NiravRaiyani/Implementation-and-comparison-of-Advanced-process-control-strategies-to-stirred-tank-mixing-process

Stars
15
Rank 1,371,379 (Top 28 %)
Language
MATLAB
Created about 5 years ago
Updated 11 months ago

NiravRaiyani/Implementation-and-comparison-of-Advanced-process-control-strategies-to-stirred-tank-mixing-process

NiravRaiyani

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Implementation of Linear Quadratic Regulator (LQR), Minimum Principle and Model Predictive Control(MPC) to stirred tank mixing process

State_Estimation

Implementation of Kalman Filter, Extended Kalman Filter and Moving Horizon Estimation to the stirred tank mixing process.

Mask-R-CNN-for-water-detection

This repository demonstrates the use of Mask R-CNN for sprinkler water curtain detection and to further use it in control.

Tank-Level-Control-with-Reinforcment-Learning

This repository demonstrates the reinforcement learning TD Q-Learning algorithm to control the level of the tank

Statistical-Analysis-of-soil-NIR-Spectroscopy-data

Statistical Model describing the relationship between NIR Spectroscopy data and Chemical and Microbiological properties of the soil

Reinforcement_Learning

Contains the implementation of SARSA, Q-learning and E-SARSA on gym environment.