Open-Circuit Fault Diagnosis for Three-Level ANPC Inverter Based on Predictive Current Vector Residual

被引:7
|
作者
Li, Guohua [1 ]
Xu, Shuai [1 ]
Sun, Zhenyao [1 ]
Yao, Chunxing [1 ]
Ren, Guanzhou [1 ]
Ma, Guangtong [1 ]
机构
[1] Southwest Jiaotong Univ, State Key Lab Rail Transit Vehicle Syst, Chengdu 610031, Peoples R China
基金
中国国家自然科学基金;
关键词
Active neutral-point-clamped inverter; fault diagnosis; model predictive control; open-circuit fault; permanent magnet synchronous motor; DATA-DRIVEN METHOD; CONVERTER; IGBT;
D O I
10.1109/TIA.2023.3310491
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This article proposes a novel open-circuit (OC) fault diagnosis method for three-level active neutral-point-clamped (3L-ANPC) inverter. This fault diagnosis method is integrated in the receding optimization of the model predictive control (MPC), where the predictive current model is built to estimate the current vector under the normal and switch OC fault-assumed conditions. The predictive current vector residual between the measured current and predictive current is utilized to distinguish the faulty switch module. Owning to the iterative optimization of the MPC, the predictive current vector residual can be calculated within each control interval, thus achieving fast online diagnosis. Besides, a count function is defined for preventing the misdiagnosis, enhancing the algorithm robustness. Simulations are conducted under different OC faults to evaluate the effectiveness of the defined diagnosis thresholds. Finally, the feasibility of the proposed method is validated experimentally on a 3L-ANPC inverter fed permanent magnet synchronous motor (PMSM) drives.
引用
收藏
页码:6837 / 6851
页数:15
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