lollcat / RL-Process-Design
Deep reinforcement learning for design of chemical engineering processes
☆29Updated last year
Related projects ⓘ
Alternatives and complementary repositories for RL-Process-Design
- Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)☆31Updated 3 years ago
- Modeling and Simulation of Multicomponent Distillation Columns☆24Updated 9 months ago
- Classic problems in chemical engineering solved with matlab☆20Updated 5 years ago
- 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 5 years ago
- Simulator42 is an open source process simulator project with the goal of providing an affordable and accessible chemical process simulato…☆34Updated 13 years ago
- Materials for my undergraduate course on Chemical Engineering Kinetics and Reactor Design at Northeastern University☆15Updated 10 months ago
- A numerical platform for the digital design of pharmaceutical processes☆23Updated 2 months ago
- Fall 2018 - Mathematical Modeling of Chemical Engineering Processes☆20Updated 5 years ago
- Conversion between PFDs/P&IDs and SFILES 2.0 strings☆43Updated this week
- Reinforcement learning for chemical engineering process design with Aspen Simulator.☆11Updated last year
- The 'dwsimopt' is a Python library that automates DWSIM simulations for process optimization.☆21Updated last year
- This repository contains exercises that demonstrate how to automate these unit operations using DWSim. These exercises include code examp…☆11Updated 4 months ago
- Building a Fischer–Tropsch reactive distillation simulator using Pyomo☆13Updated 5 years ago
- Introduction to Python for Chemical Engineers☆22Updated last year
- This is a Python package for AspenPlus manipulating.☆30Updated 5 years ago
- A lightweight Python module that applies Pinch Technology principles, analysing a given set of stream data to find the Maximum Energy Rec…☆26Updated 5 years ago
- A program that can do Process Identification and PID Tuning by using Deep Learning designed for people studying and researching chemical …☆25Updated 5 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
- Collection of Matlab codes to solve typical CRE (Chemical Reaction Engineering) problems☆52Updated 2 years ago
- Applied Numerical Computing Course☆27Updated last year
- A data-driven tool to predict the reaction order of homogeneous gas-phase reactions. Includes machine learning experiments on the NIST Ch…☆20Updated 5 years ago
- Aspen HYSYS - Python connection☆55Updated last year
- Aspen Plus - Python interface which acts as an API to automate the design synthsis. It includes all variables for RADFRAC, DSTWU, Flash2,…☆54Updated last year
- Chemical library developed using OpenModelica for steady-state and dynamic process simulation☆39Updated 5 months ago
- Hands-on material for a Machine Learning in Chemical Engineering course☆90Updated last year
- P. Petsagkourakis, I. O. Sandoval, E. Bradford, D. Zhang, E.A. del Rio-Chanona, Reinforcement learning for batch bioprocess optimization,…☆12Updated 2 years ago
- A repository with examples on essential knowledge of chemical engineering.☆50Updated 6 months ago
- A suite of process models implemented in both Aspen Custom Modeler and gPROMS Model Builder, as well as models implemented within Aspen P…☆21Updated 6 years ago
- This is a practical course designed for chemical engineers that want to learn the basics of AI. The course is very practical and will cov…☆25Updated 9 months ago
- Advanced Chemical Engineering Thermodynamics☆20Updated 6 years ago