A Decentralized Model-Based Fault Detection and Isolation Scheme for MVDC Shipboard Power Systems

被引:1
作者
Wang, Ting [1 ]
Liu, Wei [1 ]
Hao, Zhiguo [1 ]
机构
[1] Xi An Jiao Tong Univ, Sch Elect Engn, Xian 710049, Peoples R China
来源
IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION | 2024年 / 10卷 / 04期
基金
中国国家自然科学基金;
关键词
Circuit faults; Protection; Observers; Cables; Computational modeling; Vectors; Load modeling; DC microgrids; fault detection; fault isolation; shipboard power systems (SPSs); unknown input observers (UIOs); PROTECTION SCHEME; DC; DIAGNOSIS; LOCATION;
D O I
10.1109/TTE.2024.3468030
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Medium-voltage dc (MVdc) shipboard power systems (SPSs) exert tough challenges to existing protection techniques. To detect and isolate component faults in MVdc SPSs, this article develops a decentralized model-based method. In the proposed method, a protected MVdc SPS is partitioned into protection zones composed of power electronic converters and dc cables. For each protection zone, a bank of linear parameter varying (LPV)-unknown input observers (UIOs) is established to achieve the simultaneous detection and isolation of multiple local component faults. The proposed method solves the major limitations of model-based fault diagnosis methods in terms of computational complexity and susceptibility to flexible system topology. In the verification tests with MATLAB/Simulink and laboratory hardware, the proposed method is effective in recognizing switch failures, short circuits (SCs) in dc-link capacitors, and shunt and series faults in dc cables. Moreover, it exhibits good robustness against nonfault disturbances, measurement noises, and modeling errors.
引用
收藏
页码:7804 / 7815
页数:12
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