Fault Diagnosis in Three-Phase Power Inverters Using Multiple-Model Kalman Filter

被引:0
|
作者
Azizi, S. Mohsen [1 ,2 ]
机构
[1] New Jersey Inst Technol, Sch Appl Engn & Technol, Newark, NJ 07102 USA
[2] New Jersey Inst Technol, Dept Elect & Comp Engn, Newark, NJ 07102 USA
来源
2019 IEEE INTERNATIONAL ELECTRIC MACHINES & DRIVES CONFERENCE (IEMDC) | 2019年
关键词
CONVERTERS; CAPACITORS;
D O I
暂无
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
In this paper, a multiple-model Kalman tiller (MMKF) approach is utilized to design fault detection and identification (FDI) filters for three-phase power inverters with L filters. The MMKF approach has the advantage that it can be applied to both linear and nonlinear systems. The NIA/IKE-based FM filters are designed for inverter component (inductance and resistance) and current sensor faults. Simulation results for a three-phase inverter model verify the effectiveness of the proposed filters.
引用
收藏
页码:907 / 910
页数:4
相关论文
共 50 条
  • [1] Fault Diagnosis of Three-Phase PWM Inverters using Wavelet and SVM
    Kim, Dong-Eok
    Lee, Dong-Choon
    2008 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, VOLS 1-5, 2008, : 701 - 706
  • [2] Fault Diagnosis of Three-Phase PWM Inverters Using Wavelet and SVM
    Kim, Dong-Eok
    Lee, Dong-Choon
    JOURNAL OF POWER ELECTRONICS, 2009, 9 (03) : 377 - 385
  • [3] Multiple-Model Based Sensor Fault Diagnosis Using Hybrid Kalman Filter Approach for Nonlinear Gas Turbine Engines
    Pourbabaee, Bahareh
    Meskin, Nader
    Khorasani, Khashayar
    2013 AMERICAN CONTROL CONFERENCE (ACC), 2013, : 4717 - 4723
  • [4] Square Root Unscented Kalman Filter-Based Multiple-Model Fault Diagnosis of PEM Fuel Cells
    Allam, Abdulrahman
    Mangold, Michael
    Zhang, Ping
    SENSORS, 2025, 25 (01)
  • [5] Condition monitoring for three-phase inverters with the Derivative-free nonlinear Kalman Filter
    Rigatos, G.
    Serpanos, D.
    Siadimas, V.
    Siano, Pierluigi
    Abbaszadeh, Masoud
    PROCEEDINGS OF 2019 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES EUROPE (ISGT-EUROPE), 2019,
  • [6] Three-Phase PWM Inverters with Three-Phase Output Transformer and Three-Phase Filter Inductor
    Li, Zixin
    Li, Yaohua
    Wang, Ping
    Zhu, Haibin
    Gao, Fanqiang
    ICEMS 2008: PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS 1- 8, 2008, : 1116 - 1121
  • [7] A survey of IGBT fault diagnostic methods for three-phase power inverters
    Lu, Bin
    Sharma, Santosh
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON CONDITION MONITORING AND DIAGNOSIS, 2007, : 756 - +
  • [8] Open-Circuit Fault Diagnosis Based on the Filter Inductor Voltage for Single- and Three-Phase Inverters
    Pei, Xuebing
    PROCEEDINGS OF THE 2015 INTERNATIONAL POWER, ELECTRONICS AND MATERIALS ENGINEERING CONFERENCE, 2015, 17 : 327 - 333
  • [9] DEVELOPMENT OF HARDWARE AND SOFTWARE FOR THREE-PHASE POWER QUALITY DISTURBANCES DETECTION, CLASSIFICATION AND DIAGNOSIS USING KALMAN FILTER THEORY
    Carniato, Alexandre A.
    Godoy, Ruben B.
    Pinto, Joao Onofre P.
    2009 BRAZILIAN POWER ELECTRONICS CONFERENCE, VOLS 1 AND 2, 2009, : 909 - 915
  • [10] Multiple-model adaptive estimation using a residual correlation Kalman Filter Bank
    Hanlon, Peter D.
    Maybeck, Peter S.
    Proceedings of the IEEE Conference on Decision and Control, 1998, 4 : 4494 - 4495