An Improved Optimization Model for Scheduling of an Industrial Formulation Plant based on Integer Linear Programming |
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487 | (6) |
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82 Optimal Sourcing, Supply and Development of Carbon Dioxide Networks for Enhanced Oil Recovery in CCUS Systems |
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493 | (6) |
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83 Production scheduling in multiproduct multistage semicontinuous processes. A constraint programming approach |
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499 | (6) |
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84 Maintenance scheduling optimization for decaying performance nonlinear dynamic processes |
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505 | (6) |
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85 Cleaning schedule for heat exchanger networks subjected to maintenance constraints |
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511 | (6) |
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86 Estimating Energy Market Schedules using Historical Price Data |
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517 | (6) |
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87 Scheduling of Material and Information Flows in the Manufacturing of Chemicals for the Order-to-Cash Process of a Digital Supply Chain |
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523 | (6) |
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88 Optimization of Maximum Completion Time of Polymerization Section Based on Improved Estimation of Distribution Algorithm |
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529 | (6) |
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89 Evolutionary Algorithm-based Optimal Batch Production Scheduling Christian Klanke, Engelbert Pasieka, Dominik Bleidorn, Christian Koslowski, Christian Sonntag, Sebastian Engell |
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535 | (6) |
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90 Cream Cheese Fermentation Scheduling |
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541 | (6) |
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Contributed Papers: Supply Chain Management and Logistics |
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91 Multi-Objective Optimization of Production Cost and Carbon Loss in the U.S. Petrochemicals Industry |
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547 | (6) |
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92 Mapping Anthropogenic Carbon Mobilization through Chemical Process and Manufacturing Industries |
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553 | (6) |
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93 Optimal Designing and Planning of Ethiopia's Biomass-to-Biofuel Supply Chain Considering Economic and Environmental Dimensions under Strategic and Tactical Levels |
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559 | (6) |
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94 A Novel Integrated Optimal Scheduling Framework for Holistic Refinery Supply Chain Management |
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565 | (6) |
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95 Roadmap to digital supply chain resilience |
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571 | (6) |
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96 Development of Flexible Framework for Biomass Supply Chain Optimization |
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577 | (6) |
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97 Lagrangean Decomposition for Integrated Refinery - Petrochemical Short-Term Planning |
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583 | (6) |
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98 Green Ammonia Supply Chain Design for Maritime Transportation |
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589 | (6) |
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99 Optimal agriculture residues revalorization as a biofuel alternative in electric power grids |
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595 | (6) |
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Sergio Ivan Martinez-Guido |
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Juan Fernando Garcia-Trejo |
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Claudia Gutierrez-Antonio |
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Fernando Israel Gomez-Castro |
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100 Global Supply Chain Optimization for COVID-19 Vaccine under COVAX initiative |
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601 | (6) |
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101 Optimal Liquefied Natural Gas (LNG) Annual Delivery Program Reflecting both Supplier and Customer Perspectives |
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607 | (6) |
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102 The Waste-to-Resource Game: Informed Decision-Making for Plastic Waste Transformers |
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613 | (6) |
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103 Implications of Optimal BECCS Supply Chains on Absolute Sustainability |
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619 | (6) |
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104 A Multi-disciplinary Assessment of Innovations to Improve Grocery Bag Circularity |
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625 | (6) |
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105 Process Sustainable Supply Chain: integrating monetization strategies in the design and planning |
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631 | (6) |
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Contributed Papers: Process Intensification |
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106 Systematically Identifying Energy-Efficient and Attractive Multicomponent Distillation Configurations |
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637 | (6) |
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107 Synthesis of Advanced Reactive Distillation Technologies: Early-Stage Assessment Based on Thermodynamic Properties and Kinetics |
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643 | (6) |
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108 Process Synthesis and Intensification for Upgrading Natural Gas Liquids in Shale Gas |
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649 | (6) |
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Edwin Andres Rodriguez Gil |
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109 Energy-Efficient Direct Cyclohexene to Cyclohexanol Process by Heat Pump Assisted Reactive Distillation |
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655 | (6) |
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110 Sustainable Process Intensification of Refrigerant Mixture Separation and Management: A Multiscale Material Screening and Process Design Approach |
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661 | (6) |
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111 A systematic methodology for the optimisation, control and consideration of uncertainty of reactive distillation |
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667 | (6) |
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112 Equation Oriented Optimization of Multi Stream Heat Exchanger Design and Operation in Natural Gas Liquefaction Process |
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673 | (6) |
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113 Optimal Design of Extractive Dividing-Wall Column Using an Improved Sequential Least Squares Programming Algorithm |
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679 | (6) |
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114 Biphasic Dehydration of Sugars to 5-Hydroxymethylfurfural and Furfural--Multiscale Modeling for Easier Optimization and More Accurate Solvent Selection |
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685 | (6) |
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115 Study of Mass Transfer Coefficient of CO2 Capture in different Solvents using MicroChannel: A Comparative Study |
