@inproceedings{df6305d3c28149ebae0ce28c1b5cb0a5,
title = "An Advanced Learning-Based Linear Quadratic Regulator For Proton Exchange Membrane Fuel Cell in DC Microgrids",
abstract = "An advanced learning-based linear quadratic regulator (LQR) is proposed to enhance the output voltage control performance of proton exchange membrane fuel cell (PEMFC) in DC microgrids. Compared with the commonly used methods, such as the PI control and model predictive control (MPC). The proposed control method not only produces better tracking performances, but also overcomes the problem of model dependence. The superiority of proposed method under system parameter variations is verified by simulation results.",
keywords = "DC Microgrid, Learning-based Control, Linear Quadratic Regulator, Proton Exchange Membrane Fuel Cell",
author = "Yulin Liu and Tianhao Qie and Xinan Zhang and Iu, {Herbert H.C.} and Tyrone Fernando",
note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 18th IEEE Conference on Industrial Electronics and Applications, ICIEA 2023 ; Conference date: 18-08-2023 Through 22-08-2023",
year = "2023",
month = sep,
day = "11",
doi = "10.1109/ICIEA58696.2023.10241948",
language = "English",
series = "Proceedings of the 18th IEEE Conference on Industrial Electronics and Applications, ICIEA 2023",
publisher = "IEEE, Institute of Electrical and Electronics Engineers",
pages = "263--268",
editor = "Wenjian Cai and Guilin Yang and Jun Qiu and Tingting Gao and Lijun Jiang and Tianjiang Zheng and Xinli Wang",
booktitle = "Proceedings of the 18th IEEE Conference on Industrial Electronics and Applications, ICIEA 2023",
address = "United States",
}