Last modified: 2024-09-19 02:24:28
Time | Paper ID | Title / Authors | Keywords | Topic code | Ack. number |
---|---|---|---|---|---|
Hall L, Day 1 | |||||
SY-66 [Symposium of Division of Systems, Information and Simulation Technologies] Recent Research and Development of Process Systems Engineering | |||||
(13:00–14:00) (Chair: | |||||
L113 | Machine learning model estimating blood glucose monitoring from mid-infrared spectra measured by the photothermal monitoring method | mid-infrared spectra noninvasive blood glucose monitoring machine learning | SY-66 | 102 | |
L114 | Validation on Multi-timescale Data-driven Reduced Order Model for Fast Predictive Simulations in a Fluidized Bed | Data-driven Multi-timescale ROM DEM-CFD Fast Predictive Simulations | SY-66 | 214 | |
L115 | Development of a soft sensor model that takes into account the dynamic characteristics of the process and two similar qualities | machine learning soft sensor time delay | SY-66 | 260 | |
(14:00–14:40) (Chair: | |||||
L116 | Development of a Generative AI-Powered Support System for Creating Equipment Design Guidelines for Organizational Integration | Generative AI Large Language Models | SY-66 | 509 | |
L117 | Application of Reinforcement Learning to the Control of Thermal Storage System in Concentrating Solar Power | Reinforcement Learning Concentrating Solar Power Plant Optimal Control | SY-66 | 806 | |
(15:00–16:00) (Chair: | |||||
L119 | Digital Utilization of P&ID: Challenges in Using Topology Data from PFD to P&ID and 3D | Piping and Instrument Diagram Plant Design Topology | SY-66 | 521 | |
L120 | Elucidation on suction effect for powder filling in a rotary tablet press | multi-physics simulation discrete element method powder die filling | SY-66 | 192 | |
L121 | A method for estimating the reaction rates by inverse analysis of elementary reaction and transport model simulating a denitrification system | Kinetic model Surface reaction Optimization | SY-66 | 326 | |
(16:00–17:00) (Chair: | |||||
L122 | Development of Plot Plan design automation system for chemical plant | Piping and Instrument Diagram Plant Design Plot Plan | SY-66 | 565 | |
L123 | Numerical study on ellipsoidal particle mixing in a cylindrical tank | discrete element method ellipsoidal particle powder mixing | SY-66 | 195 | |
L124 | [Featured presentation] Wavelength-weighting concentration prediction robust against spectra-unknown components using few samples | spectroscopic analysis | SY-66 | 209 | |
Hall L, Day 2 | |||||
(9:00–10:20) (Chair: | |||||
L201 | Digital Utilization of P&ID: Paradigm Shift in Design Processes Initiated by Plant Maintenance | Piping and Instrument Diagram Digital Twin Reverse Engineering | SY-66 | 940 | |
L202 | Improved accuracy of anomaly detection through optimization of scaling factor in multiway-MSPC | Multivariate Statistical Process Control Multiway-Principal Component Analysis Pharmaceutical Manufacturing Process | SY-66 | 104 | |
L203 | Development of Anomaly Classification Technology based on Measured Data | Anomaly Classification Trouble Prevention | SY-66 | 468 | |
L204 | Digital Utilization of P&ID : Development and Practical Implementation of an Automated Routing Algorithm for Pipes and Cables | Piping and Instrument Diagram Plant Design Auto Routing | SY-66 | 275 | |
(10:40–12:00) (Chair: | |||||
L206 | Design space determination in freezing processes for human iPS cell-derived spheroids using hybrid models | Manufacturing Regenerative medicine Numerical simulation | SY-66 | 567 | |
L207 | In-line near-infrared spectroscopic monitoring of molding process of polymer blends | in-line monitoring polymer processing near-infrared spectroscopy | SY-66 | 161 | |
L208 | Process Topology-Enhanced Deep Learning for Small Data Analysis | Graph Convolutional Networks Process Flow Diagram Small Data Analytics | SY-66 | 734 | |
L209 | Development of an integration algorithm of design of experiment for understanding chemical space and fast optimization | definitive screening design Bayesian optimization chemical space | SY-66 | 8 | |
(13:00–14:00) (Chair: | |||||
L213 | Optimization of property prediction model in dynamic manufacturing process for carbon materials using a genetic algorithm | Machine learning Genetic-algorithm-based process variables and dynamics selection Multi-objective optimization | SY-66 | 273 | |
L214 | Discussion toward the application of mathematical models in controlling cell cultivation and antibody production | Cell Cultivation Antibody production Process Control | SY-66 | 573 | |
L215 | The effect of the number of degree of freedoms of temperature control in cooling batch crystallization on the productivity and the quality of crystalline particles | Crystallization Process synthesis Distributed parameter system | SY-66 | 1064 | |
(14:00–15:00) (Chair: | |||||
L216 | Deep Learning Prediction Model for Solubility of Nanoparticles From Perspective of Similarity | Nanoparticle solubility Deep learning | SY-66 | 677 | |
L217 | Modeling of monoclonal antibody production processes using data from automated cultivation experiment | Hybrid modeling Dynamic simulation Biopharmaceuticals | SY-66 | 457 | |
L218 | Design of Experiments for Identification Using Small-Sample Data: Minimizing the Volume of the Nonasymptotic Confidence Region of the Model Parameters | system identification design of experiments finite-sample data | SY-66 | 304 | |
(15:00–15:40) (Chair: | |||||
L219 | Molecular design with direct inverse analysis of autoencoder-based QSAR/QSPR model | Machine learning Inverse analysis Molecular design | SY-66 | 140 | |
L220 | Surrogate Modeling for Process Optimization Using Quantum Annealing Machines | Optimization Chemical Process Quantum Annealing | SY-66 | 671 | |
Hall L, Day 3 | |||||
SY-67 [Symposium of Division of Systems, Information and Simulation Technologies] 23rd Process Design Contest for Students | |||||
(9:00–12:00) (Chair: | |||||
L301 | 23rd Process Design Contest for Students | Process Design Chemical Plant | SY-67 | 84 | |
(Student presentations) | |||||
Break | |||||
(14:00–16:00) (Chair: | |||||
Remarks | |||||
Discussion | |||||
Awards ceremony |
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SCEJ 55th Autumn Meeting (Sapporo, 2024)