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691 | (6) |
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116 Techno-Economic Study of Intensified Ethylene Oxide Production Using High Thermal Conductivity Microfibrous Entrapped Catalyst |
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697 | (6) |
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Contributed Papers: Integration of Process Operation and Design/Synthesis |
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117 Power Systems Infrastructure Planning with High Renewables Penetration Can Li, Antonio J. Conejo, Peng Liu, Benjamin P. Omell, John D. Siirola, Ignacio E. Grossmann |
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703 | (6) |
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118 An Optimization Model for the Design and Operation of Reliable Power Generation Systems |
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709 | (6) |
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119 Rule-based Method for Retrofitting Conventional Processes with Integrated Units |
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715 | (6) |
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120 Integration of Design and Operation for the CO2-based Methanol Synthesis Christian Hoffmann, Erik Esche, Jens-Uwe Repke |
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721 | (6) |
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121 Blue Syngas Synthesis via the Integration of Gasification and Reforming Processes |
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727 | (6) |
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122 Network optimization of the electrosynthesis of chemicals from CO2 |
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733 | (6) |
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123 A robust design of heat exchanger network for high temperature electrolysis systems |
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739 | (6) |
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124 Techno-economic Assessment of Upstream and Downstream Process Alternatives for the Production of Monoclonal Antibodies |
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745 | (6) |
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125 Biomethane liquefaction followed by CO2 solidification based biogas upgrading process |
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751 | (6) |
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126 Importance of interannual renewable energy variation in the design of green ammonia plants |
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757 | (6) |
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127 Integrating Carbon Negative Technologies in Industrial Clusters |
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763 | (6) |
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128 Flexibility analysis of chemical processes considering overlaying uncertainty sources |
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769 | (6) |
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Stavros Papadokonstantakis |
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129 Flexible and Sustainable Methanol Production Including Option with Green Hydrogen |
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775 | (6) |
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130 Optimization and Heat Exchanger Network Design of Diethyl Carbonate Two-step Synthesis Process from CO2 and Propylene Oxide |
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781 | (6) |
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131 Characterization of Industrial Flaring under Uncertainty for the Design of Optimum Flare Recovery and Utilization Systems |
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787 | (6) |
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132 Development of Micro Scale ORC Using Low Grade Geothermal Thermal Energy |
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793 | (6) |
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133 Scenario Outcomes for Electric Power Generation Expansion Planning considering the State of Indiana as a Case Study |
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799 | (6) |
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134 Requirements for the quality assessment of virtual commissioning models for modular process plants |
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805 | (6) |
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135 A combinatorial tool for monitoring flocculation processes: Using non-invasive measurements and hybrid deep learning assisted modeling |
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811 | (6) |
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136 Optimal Design of Experiments Based on Artificial Neural Network Classifiers for Fast Kinetic Model Recognition |
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817 | (6) |
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137 Modelling of the rice bran protein extraction using response surface methodology |
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823 | (6) |
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138 Weibull Reliability Regression Model for Prediction of Bearing Remaining Useful Life |
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829 | (6) |
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139 Supporting Hyperparameter Optimization in Adaptive Sampling Methods |
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835 | (6) |
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140 Optimal Catalyst-Reactor Design for Load-Flexible CO2 Methanation by Multi-Period Design Optimization |
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841 | (6) |
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141 Data-Driven Modeling of Long-term Performance Degradation in Solid Oxide Electrolyzer Cell System |
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847 | (6) |
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142 Modeling and Optimal Design of Pressure Swing Adsorber for Carbon Dioxide and Hydrogen Separation from Industrial Waste Gas |
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853 | (6) |
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143 Membrane Characterization with Model-Based Design of Experiments Xinhong Liu, Jialu Wang, Jonathan A. Ouimet, William A. Phillip, Alexander W. Dowling |
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859 | (6) |
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144 Systematic Modelling of Distillation Columns based on Topologies and Ontologies |
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865 | (6) |
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145 Sensitivity Analysis of an Electrospray Dehumidification System |
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871 | (6) |
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146 Rigorous modelling for comparing batch and flow syntheses of a drug substance using heterogeneous hydrogenation |
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877 | (6) |
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147 Assessment on the heat integration potential for different pressure thermally coupled distillation structures |
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J. Rafael Alcantara-Avila |
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148 Python platform for Tennessee Eastman Process |
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889 | (6) |
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149 Computational Modeling of Lube-Oil Flows in Pipelines to Study the Efficacy of Flushing Operations |
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895 | (6) |
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150 Comparison of ammonia synthesis plants of different scale with a dynamic model |
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901 | (6) |
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151 Simulation Analysis of Gas Feed Method for Development of Ru-Based Catalyst for Ammonia Production |
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907 | (6) |
