Master thesis spring 2019. Template to be futher used by the department of chemical engineering at NTNU,
☆39Jan 11, 2024Updated 2 years ago
Alternatives and similar repositories for Reinforcement-Learning-in-Process-Control
Users that are interested in Reinforcement-Learning-in-Process-Control are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Control with Deep Reinforcement Learning☆16Sep 14, 2023Updated 2 years ago
- Variable Time Reconstruction based modeling framework for soft sensor development☆13Feb 23, 2020Updated 6 years ago
- Chemical Processes Control☆12Dec 9, 2025Updated 4 months ago
- Reinforcement learning for chemical engineering process design with Aspen Simulator.☆19Mar 8, 2023Updated 3 years ago
- Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020)☆16Jun 14, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Gaussian process regression algorithms for nonlinear system state prediciton☆13Jun 27, 2015Updated 10 years ago
- My undergraduate final project - Modeling and control of a distillation column using neural networks and reinforcement learning.☆12Apr 28, 2020Updated 5 years ago
- Spring 2024 - Data Science and Machine Learning in Chemical Engineering☆12Feb 14, 2024Updated 2 years ago
- A study of reinforcement learning algorithms for fed-batch bioprocessesing☆15Mar 12, 2020Updated 6 years ago
- Materials to assist the Reactor Design course CHBE355 with Python programming☆12Oct 12, 2018Updated 7 years ago
- Data-driven attitude control design for multirotor UAVs☆20May 1, 2017Updated 8 years ago
- Process Dynamics and Control☆140Nov 19, 2025Updated 4 months ago
- Codes for "Quantitative Comparison of Reinforcement Learning and Data-driven Model Predictive Control for Chemical and Biological Process…☆12Dec 18, 2023Updated 2 years ago
- Unified index for unsupervised fault detection in a Tennessee Eastman Process☆13Sep 18, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Implementation of Linear Quadratic Regulator (LQR), Minimum Principle and Model Predictive Control(MPC) to stirred tank mixing process☆18Dec 20, 2023Updated 2 years ago
- ☆42Sep 4, 2023Updated 2 years ago
- Unofficial Implementation of the paper "Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control", applied to gy…☆148May 15, 2023Updated 2 years ago
- [Chemical Engineering Research and Design] This work serves as a first step to develop a foundation model for generic chemical reactor mo…☆16Mar 21, 2026Updated 2 weeks ago
- The application of a Physics Informed Neural Network on modelling the parameters of a Continuously Stirred Tank Reactor, based on the dat…☆17Jun 25, 2024Updated last year
- A numerical platform for the digital design of pharmaceutical processes☆34Sep 25, 2025Updated 6 months ago
- Soft Sensor with Variational Inference Technique☆20Oct 15, 2024Updated last year
- Machine Learning for Engineers in Python☆84Sep 5, 2025Updated 7 months 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…☆17Apr 7, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Thesis: Application of Reinforcement Learning for the Control of Nonlinear Dynamical Systems☆18Apr 16, 2020Updated 5 years ago
- ☆10Jun 27, 2017Updated 8 years ago
- A Benchmark Model Simulator for Process Control and Monitoring☆11Mar 30, 2026Updated last week
- Control of a nonlinear liquid level system using a new artificial neural network based reinforcement learning approach☆53Mar 13, 2019Updated 7 years ago
- Code for paper "A method for detecting causal relationships between industrial alarm variables using Transfer entropy and K2-Algorithm"☆17Aug 3, 2022Updated 3 years ago
- OpenControl is a python package that implements basic algorithms for the analysis and design of optimal feedback controllers.☆15Jul 16, 2021Updated 4 years ago
- ☆16May 4, 2021Updated 4 years ago
- Materials for my undergraduate course on Chemical Engineering Kinetics and Reactor Design at Northeastern University☆18Jan 10, 2024Updated 2 years ago
- An open library of Generalized Disjunctive Programming (GDP) models☆12Aug 6, 2025Updated 8 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Modeling and Simulation of Multicomponent Distillation Columns☆34Feb 19, 2024Updated 2 years ago
- Scripts for examples in the lectures notes for Optimal Control and Estimation☆11Nov 14, 2023Updated 2 years ago
- Distributed variational Bayesian algorithms over sensor networks☆12Jun 30, 2017Updated 8 years ago
- Build sim from data for use in reinforcement learning and bonsai platform for machine teaching.☆22Sep 7, 2023Updated 2 years ago
- This is the simulation evaluation for the Adaptive Model-Free Control (AMFC) algorithm prepared in MATLAB Simulink☆11Nov 7, 2021Updated 4 years ago
- A collection of Fault Diagnosis python codes☆10Mar 13, 2022Updated 4 years ago
- This repository contains PyTorch implementations of deep reinforcement learning algorithms and environments for Robotics and Controls. T…☆19Mar 20, 2022Updated 4 years ago