The IDAES Process Systems Engineering Framework
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Dec 26, 2024 - Python
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process-systems-engineering
Here are 14 public repositories matching this topic...
Hands-on material for a Machine Learning in Chemical Engineering course
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Aug 18, 2023 - Jupyter Notebook
Python package that provides predictive models for fault detection, soft sensing, and process condition monitoring.
machine-learning time-series scikit-learn neural-networks pca process-monitoring fault-detection process-systems-engineering soft-sensor fault-diagnosis echo-state-network
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Nov 4, 2024 - Python
A numerical platform for the digital design of pharmaceutical processes
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Nov 25, 2024 - Python
Datasets from a fluid catalytic cracking unit to evaluate FDD techniques
machine-learning process-monitoring fault-detection process-systems-engineering process-dataset fault-diagnosis process-data-science
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Dec 3, 2023 - Jupyter Notebook
Catalogue of Articles, Projects, Papers and Resources relating to PSE
optimization technology systems cloud-computing control-systems six-sigma scada system-programming computing operations-research optimization-algorithms edge-computing industrial-engineering process-systems-engineering
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Feb 17, 2024
This provides the python-based simulated moving bed (SMB) optimizer developed by the Process Information Engineering lab at the Department of Materials Process Engineering, Nagoya University.
python optimization smb chemical-engineering parameter-estimation pyomo chromatography ipopt process-systems-engineering simulated-moving-bed sipopt
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Mar 14, 2022 - Python
Data-driven computer-aided molecular and process design
machine-learning chemical-engineering process-modeling process-systems-engineering process-optimization extractive-distillation
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Oct 17, 2024 - Python
Molecular design of solvents coupling variational autoencoder and nonlinear programming
machine-learning chemical-engineering variational-autoencoder molecular-design process-systems-engineering generative-ai
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Oct 17, 2024 - Python
This is my second project of the course "Plant Design and Economics" that I managed to get full marks on my 4th year of bachelor's chemical engineering program at sharif university of technology.
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Oct 3, 2024
This is my final project of the course "Plant Design and Economics" that I managed to get full marks on my 4th year of bachelor's chemical engineering program at sharif university of technology.
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Oct 3, 2024
Computer-aided molecular and process design using Bayesian optimization
machine-learning chemical-engineering bayesian-optimization process-systems-engineering process-optimization extractive-distillation
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Oct 17, 2024 - Python
P. Petsagkourakis, I. O. Sandoval, E. Bradford, D. Zhang, E.A. del Rio-Chanona, Reinforcement learning for batch bioprocess optimization, Computers & Chemical Engineering, Volume 133, 2020
reinforcement-learning pytorch recurrent-neural-networks lstm rnn differential-equations reinforce process-systems-engineering
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Jun 14, 2022 - Python
This is my first project of the course "Plant Design and Economics" that I managed to get full marks on my 4th year of bachelor's chemical engineering program at sharif university of technology.
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Oct 3, 2024
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