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152 Estimation of the effect of liquid viscosity on gas-liquid mass transfer in a bioreactor using CFD-PBM coupled model |
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913 | (6) |
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153 Knowledge-matching based computational framework for genome-scale metabolic model refinement |
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919 | (6) |
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154 Multi-Regional Surrogate Model Selection (MRSMS) approach for the analysis and optimal fitting of univariate responses |
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925 | (6) |
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155 A Digital Reality Pilot Plant for Research and Learning |
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931 | (6) |
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156 Soft sensors development for industrial reactive distillation processes under small training datasets |
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937 | (6) |
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157 Comprehensive Quantification of Model Prediction Uncertainty for Simulated Moving Bed Chromatography |
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943 | (6) |
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158 A predictive model for multi-criteria selection of optimal thermochemical processing pathways in biorefineries |
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949 | (6) |
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159 Numerical Investigation of the Shear Rate Variation in Cooling |
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955 | (6) |
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Crystallization Ken-Ichiro Sotowa |
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160 Application of machine learning model to optimization of the hydrogen liquefaction process |
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961 | (6) |
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161 Density Functional Theory on the CO2 Absorption Process with Ionic Liquids |
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967 | (6) |
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162 Transport of CO2/CH4 through PEBA membranes: experiments and mass transfer modelling |
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973 | (6) |
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Griselda Castruita de Leon |
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Miguel A. Morales-Cabrera |
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163 Mathematical modelling, simulation and optimisation of an indirect water bath heater at the Takoradi distribution station (TDS) |
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979 | (6) |
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164 Marine SOx Scrubber: Mass transfer Analysis, Design, Simulation and Experiment |
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165 Connecting the Simulation Model to the Digital Twin to help drive Sustainability |
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991 | (6) |
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166 Development of predictive model for the size of gas and liquid slugs formed in millimeter scaled T-junctions |
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997 | (6) |
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167 Enviro-economic assessment of DME synthesis using carbon capture and hydrogen from methane pyrolysis |
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1003 | (6) |
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168 Operational Envelopes of Cost-effective Sour Gas Desulfurization Processes |
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1009 | (6) |
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169 Process Alternatives for the Co-Production of Hydrogen and Methanol using Fuel Switch and Energy Mix Systems |
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1015 | (6) |
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170 Documenting Models Comprehensively Using a Minimal Graphical Language |
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1021 | (6) |
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171 Simulation and CO2 emission analysis for co-processing of bio-oil and vacuum gas oil |
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1027 | (6) |
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172 Dynamic Simulation and Optimization of a Subcritical Coal-Fired Power Plant During Load-Ramping Operations |
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173 Solvent Screening Methodology considering Techno-Economic and Environmental Sustainability criteria for Algae Lipid Extraction |
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1039 | (6) |
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174 Modelling and simulation of the production of n-butyl lactate in a reactive distillation column at pilot plant scale |
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175 Optimal Design of Offshore Wind Power Farm Considering Wind Uncertainty |
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1051 | (6) |
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176 Economic and environmental impact of fouling in produced water re-injection |
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1057 | (6) |
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177 Mathematical Modelling of Reactive Inks for Additive Manufacturing of Charged Membranes |
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1063 | (6) |
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178 Economic Analysis of a Hydrogen Liquefaction Process Based on Techno-Economic and Energy Optimization |
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1069 | (6) |
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179 How Digital Twins are Propelling Metals Industry to Next Generation Decision-Making: A Practitioner's View |
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1075 | (6) |
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180 The study on feasibility of HFO refrigerants in BOG re-liquefaction process |
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1081 | (6) |
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181 Crude Oil Blending Process Optimization with Precise Consideration of Fraction Properties |
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1087 | (6) |
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182 Novel Design of Optimum Heat Exchanger Networks for Textile Dyeing Process to Maximize Wastewater Heat Recovery Efficiency |
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1093 | (6) |
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183 Study on the Kinetic Parameters of Crystallization Process Modelled by Partial Differential Equations |
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184 Graphical user interface for development of dynamics model of fermentation process applying long short-term memory networks |
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1105 | (6) |
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185 The biorefinery concept for the industrial valorization of pineapple leaves co-producing ethanol, citric acid, and xanthan gum: a techno-economic analysis |
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1111 | (6) |
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186 First Principles Based Development of Hybrid Models of Distillation Towers |
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1117 | (6) |
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187 Model-Based Development of Fuel Cell Stack and System Controllers |
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1123 | (6) |
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Contributed Papers: Optimization Methods and Computational Tools |
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188 A Nested Schur Decomposition Approach for Multiperiod Process Optimization |
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1129 | (6) |
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189 Design and Optimization of Boil-off Gas Recycling Strategy in Liquefied Natural Gas Production |
