Reinforcement learning for chemical engineering process design with Aspen Simulator.
☆18Mar 8, 2023Updated 3 years ago
Alternatives and similar repositories for Aspen-RL
Users that are interested in Aspen-RL are comparing it to the libraries listed below
Sorting:
- Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)☆41Oct 13, 2021Updated 4 years ago
- Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020)☆15Jun 14, 2022Updated 3 years ago
- This repository contains exercises that demonstrate how to automate these unit operations using DWSim. These exercises include code examp…☆18Updated this week
- Deep reinforcement learning for design of chemical engineering processes☆38Mar 7, 2023Updated 3 years ago
- Optimization of a chemical reactor using Aspen Plus, python and the NSGA2 algorithm☆13Jun 8, 2017Updated 8 years ago
- Easy determine UNIFAC Groups☆13Oct 13, 2025Updated 4 months ago
- LSTM_MPC(reactive distillation system)☆11Jul 21, 2020Updated 5 years ago
- The 'dwsimopt' is a Python library that automates DWSIM simulations for process optimization.☆24Jan 9, 2023Updated 3 years ago
- An example connection between Aspen Plus and Python☆36Apr 14, 2023Updated 2 years ago
- Simulator for typical process/chemical/refinery engineering applications with rigorous thermodynamics.☆15Dec 14, 2023Updated 2 years ago
- Aspen Plus - Python interface which acts as an API to automate the design synthsis. It includes all variables for RADFRAC, DSTWU, Flash2,…☆115Nov 10, 2023Updated 2 years ago
- ☆16Mar 8, 2022Updated 4 years ago
- A Python interface to the original Fortran program of the Tennessee Eastman Process (TEP) Control Test Problem☆14Sep 28, 2021Updated 4 years ago
- A hybirid mechanistic and data-driven (DAE-LSTM) model for estimating the CO2 concentration profile for a carbon capture plant.☆15Aug 5, 2022Updated 3 years ago
- This is a Python package for AspenPlus manipulating.☆45May 11, 2019Updated 6 years ago
- Simulator42 is an open source process simulator project with the goal of providing an affordable and accessible chemical process simulato…☆38Nov 7, 2011Updated 14 years ago
- Pure python version of the HENSAD (Heat-Exchanger Network Synthesis Analysis and Design) software.☆26Sep 7, 2023Updated 2 years ago
- OpSim is an open source Chemical Engineering Process Simulator with a user friendly drag-and-drop graphical user interface and an underly…☆43Aug 13, 2019Updated 6 years ago
- Master thesis spring 2019. Template to be futher used by the department of chemical engineering at NTNU,☆38Jan 11, 2024Updated 2 years ago
- Official pytorch implementation for our ICLR 2023 paper "Latent State Marginalization as a Low-cost Approach for Improving Exploration".☆24Feb 9, 2023Updated 3 years ago
- A Python library designed to swiftly and effortlessly obtain the UNIFAC-like groups from molecules by their names and subsequently integr…☆29Oct 24, 2025Updated 4 months ago
- ☆26Sep 3, 2024Updated last year
- pychemqt intended as a free software tool for calculation and design of unit operations in chemical engineering. The goal is to obtain an…☆175Feb 15, 2026Updated 3 weeks ago
- An semi-supervised extension based on VAE for Regression, demonstrate its performance on two soft sensor benchmark problems.☆25Aug 15, 2023Updated 2 years ago
- Pure python package for electrolyte equilibrium calculation☆33Mar 20, 2025Updated 11 months ago
- Open-source implementation of the IK-CAPE thermodynamic equation set for chemical process simulation☆23Dec 3, 2020Updated 5 years ago
- Aspen HYSYS - Python connection☆82Nov 1, 2023Updated 2 years ago
- Program to calculate the performance of a theoretical refrigeration cycle.☆10Feb 24, 2025Updated last year
- ☆12Apr 16, 2022Updated 3 years ago
- This repository contains all the simulation (exercises) using an open-source chemical process simulator DWSim. Shout out to Daniel Medeir…☆40Updated this week
- Modeling in Chemical Technology: Numerical Calculations with Python☆36Dec 12, 2021Updated 4 years ago
- This repository contains a visual studio project for training a classifier on the mnist dataset using the libtorch c++ wrapper.☆12Oct 13, 2020Updated 5 years ago
- ☆10Jun 7, 2023Updated 2 years ago
- Simple Python Programming using Springer Metadata API, Scopus Search API, Elsevier Abstract Retrieval API to cache and analyze abstract☆10Jan 20, 2017Updated 9 years ago
- Modeling and Simulation of Multicomponent Distillation Columns☆34Feb 19, 2024Updated 2 years ago
- PyForFluids: Fluids Properties Based on Equations of State☆38Aug 28, 2024Updated last year
- Chemical Engineering at UP LaTeX templates☆10Sep 12, 2021Updated 4 years ago
- A multi-site water quality prediction model incorporating adaptive graph convolution and CNN-LSTM☆14Sep 17, 2022Updated 3 years ago
- Simulate experimental data and optimize chemical kinetics mechanisms with this GUI-based application☆35Jan 12, 2026Updated last month