Reinforcement learning-based integrated active fault diagnosis and tracking control

Autor: Zichen, Yan, Feng, Xu, Junbo, Tan, Houde, Liu, Bin, Liang

Publikováno v: ISA Transactions. 132:364-376

Reliable and real-time active diagnosis of system faults with uncertainties is strongly dependent on the input design. This paper establishes a data-driven framework for integrated design of active fault diagnosis and control while ensuring the track

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::83cc5b89e43ff5be8d87b406ca1fe2d7
https://doi.org/10.1016/j.isatra.2022.06.020

Toward a Convex Design Framework for Online Active Fault Diagnosis of LPV Systems

Autor: Feng Xu, Xueqian Wang, Sorin Olaru, Junbo Tan

Publikováno v: IEEE Transactions on Automatic Control
IEEE Transactions on Automatic Control, Institute of Electrical and Electronics Engineers, 2021, pp.1-1. ⟨10.1109/TAC.2021.3124478⟩

This paper focuses on the design of on-line optimal input sequence for robust active fault diagnosis (AFD) of discrete-time linear parameter varying (LPV) systems using set-theoretic methods. Instead of the traditional set-separation constraint condi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0b44344083e65850f59c7ef3c76ca493
https://doi.org/10.1109/tac.2021.3124478

Integrated Design of Input and Observer Gain for Active Fault Diagnosis Based on Hybrid Stochastic-Deterministic Approach

Autor: Junbo Tan, Jiabao He, Shengli Zhang, Xueqian Wang, Bin Liang

Publikováno v: 2022 IEEE 61st Conference on Decision and Control (CDC).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::98f732d1262f81edacc776ce1e4d59ce
https://doi.org/10.1109/cdc51059.2022.9992980

Computation of Minimal Detectable Fault under Hybrid Stochastic and Deterministic Framework

Autor: Junbo Tan, Huailiang Zheng, Xueqian Wang, Bin Liang, Wenming Yang

Publikováno v: 2022 American Control Conference (ACC).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::487c4ac084e58b6c68e68a0896fb2ee6
https://doi.org/10.23919/acc53348.2022.9867189

Active Input Design to Balance Fault Diagnosis and Tracking Control Performance

Autor: Junbo Tan, Huailiang Zheng, Xueqian Wang, Bin Liang, Wenming Yang

Publikováno v: 2022 American Control Conference (ACC).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6ccb0c6e3c5611ea2d296f03b2c44a5f
https://doi.org/10.23919/acc53348.2022.9867370