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1135 | (6) |
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190 An Implicit Function Formulation for Nonlinear Programming with Index-1 Differential Algebraic Equation Systems |
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1141 | (6) |
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191 Multi-objective optimization of NH3 and CO2 separation with ionic liquid process |
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1147 | (6) |
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192 Primal-dual Feedback-optimizing Control with Direct Constraint Control |
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1153 | (6) |
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193 Data-driven coordination of expensive black-boxes |
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1159 | (6) |
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Panagiotis Petsagkourakis |
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Ehecatl Antonio del Rio-Chanona |
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194 Data-Driven Adaptive Robust Unit Commitment Assisted by Machine Learning Techniques |
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1165 | (6) |
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195 Heat integration for superstructure models: A MI LP formulation for easy implementation and fast computing |
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1171 | (6) |
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196 A Software Framework for Optimal Multiperiod Carbon-Constrained Energy Planning |
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1177 | (6) |
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197 Superstructure optimisation in various carbon capture and utilisation supply chains |
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1183 | (6) |
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198 Efficient Scenario Generation for Stochastic Programs with Extreme Events |
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1189 | (6) |
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199 A Sustainable Framework for Optimal and Flexible Design Under Uncertainty in Separation Processes: Exergy, Energy, Economic, and Environmental Aspects |
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1195 | (6) |
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Ricardo Morales-Rodriguez |
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200 Application of nonlinear surrogate models on optimization of carbon capture and utilization network |
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1201 | (6) |
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201 Systematic process energy optimization via multi-level heat integration: A case study on low-temperature reforming for methanol synthesis |
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1207 | (6) |
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202 Bayesian Optimization for Automobile Catalyst Development |
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1213 | (6) |
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203 Capacity Planning for Sustainable Process Systems with Uncertain Endogenous Technology Learning |
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1219 | (6) |
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204 Development of a bi-objective optimisation framework for mixed-integer nonlinear programming problems and application to molecular design |
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1225 | (6) |
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205 Data-driven scenario generation for two-stage stochastic programming |
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1231 | (6) |
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Vassilis M. Charitopoulos |
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206 Joint Chance Constrained Process Optimization through Neural Network Approximation |
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1237 | (6) |
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207 Gaussian Processes for Simulation-Based Optimization and Robust Design |
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1243 | (6) |
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208 Machine Learning-Enabled Optimization of Force Fields for Hydrofluorocarbons |
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1249 | (6) |
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209 Design of an Event-Driven Rescheduling Algorithm via Surrogate-based Optimization |
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1255 | (6) |
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210 A two-stage network optimization for sustainable treated wastewater planning |
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1261 | (6) |
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211 Surrogate Modeling for Superstructure Optimization with Generalized Disjunctive Programming |
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1267 | (6) |
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212 Educational computer-aided tools towards Industry 4.0: recommendations and BioVL |
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1273 | (6) |
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213 Process Superstructure Optimization through Discrete Steepest Descent Optimization: a GDP Analysis and Applications in Process Intensification |
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1279 | (6) |
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Luis A. Ricardez-Sandoval |
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214 Advances in Generalized Disjunctive and Mixed-Integer Nonlinear Programming Algorithms and Software for Superstructure Optimization |
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1285 | (6) |
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215 Designing Novel Structured Packings by Topology Optimization and Additive Manufacturing |
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1291 | (6) |
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216 Multi-Objective Bayesian Optimization for Design and Operating of Fluidized Bed Reactor |
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1297 | (6) |
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217 Analysis of Optimization Algorithms for Real-Time Optimization Applied on the Model of a Fluid Catalytic Cracking Unit |
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1303 | (6) |
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218 Scalable Stochastic Programming with Bayesian Hybrid Models |
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1309 | (6) |
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219 A Combined Particle Swarm Optimization and Outer Approximation Optimization Strategy for the Optimal Design of Distillation Systems |
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1315 | (6) |
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220 A semantic based decision support framework to enable model and data integration |
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1321 | (6) |
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Contributed Papers: Process Monitoring and Safety |
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221 Design of Non-Redundant Sensor Networks for Reliable Estimation in Nonlinear Systems |
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1327 | (6) |
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222 A Novel Global-Local Feature Preserving Projection Method Based on Adaptive Linear Local Tangent Space Alignment for Process Monitoring |
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1333 | (6) |
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223 Prognostics on Noisy and Uncertain Dynamic Systems using Cumulative Sum Chart of Inferential Sensors |
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1339 | (6) |
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224 Quantifying Subsea Gas Leakages using Machine Learning: a CFD-based study |
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1345 | (6) |
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225 Dynamic Risk Analysis for Process Safety |
