@inproceedings{9df60364223147e6a62b3112b0199677,
title = "Sensor Fault Detection, Isolation and Accommodation Based on the Stable Kernel Representation",
abstract = "This paper proposes a novel sensor fault detection, isolation and accommodation (FDIA) scheme based on the stable kernel representation. The core of the study is to design the virtual sensor for each sensor channel. The virtual sensors are designed based on the data-driven stable kernel representation to capture the system dynamics. In addition, the existence condition of the virtual sensors is also discussed in details. The sensor fault is detected and isolated based on the probability analysis of residuals. The fault accommodation is implemented by switching on the virtual sensor. The proposed method is finally validated on a simulated 2-input-3-output system under the closed-loop conditions.",
keywords = "fault accommodation, fault diagnosis, Sensor fault, stable kernel representation, virtual sensor",
author = "Kuan Li and Dejia Tang and Deyi Zhu and Yang He and Hao Luo",
note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 31st IEEE International Symposium on Industrial Electronics, ISIE 2022 ; Conference date: 01-06-2022 Through 03-06-2022",
year = "2022",
doi = "10.1109/ISIE51582.2022.9831552",
language = "英语",
series = "IEEE International Symposium on Industrial Electronics",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "406--411",
booktitle = "2022 IEEE 31st International Symposium on Industrial Electronics, ISIE 2022",
address = "美国",
}