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Proceedings of the 10th International Conference on Foundations of Computer-Aided Process Design (FOCAPD 2024)
August 16, 2024 (v2)
Subject: Process Design
Keywords: Chemical Engineering, Modelling, Numerical Methods, Optimization, Process Control, Process Design, Simulation
Contains 134 original peer-reviewed research articles and 10 extended abstracts submitted to FOCAPD 2024. Subject categories include Invited Plenary and Keynote Submissions, Advances in PSE Design, Design and Emerging Fields, Design and Energy Transitions, Design and Sustainability, and Design Education and Future of Design. The scope is process design as it applies to process systems engineering in chemical engineering, energy systems engineering, and related fields.
Supplementary Materials to “Learn-To-Design: Reinforcement Learning-Assisted Chemical Process Optimization”
April 8, 2024 (v1)
Subject: Process Design
Keywords: Artificial Intelligence, Carbon Capture, Machine Learning, Process Design Optimization, Reinforcement Learning, Simulation-based Optimization
This paper proposes an AI-assisted approach aimed at accelerating chemical process design through causal incremental reinforcement learning (CIRL) where an intelligent agent is interacting iteratively with a process simulation environment (e.g., Aspen HYSYS, DWSIM, etc.). The proposed approach is based on an incremental learnable optimizer capable of guiding multi-objective optimization towards optimal design variable configurations, depending on several factors including the problem complexity, selected RL algorithm and hyperparameters tuning. One advantage of this approach is that the agent-simulator interaction significantly reduces the vast search space of design variables, leading to an accelerated and optimized design process. This is a generic causal approach that enables the exploration of new process configurations and provides actionable insights to designers to improve not only the process design but also the design process across various applications. The approach was valid... [more]
Supplementary Material - A Novel Cost-Efficient Tributyl Citrate Production Process
December 15, 2023 (v1)
Subject: Modelling and Simulations
Keywords: Calcium citrate, Modelling and Simulations, Process Integration, Process Intensification, Tributyl citrate
This is the supplementary material for the Foundations of Computer Aided Process Design (FOCAPD 2024) Conference Proceedings: Novel Cost-Efficient Tributyl Citrate Production Process presented in the Systems and Control Transactions series
CSChE Systems & Control Transactions Volume 2
October 21, 2022 (v1)
Subject: Uncategorized
Keywords: Canadian Chemical Engineering Conference 2022, Systems & Control Division Conference Proceedings
Selected Extended Abstracts from the Systems & Control Division Sessions of the 72nd Canadian Chemical Engineering Conference, October 23-26, 2022, Vancouver, BC
Supplemental Data for “Process Design and Techno-Economic Analysis of Biomass Pyrolysis By-Product Utilization in the Ontario and Aichi Steel Industries”
July 23, 2024 (v2)
Subject: Modelling and Simulations
This is supplemental data for a paper submitted to the PSE 2021+ conference. It includes values used to calculate emissions reductions and financial value of biomass pyrolysis by-product utilization.
CSChE Systems & Control Transactions Volume 1
October 21, 2021 (v2)
Subject: Uncategorized
Keywords: Canadian Chemical Engineering Conference 2021, Systems & Control Division Conference Proceedings
Selected Extended Abstracts from the
Systems & Control Division Sessions of the
71st Canadian Chemical Engineering Conference
, October 24-27, 2021, Montréal, Québec
Poster: Graphical User Interfaces as Chemical Engineering Educational Tools in University and Informal Learning Environments
July 30, 2019 (v1)
Subject: Education
Keywords: Computational science, Curriculum, Education, Graphical user interface, Modelling, STEM Outreach
This presentation discusses the development and use of graphical user interfaces (GUIs) as cyber-assisted educational tools for instructing and engaging undergraduate chemical engineering students, training graduate students for computational research in science and engineering, and introducing lay audiences to chemical engineering concepts in informal learning environments outside of the classroom. A GUI encapsulates computational software within a visual environment where users can provide interactive input through brief text or point-and-click controls and display query or simulation results through an automated process without needing to learn a programming language or specific commands. MATLAB and Python are two popular software environments for science and engineering used in many university chemical engineering programs worldwide. Both provide excellent user support for rapid development of professional-quality GUIs by engineering educators, academic researchers, and science and... [more]
Revisting the Simultaneous Process Optimization with Heat Integration Problem: Updated model
November 21, 2018 (v1)
Subject: Process Design
Keywords: Heat integration, Pinch operator, Process integration
Simultaneous process optimization and heat integration is essential in the optimal design and operation of process plants with high energy efficiency. This document revisits the pinch location method and updates the compact formulation for simultaneous process optimization with heat integration presented by Anantharaman et al at FOCAPD 2014.