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1351 | (6) |
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226 Monitoring of smart chemical processes: A Sixth Sense approach |
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1357 | (6) |
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227 Fault detection in a benchmark simulation model for wastewater treatment plants |
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1363 | (6) |
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Sebastian Olivier Nymann Topalian |
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228 Formulation of integrated key performance indicator dashboard for chemical plants |
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1369 | (6) |
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229 Evaluation of risk in the biodiesel production process with supercritical ethanol |
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1375 | (6) |
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Diana Berenice Vega-Guerrero |
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230 Process Monitoring Based on Deep Neural Networks with Continuous Wavelet Transform |
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1381 | (6) |
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231 Methyl sec-butyl ether content estimation in MTBE products via clustering-based adaptive nonlinear soft sensors |
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1387 | (6) |
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232 Early identification of abnormal deviations in nonstationary processes by removing non-stationarity |
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1393 | (6) |
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233 AI System for Substance Identification Based on Chemical Substance-Symptom Knowledge Graph |
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1399 | (6) |
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234 Model-based monitoring of an intensified unit for continuous pharmaceutical filtration-drying |
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1405 | (6) |
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235 Plant Fault Diagnosis System using Negative Selection Algorithm |
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1411 | (6) |
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236 Digital Twin of a pilot-scale bio-production setup |
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1417 | (6) |
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237 Plant O&M Support System Based on Supervised Data-Clustering Technology |
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1423 | (6) |
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238 A Novel Cycle Partitioning Approach to Reliability Based Optimal Sensor Placement for Linear Flow Processes |
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1429 | (6) |
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239 The impact of sampling frequency on chemical process monitoring |
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1435 | (6) |
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240 Autoregressive Distributed Lag Model Based Cointegration Analysis for Batch Process Monitoring |
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1441 | (6) |
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241 A Data-Driven Fault Detection and Diagnosis by NSGAII-t-SNE and Clustering Methods in the Chemical Process Industry |
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1447 | (6) |
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Contributed Papers: Cyber-Physical Systems and Security |
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242 Cyberattack Detectability-Based Controller Screening: Application to a Nonlinear Process |
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1453 | (6) |
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243 OPC UA information transfer via unidirectional data diode for ICS cyber security |
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1459 | (6) |
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244 Study on Device Authentication System for Dynamic Zoning of Industrial Control Systems |
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1465 | (6) |
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245 Designing Framework for Tabletop Exercise to Promote Resilience Against Cyber Attacks |
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1471 | (6) |
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246 Self-Organizing Map Based Approach for Assessment of Control Room Operator Training |
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1477 | (6) |
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247 Digital Twin of Alkaline Water Electrolysis Systems for Green Hydrogen Production |
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1483 | (6) |
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248 Cyber Security Risks of aspects of operations of OPC Unified Architecture |
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1489 | (6) |
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249 Managing Experimental-Computational Workflows in Robotic Platforms using Directed Acyclic Graphs |
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1495 | (6) |
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250 Development of cyber incident exercise to be widely adopted in supply chains |
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1501 | (6) |
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251 Requirements to a digital twin-centered concept for smart manufacturing in modular plants considering distributed knowledge |
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1507 | (6) |
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Contributed Papers: machine Learning and Big Data |
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252 Equivalence Judgment of Equation Groups Representing Process Dynamics |
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1513 | (6) |
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253 Data-driven operation support for equipment deterioration detection in drug product manufacturing |
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1519 | (6) |
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254 Pilot Plant 4.0: A Review of Digitalization Efforts of the Chemical and Biochemical Engineering Department at the Technical University of Denmark (DTU) |
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1525 | (6) |
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255 Identification Method of Multiple Sequential Alarms that Occurred in Simultaneously in Plant-operation Data |
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1531 | (6) |
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256 Understand how CNN diagnoses faults with Grad-CAM |
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1537 | (6) |
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257 A Comprehensive Framework for the Modular Development of Condition Monitoring Systems for a Continuous Dry Granulation Line Rexonni B. Lagare, M. Ziyan Sheriff, Marcial Gonzalez, Zoltan Nagy, Gintaras V. Reklaitis |
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1543 | (6) |
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258 Framework for Suppressing Transient Fault Alarms Online |
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1549 | (6) |
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259 Using Reinforcement Learning in a Game-like Setup for Automated Process Synthesis without Prior Process Knowledge |
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1555 | (6) |
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260 Generation and Benefit of Surrogate Models for Blackbox Chemical Flowsheet Optimization |
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1561 | (6) |
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261 Flowsheet Recognition using Deep Convolutional Neural Networks |
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1567 | (6) |
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262 Active learning for multi-objective optimizaiton of processes and energy systems |
