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.
机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
Zhejiang Univ Univ Illinois Urbana Champaign Inst, Haining 314400, Peoples R ChinaZhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
Wang, Borong
Li, Zhan
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R ChinaZhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
Li, Zhan
Bai, Zhihong
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R ChinaZhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
Bai, Zhihong
Krein, Philip T.
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
Zhejiang Univ Univ Illinois Urbana Champaign Inst, Haining 314400, Peoples R China
Univ Illinois, Urbana, IL 61801 USAZhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
Krein, Philip T.
Ma, Hao
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
Zhejiang Univ Univ Illinois Urbana Champaign Inst, Haining 314400, Peoples R ChinaZhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China