A Comprehensive Fault Detection and Isolation Method for DC Microgrids Using Reduced-Order Unknown Input Observers

被引:3
作者
Wang, Ting [1 ]
Liang, Liliuyuan [2 ]
Hao, Zhiguo [3 ]
Monti, Antonello [4 ]
Ponci, Ferdinanda [4 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Nanyang 639798, Singapore
[2] Contemporary Amperex Technol Co Ltd CATL, Ningde 352100, Peoples R China
[3] Xi An Jiao Tong Univ, Sch Elect Engn, Xian 710049, Peoples R China
[4] Rhein Westfal TH Aachen, Inst Automat Complex Power Syst, EON Energy Res Ctr, D-52074 Aachen, Germany
基金
中国国家自然科学基金;
关键词
Microgrids; Circuit faults; Observers; Power electronics; Switches; Mathematical models; Load modeling; dc microgrids; fault detection; fault isolation; protection; reduced-order unknown input observers; PROTECTION SCHEME; DIFFERENTIAL PROTECTION; BUCK CONVERTER; DIAGNOSIS; DESIGN; COMMUNICATION; TRANSFORM; FAILURE;
D O I
10.1109/TPWRD.2023.3274123
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
Fault diagnosis is of critical importance to the safety of power electronic devices in dc microgrids. To detect and isolate different component faults in dc microgrids, this paper introduces a comprehensive protection scheme using reduced-order unknown input observers (ROUIOs). As opposed to conventional protection strategies, the proposed method provides a centralized fault detection and isolation (FDI) solution for dc microgrids that covers multiple faults occurring in different components in a unified process. Moreover, it reduces the complexity of observer model and relaxes the requirements of measurement signals compared with existing observer-based FDI methods for dc microgrids. To this end, the state-space model of a multi-terminal dc microgrid with different faults is first established. On this basis, a bank of ROUIOs are designed with the aim of classifying different component faults in the system. At last, the performance of the proposed FDI method is verified through numerical simulations with MATLAB/Simulink and hardware tests. Test results show that the proposed method can accurately detect and isolate different component faults in dc microgrids in a short response time of 1 ms.
引用
收藏
页码:479 / 495
页数:17
相关论文
共 57 条
[1]  
[Anonymous], 2012, Robust model-based fault diagnosis for dynamic systems
[2]  
Augustine S., 2018, DC Microgrid Protection: Review and Challenges
[3]   An Observer-Based Diagnosis Scheme for Single and Simultaneous Open-Switch Faults in Induction Motor Drives [J].
Campos-Delgado, D. U. ;
Espinoza-Trejo, D. R. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (02) :671-679
[4]   Design of unknown input observers and robust fault detection filters [J].
Chen, J ;
Patton, RJ ;
Zhang, HY .
INTERNATIONAL JOURNAL OF CONTROL, 1996, 63 (01) :85-105
[5]  
CISCO, 2007, Tech. Rep.
[6]  
Dahale S, 2017, 2017 7TH INTERNATIONAL CONFERENCE ON POWER SYSTEMS (ICPS), P410, DOI 10.1109/ICPES.2017.8387329
[7]   Fault Detection and Location of Photovoltaic Based DC Microgrid Using Differential Protection Strategy [J].
Dhar, Snehamoy ;
Patnaik, R. K. ;
Dash, P. K. .
IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (05) :4303-4312
[8]  
Ding SX, 2003, 42ND IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-6, PROCEEDINGS, P469
[9]   Fault Detection and Isolation Filters for Three-Phase AC-DC Power Electronics Systems [J].
Ding, Xiangyu ;
Poon, Jason ;
Celanovic, Ivan ;
Dominguez-Garcia, Alejandro D. .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2013, 60 (04) :1038-1051
[10]  
Dragicevic T., 2018, 600 DISTRIBUTION SYS