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1573 | (6) |
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263 Data-driven Stochastic Optimization of Numerically Infeasible Differential Algebraic Equations: An Application to the Steam Cracking Process |
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1579 | (6) |
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Efstratios N. Pistikopoulos |
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264 Tensor-Based Autoencoder Models for Hyperspectral Produce Data |
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1585 | (6) |
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265 Molecular Representations in Deep-Learning Models for Chemical Property Prediction |
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1591 | (6) |
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Jens Abildskov Gtirkan Sin |
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266 Deep Reinforcement Learning for Continuous Process Scheduling with Storage, Day-Ahead Pricing and Demand Uncertainty |
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1597 | (6) |
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267 Convolutinoal Neural Network based Detection and Measurement for Microfluidic Droplets |
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1603 | (6) |
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268 Deep Reinforcement Learning Based Controller for Modified Claus Process |
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1609 | (6) |
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269 Process performance prediction based on spatial and temporal feature extraction through bidirectional LSTM |
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1615 | (6) |
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270 Exploring the Potential of Fully Convolutional Neural Networks for FDD of a Chemical Process |
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1621 | (6) |
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271 Data-driven online scenario selection for multistage NMPC |
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1627 | (6) |
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272 Data-driven Robust Model Predictive Control with Disjunctive Uncertainty for Building Control |
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1633 | (6) |
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273 Low-Dimensional Input and High-Dimensional Output Modelling Using Gaussian Process |
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1639 | (6) |
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274 Piecewise Smooth Hybrid System Identification for Model Predictive Control |
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1645 | (6) |
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Panagiotis Petsagkourakis |
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Ehecatl Antonio del Rio-Chanona |
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275 Distillation Column Temperature Prediction Based on Machine-Learning Model Using Wavelet Transform |
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1651 | (6) |
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276 Moisture Estimation in Woodchips Using IIoT Wi-Fi and Machine Learning Techniques |
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1657 | (6) |
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277 Transfer Learning for Quality Prediction in a Chemical Toner Manufacturing Process |
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1663 | (6) |
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278 Towards An Automated Physical Model Builder: CSTR Case Study |
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1669 | (6) |
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279 Forward physics-informed neural networks for catalytic CO2 methanation via isothermal fixed-bed reactor |
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1675 | (6) |
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280 Hashing-based just-in-time learning for big data quality prediction |
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1681 | (6) |
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281 Physics-Constrained Autoencoder Neural Network for the Prediction of Key Granule Properties in a Twin-Screw Granulation Process |
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1687 | (6) |
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282 CSTR control with deep reinforcement learning |
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1693 | (6) |
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283 Application of machine learning and big data for smart energy management in manufacturing |
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1699 | (6) |
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284 Adaptive least-squares surrogate modeling for reaction systems Robert E. Franzoi, Brenno C. Menezes, Jeffrey D. Kelly, Christopher L. E. Swartz |
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1705 | (6) |
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285 Machine Learning and Inverse Optimization Approach for Model Identification of Scheduling Problems in Chemical Batch Plants |
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1711 | (6) |
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286 Decision-Focused Surrogate Modeling with Feasibility Guarantee |
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1717 | (6) |
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287 Grade transition optimization by using gated recurrent unit neural network for styrene-acrylonitrile copolymer process |
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1723 | (6) |
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288 Development of Estimating Algorithm for Biodegradation of Chemicals Using Clustering and Learning Algorithm |
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1729 | (6) |
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289 Surrogate Classification based on Accuracy and Complexity |
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1735 | (6) |
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290 Training Stiff Dynamic Process Models via Neural Differential Equations |
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1741 | (6) |
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291 Wiz 4.0: A Novel Data Visualization and Analytics Dashboard for a Graphical Approach to Industry 4.0 |
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1747 | (6) |
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292 About data reduction techniques and the role of outliers for complex energy systems |
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1753 | (6) |
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293 Deepgsa: Plant Data-Driven Global Sensitivity Analysis using Deep Learning |
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1759 | (6) |
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294 Analyzing Different Dynamically Modelled Data Structures and Machine Learning Algorithms to Predict PM2.5 Concentration in China |
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1765 | (6) |
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295 A multi-output machine learning approach for generation of surrogate models in process engineering |
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1771 | (6) |
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296 Practical Human Interface System for Transition Guidance in Chemical Plants using Reinforcement Learning |
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1777 | (6) |
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297 Surrogate modeling for nonlinear gasoline blending operations |
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1783 | (6) |
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298 Continuous Manufacturing Process Sequential Prediction using Temporal Convolutional Network |
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1789 | (6) |
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299 Surrogate modeling for mixed refrigerant streams in the refrigeration cycle of an LNG plant |
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1795 | (6) |
