☆24Jan 30, 2025Updated last year
Alternatives and similar repositories for DDMPC
Users that are interested in DDMPC are comparing it to the libraries listed below
Sorting:
- ☆28Mar 31, 2021Updated 4 years ago
- Tube-Based Zonotopic Data Driven Predictive Control☆11Nov 23, 2022Updated 3 years ago
- ☆12Jul 26, 2024Updated last year
- Python library that implements ZPC: Zonotopic Data-Driven Predictive Control.☆12Sep 7, 2022Updated 3 years ago
- ☆15Feb 9, 2023Updated 3 years ago
- ☆16Sep 12, 2020Updated 5 years ago
- MPC package for solving optimal control problems☆19Jun 11, 2025Updated 8 months ago
- Learning-Based Efficient Approximation of Data-Enabled Predictive Control☆15Mar 29, 2024Updated last year
- ☆18Oct 12, 2022Updated 3 years ago
- ☆16Mar 15, 2020Updated 5 years ago
- Starter pack for distributionally robust chance-constrained optimization using the Wasserstein distance☆14Jul 2, 2024Updated last year
- [Applied Energy] This work proposes an Input Convex LSTM neural network for real-time neural network-based optimization.☆19Apr 25, 2025Updated 10 months ago
- code of paper "Robust and kernelized data-enabled predictive control for nonlinear systems"☆19Sep 4, 2023Updated 2 years ago
- A collection of code examples for different Data-driven Predictive Control algorithms applied to LTI systems.☆23Aug 16, 2024Updated last year
- Harness the power of deep reinforcement learning to optimize your Home Energy Management System (HEMS). Our tailored agent, trained on th…☆25Apr 8, 2024Updated last year
- A Inverter-based microgrid system with PID controller☆15Jan 27, 2023Updated 3 years ago
- Python code of the paper "Model structures and fitting criteria for system identification with neural networks" by Marco Forgione and Dar…☆21Sep 2, 2021Updated 4 years ago
- This project is source code of paper Deep DeePC: Data-enabled predictive control with low or no online optimization using deep learning b…☆28Dec 17, 2024Updated last year
- Z. Sun, Q. Wang, J. Pan and Y. Xia, "Data-Driven MPC for Linear Systems using Reinforcement Learning," 2021 China Automation Congress (CA…☆24Jan 25, 2024Updated 2 years ago
- ☆27Jan 8, 2024Updated 2 years ago
- Repository code for Power Flow Balancing with Decentralized Graph Neural Networks☆23Feb 29, 2024Updated 2 years ago
- Code to reproduce examples in 'Closed-loop data-enabled predictive control' submitted to CDC 2020☆23Apr 9, 2020Updated 5 years ago
- This repository stores the main codes for the DeepOPF projects.☆28Nov 10, 2023Updated 2 years ago
- ☆29Jul 18, 2023Updated 2 years ago
- A wrapped package for Data-enabled predictive control (DeePC) implementation. Including DeePC and Robust DeePC design with multiple objec…☆24Dec 9, 2024Updated last year
- ☆27Dec 14, 2023Updated 2 years ago
- Tube based Model Predictive Control that utilize Neural Networks to improve performance with adaptive control inputs.☆22Dec 8, 2021Updated 4 years ago
- Source codes of our paper on "Conic Programming Reformulations of Two-Stage Distributionally Robust Linear Programs over Wasserstein Ball…☆29Jul 31, 2021Updated 4 years ago
- Accompanying repository for our work "On the relationship between data-enabled predictive control and subspace predictive control".☆26Oct 20, 2022Updated 3 years ago
- Data Driven Model Predictive Control using Gaussian Processes☆30Sep 4, 2024Updated last year
- Code for the papers "Modeling the Second Player in Distributionally Robust Optimization" and "Distributionally Robust Models with Paramet…☆29Apr 14, 2022Updated 3 years ago
- Data-enabled predictive control (DeePC) implementation using MATLAB☆34Nov 10, 2023Updated 2 years ago
- Differentiable predictive control (DPC) policy optimization examples.☆61Aug 26, 2023Updated 2 years ago
- Python code for implementing a set of basic robust model predictive control (RMPC) algorithms for linear systems.☆26Mar 30, 2022Updated 3 years ago
- This repository contains the code for paper Li, Ran, et al. "Decision-oriented learning for future power system decision-making under unc…☆21Apr 13, 2025Updated 10 months ago
- ☆11Jun 4, 2021Updated 4 years ago
- Final project of Convex Optimization II to solve AC Optimal Power Flow with convex relaxations☆34Dec 27, 2021Updated 4 years ago
- J. Berberich, J. Köhler, M. A. Müller and F. Allgöwer, "Data-Driven Model Predictive Control With Stability and Robustness Guarantees," i…☆82Dec 6, 2023Updated 2 years ago
- End-to-end distributionally robust optimization☆37Apr 15, 2023Updated 2 years ago