Model Predictive Control for Wind Farm Power Tracking With Deep Learning-Based Reduced Order Modeling

Author:

Chen Kaixuan1ORCID,Lin Jin1ORCID,Qiu Yiwei1ORCID,Liu Feng1ORCID,Song Yonghua2

Affiliation:

1. Department of Electrical Engineering, Tsinghua University, Beijing, China

2. State Key Laboratory of IoT for Smart City, University of Macau, Macau, China

Funder

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Information Systems,Control and Systems Engineering

Reference32 articles.

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Decentralized optimal voltage control for wind farm with deep learning-based data-driven modeling;International Journal of Electrical Power & Energy Systems;2024-10

2. Offset-Free Stochastic MPC for Uncertain Wind Energy Conversion System;IEEE Transactions on Industrial Informatics;2024-07

3. Advances in model predictive control for large-scale wind power integration in power systems;Advances in Applied Energy;2024-07

4. Physics-Informed Neural Network for Transient Modeling of Large-Scale Wind Farm;2024 10th International Conference on Automation, Robotics and Applications (ICARA);2024-02-22

5. Reinforcement Learning-Based Wind Farm Control: Toward Large Farm Applications via Automatic Grouping and Transfer Learning;IEEE Transactions on Industrial Informatics;2023-12

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