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300 Prediction for heat deflection temperature of polypropylene composite with Catboost |
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1801 | (6) |
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301 A New Machine Learning Framework for Efficient MOF Discovery: Application to Hydrogen Storage |
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1807 | (6) |
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302 Data-driven Modeling for Magma Density in the Continuous Crystallization Process |
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1813 | (6) |
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303 Gaussian Process Regression Machine Learning Models for Photonic Sintering |
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1819 | (6) |
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304 Development of Dye Exhaustion Behavior Prediction Model using Deep Neural Network |
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1825 | (6) |
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305 Guaranteed Error-bounded Surrogate Modeling and Application to Thermodynamics |
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1831 | (6) |
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306 Development of an ANN-based soft-sensor to estimate pH variations in Intelligent Packaging Systems with visual indicators |
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1837 | (6) |
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Felipe Matheus Mota Sousa |
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307 Process Systems Engineering Guided Machine Learning for Speech Disorder Screening in Children |
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1843 | (6) |
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308 Emission and mitigation of CO2 and CH4produced by cattle: a case study in the Brazilian Pantanal |
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1849 | (6) |
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Claudio A. Oiler do Nascimento |
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309 Promoting phosphorus recovery at livestock facilities in the Great Lakes region: Analysis of incentive policies |
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1855 | (6) |
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310 Production of ethanol, xylitol and antioxidants in a biorefinery from olive tree wastes: process economics, carbon footprint and water consumption |
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1861 | (6) |
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311 Application of CAPE Tools into Prospective Life Cycle Assessment: A Case Study in Acetylated Cellulose Nanofiber-Reinforced Plastics |
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1867 | (6) |
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312 Climate Control in Controlled Environment Agriculture Using Nonlinear MPC |
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1873 | (6) |
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313 Thermodynamic Analysis of an Integrated Renewable Energy Driven EWF Nexus: Trade-Off Analysis of Combined Systems |
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1879 | (6) |
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314 Low-Carbon Hydrogen Production in Industrial Clusters |
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1885 | (6) |
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315 Thermoacoustic Flow-Through Cooler for Cryogenic Hydrogen |
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1891 | (6) |
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316 Life Cycle Assessment of Green Hydrogen Transportation and Distribution Pathways |
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1897 | (6) |
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317 Sector coupling of green ammonia production to Australia's electricity grid |
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1903 | (6) |
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318 Development of Multi-Purpose Dynamic Physical Model of Fuel Cell System |
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1909 | (6) |
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319 Embracing the era of renewable energy: model-based analysis of the role of operational flexibility in chemical production |
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1915 | (6) |
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320 Hollow Fiber-based Rapid Temperature Swing Adsorption (RTSA) Process for Carbon Capture from Coal-fired Power Plants |
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1921 | (6) |
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321 Determining Accurate Biofuel System Outcomes: Spatially Explicit Methods for Combined Landscape-Feedstock and Supply Chain Design |
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1927 | (6) |
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322 Assessing the Environmental Potential of Hydrogen from Waste Polyethylene |
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1933 | (6) |
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323 A Systematic Comparison of Renewable Liquid Fuels for Power Generation: Towards a 100% Renewable Energy System |
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1939 | (6) |
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324 Guiding innovations and Value-chain improvements using Life-cycle design for Sustainable Circular Economy |
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1945 | (6) |
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325 Simultaneous Optimal Operation and Design of a Thermal Energy Storage Tank for District Heating Systems with Varying Energy Source |
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1951 | (6) |
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326 A flexible energy storage dispatch strategy for day-ahead market trading |
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1957 | (6) |
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327 Monetizing Flexibility in Day-Ahead and Continuous Intraday Electricity Markets |
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1963 | (6) |
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328 Planetary boundaries analysis of Fischer-Tropsch Diesel for decarbonizing heavy-duty transport |
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1969 | (6) |
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Margarita A. Charalambous |
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329 Renewable Power Systems Transition Planning using a Bottom-Up Multi-Scale Optimization Framework |
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1975 | (6) |
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330 Design and Operation of Urban Energy Network: Integration of Civic, Industrial, and Transportation Sectors |
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1981 | (6) |
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331 Sustainable Design of Hybrid Energy Systems for Net Zero Carbon Emission |
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1987 | (6) |
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332 Prediction of Charge / Discharge Behavior of Tri-Electrode Zinc-air Flow Battery Using Linear Parameter Varying Model |
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1993 | (6) |
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333 An optimized resource supply network for sustainable agricultural greenhouses: A circular economy approach |
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1999 | (6) |
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334 Exergoeconomic optimization of a double effect evaporation process of coffee extract |
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2005 | (6) |
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335 Ecohydrological modeling and dynamic optimization for water management in an integrated aquatic and agricultural livestock system |
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2011 | (6) |
