Topic: "data-enabled-predictive-control"
Zhang-Xuewen/DeePCtools
A wrapped package for Data-enabled predictive control (DeePC) implementation. Including DeePC and Robust DeePC design with multiple objective functions.
Language: Python - Size: 552 KB - Last synced at: 29 days ago - Pushed at: 6 months ago - Stars: 20 - Forks: 0
michael-cummins/DeePC-Hunt
Automatic hyperparameter tuning for DeePC. Built by Michael Cummins at the Automatic Control Laboratory, ETH Zurich.
Language: Python - Size: 26.5 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 18 - Forks: 2
Sohrab-rz/Comparative-Analysis-of-Data-Driven-Predictive-Control-Strategies
This repository contains simulation codes generated for the paper titled "Comparative Analysis of Data-Driven Predictive Control Strategies," published in the 9th International Conference on Control, Instrumentation, and Automation in 2023. The paper is authored by Sohrab Rezaei & Ali Khaki-Sedigh.
Language: MATLAB - Size: 66.4 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 1
rssalessio/PyDeePC
Python library that implements DeePC: Data-Enabled Predictive Control
Language: Python - Size: 235 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 2
Zhang-Xuewen/Deep-DeePC
This project is source code of paper Deep DeePC: Data-enabled predictive control with low or no online optimization using deep learning by X. Zhang, K. Zhang, Z. Li, and X. Yin. The objective of this work is to learn the DeePC operator using a neural network and bypass online optimization of conventional DeePC for efficient online implementation.
Language: Python - Size: 8.18 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 6 - Forks: 2
zhou-yh19/redpc
Learning-Based Efficient Approximation of Data-enabled Predictive Control
Language: Python - Size: 43.9 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
