ML-PSE / Machine_Learning_for_DPSLinks
Code repository for the book 'Machine Learning in Python for Dynamic Process Systems'
☆10Updated last year
Alternatives and similar repositories for Machine_Learning_for_DPS
Users that are interested in Machine_Learning_for_DPS are comparing it to the libraries listed below
Sorting:
- Code repository for the book 'Machine Learning in Python for Process Systems Engineering'☆25Updated last year
- Educational resources for Chemical and Process Engineering written in Python☆105Updated 3 years ago
- CHBE 356 - Process Dynamics and Control☆45Updated 5 years ago
- Introduction to Python for Chemical Engineers (crash course with additional resources)☆82Updated 8 years ago
- Hands-on material for a Machine Learning in Chemical Engineering course☆103Updated last year
- Aspen HYSYS - Python connection☆61Updated last year
- Introduction to Chemical Engineering Analysis☆180Updated 5 years ago
- Code Repository for ChE 197 and ChE 297, machine learning courses for Chemical Engineers at UP Diliman☆26Updated 8 months ago
- Aspen Plus - Python interface which acts as an API to automate the design synthsis. It includes all variables for RADFRAC, DSTWU, Flash2,…☆77Updated last year
- Connection scripts for Aspen Hysys with Excel (VBA), Matlab, Python and Unity☆13Updated 2 years ago
- Collection of Matlab codes to solve typical CRE (Chemical Reaction Engineering) problems☆57Updated 3 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
- Introduction to Python for Chemical Engineers☆22Updated last year
- Classic problems in chemical engineering solved with matlab☆21Updated 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 6 years ago
- Python Data Science Course with TCLab☆82Updated last year
- Process Control Laboratory☆14Updated 4 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…☆44Updated 3 weeks ago
- This is a Python package for AspenPlus manipulating.☆40Updated 6 years ago
- Materials for my undergraduate course on Chemical Engineering Kinetics and Reactor Design at Northeastern University☆16Updated last year
- Process Dynamics Engine (PDE) is an online, real-time simulator for process control models described by transfer functions or state space…☆24Updated 6 years ago
- This repository contains a practical course designed for chemical engineers that want to learn how to solve exercises and program in Pyth…☆65Updated 2 months 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
- Beginning Python programming course using the Temperature Control Lab.☆63Updated 4 years ago
- This repository contains all the simulation (exercises) using an open-source chemical process simulator DWSim. Shout out to Daniel Medeir…☆32Updated this week
- Python code packages for the calculation of CAPEX (using cost correlations of Seider et al. (2009)) of equipment pieces (e.g. reactor, he…☆14Updated 2 years ago
- Materials to assist the Reactor Design course CHBE355 with Python programming☆11Updated 6 years ago
- A suite of process models implemented in both Aspen Custom Modeler and gPROMS Model Builder, as well as models implemented within Aspen P…☆25Updated 7 years ago
- Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)☆36Updated 3 years ago
- Deep reinforcement learning for design of chemical engineering processes☆34Updated 2 years ago