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336 Parametric Analysis of Ortho-to-Para Conversion in Hydrogen Liquefaction Amjad Riaz, Muhammad Abdul Qyyum, Arif Hussain, Muhammad Islam, Hansol Choe, Moonyong Lee |
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2017 | (6) |
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337 Model agnostic framework for analyzing rainwater harvesting system behaviors |
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2023 | (6) |
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338 Global assessment and optimization of renewable energy and negative emission technologies |
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2029 | (6) |
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339 The Trade-Off between Spatial Resolution and Uncertainty in Energy System Modelling |
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2035 | (6) |
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340 Designing a Resilient Biorefinery System under Uncertain Agricultural Land Allocation |
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2041 | (6) |
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341 LCA modelling as a decision-tool for experimental design: the case of extraction of astaxanthin from crab waste |
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2047 | (6) |
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342 Decomposition of Organic Compounds in Water from Oil Refineries |
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2053 | (6) |
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343 Energy Harvesting Wireless Sensors Using Magnetic Phase Transition |
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2059 | (6) |
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344 Competitive Adsorption of Copper, Nickel, and Chromium Ions onto Amine Functionalized SBA-15 |
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2065 | (6) |
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345 Use of Environmental Assessment and Techno Economic Analysis (TEA) to Evaluate the Impact and Feasibility of Coatings for Manufacturing Processes |
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2071 | (6) |
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346 Forecasting Operational Conditions: A case-study from dewatering of biomass at an industrial wastewater treatment plant |
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2077 | (6) |
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Sebastian Olivier Nymann Topalian |
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347 Plant wide modelling of a full-scale industrial water treatment system |
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2083 | (6) |
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348 A Systematic Framework for the Integration of Carbon Capture, Renewables and Energy Storage Systems for Sustainable Energy |
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2089 | (6) |
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349 Integration of experimental study and computer-aided design: A case study in thermal energy storage |
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2095 | (6) |
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350 Design support toolbox for renewable-based regional energy systems; The concept, data integration, and simulator development |
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2101 | (6) |
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351 Circular Economy Integration into Carbon Accounting Framework for Comprehensive Sustainability Assessment |
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2107 | (6) |
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352 Design and analysis of fuel-assisted solid oxide electrolysis cell combined with biomass gasifier for hydrogen production |
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2113 | (6) |
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353 Plasma-Based Pyrolysis of Municipal Solid Plastic Waste for a Robust WTE Process |
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2119 | (6) |
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Contributed Papers: Pharma and Healthcare Systems |
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354 Hybrid Modelling Strategies for Continuous Pharmaceutical Manufacturing within Digital Twin Framework |
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2125 | (6) |
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355 Determination of probabilistic design spaces in the hybrid manufacture of an active pharmaceutical ingredient using PharmaPy |
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2131 | (6) |
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356 Hybrid Modelling of CHO-MK Cell Cultivation in Monoclonal Antibody Production |
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2137 | (6) |
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357 Multimodal modelling of uneven batch data |
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2143 | (6) |
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358 Application of MHE-based NMPC on a Rotary Tablet Press under Plant-Model Mismatch |
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2149 | (6) |
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359 Gray-box modelling of pharmaceutical roller compaction process |
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2155 | (6) |
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360 Multi-objective optimisation for early-stage pharmaceutical process development |
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2161 | (6) |
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361 Quality by design and techno-economic modelling of RNA vaccine production for pandemic-response |
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2167 | (6) |
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362 Design of Value Function Trajectory for State of Control in Continuous Manufacturing System |
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2173 | (6) |
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363 A Thermodynamic Approach for Simultaneous Solvent, Coformer, and Process Optimization of Continuous Cocrystallization Processes |
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|
2179 | (6) |
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Nethrue Pramuditha Mendis |
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364 Optimizing the selection of drug-polymer-water formulations for spray-dried solid dispersions in pharmaceutical manufacturing |
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2185 | (6) |
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365 Integrated design of injectable manufacturing processes considering characteristics of process-and discrete-manufacturing systems |
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2191 | (6) |
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366 A bi-level decomposition approach for CAR-T cell therapies supply chain optimisation |
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2197 | (6) |
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367 An agent-based model for cost-effectiveness analysis in the manufacture of allogeneic human induced pluripotent cells in Japan |
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2203 | (6) |
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368 Design and operation of healthcare facilities using batch-lines: the COVID-19 case in Qatar |
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2209 | (6) |
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369 Application of PSE Methods on Monoclonal Antibody Productivity Improvement and Quality Control |
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2215 | (6) |
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370 Image classification of experimental yields for cardiomyocyte cells differentiated from human induced pluripotent stem cells |
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2221 | (6) |
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371 Prediction of API concentration using NIRS measured off-line and in-line instruments |
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|
2227 | |
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| Author Index |
|
2233 | |
