lollcat / RL-Process-DesignLinks
Deep reinforcement learning for design of chemical engineering processes
☆34Updated 2 years ago
Alternatives and similar repositories for RL-Process-Design
Users that are interested in RL-Process-Design are comparing it to the libraries listed below
Sorting:
- Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)☆36Updated 3 years ago
- Modeling and Simulation of Multicomponent Distillation Columns☆30Updated last year
- The 'dwsimopt' is a Python library that automates DWSIM simulations for process optimization.☆22Updated 2 years ago
- Hands-on material for a Machine Learning in Chemical Engineering course☆105Updated last year
- A program that can do Process Identification and PID Tuning by using Deep Learning designed for people studying and researching chemical …☆28Updated 6 years ago
- Simulator42 is an open source process simulator project with the goal of providing an affordable and accessible chemical process simulato…☆38Updated 13 years ago
- Classic problems in chemical engineering solved with matlab☆21Updated 5 years ago
- This is a Python package for AspenPlus manipulating.☆40Updated 6 years ago
- Fall 2018 - Mathematical Modeling of Chemical Engineering Processes☆21Updated 6 years ago
- Aspen Plus - Python interface which acts as an API to automate the design synthsis. It includes all variables for RADFRAC, DSTWU, Flash2,…☆79Updated last year
- This repository contains exercises that demonstrate how to automate these unit operations using DWSim. These exercises include code examp…☆15Updated 2 months ago
- Aspen HYSYS - Python connection☆64Updated last year
- A numerical platform for the digital design of pharmaceutical processes☆26Updated last month
- Building a Fischer–Tropsch reactive distillation simulator using Pyomo☆13Updated 6 years ago
- Conversion between PFDs/P&IDs and SFILES 2.0 strings☆57Updated last month
- A repository with examples on essential knowledge of chemical engineering.☆54Updated 6 months ago
- Introduction to Python for Chemical Engineers☆22Updated 2 years ago
- A data-driven tool to predict the reaction order of homogeneous gas-phase reactions. Includes machine learning experiments on the NIST Ch…☆24Updated 5 years ago
- A study of reinforcement learning algorithms for fed-batch bioprocessesing☆14Updated 5 years ago
- Materials for my undergraduate course on Chemical Engineering Kinetics and Reactor Design at Northeastern University☆16Updated last year
- Mass and energy differential analysis for a Packed Bed Reactor (PBR) to produce the fuel additive MMH. This design was completed for my C…☆15Updated 6 years ago
- This application allows calculate heat integration for heat exchangers using Python on console mode. Sponsor this repository for access.☆33Updated 2 years ago
- Chemical library developed using OpenModelica for steady-state and dynamic process simulation☆40Updated last year
- Collection of Matlab codes to solve typical CRE (Chemical Reaction Engineering) problems☆57Updated 3 years ago
- A lightweight Python module that applies Pinch Technology principles, analysing a given set of stream data to find the Maximum Energy Rec…☆31Updated 6 years ago
- This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).☆102Updated 5 years ago
- ☆10Updated 5 years ago
- Advanced Chemical Engineering Thermodynamics☆22Updated 7 years ago
- LSTM_MPC(reactive distillation system)☆11Updated 4 years ago
- BioSTEAM's Premier Thermodynamic Engine☆70Updated 3 weeks ago