Fault diagnosis;
Residual current vector;
Motor drive system;
VOLTAGE-SOURCE INVERTERS;
SCHEME;
D O I:
10.1007/s43236-024-00915-0
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 response to the shortcomings of traditional fault diagnosis methods such as low detection efficiency and susceptibility to external interference, this paper proposes an open-circuit fault diagnosis method for motor drive systems based on the robust current residual vector (RCRV). First, the motor drive system, which is a hybrid system composed of discrete switching signals and continuous current states, and the output current mathematical model of the system are established. Second, different fault models are obtained based on the changes in the current state for single tube, double tube in the same phase, and double tube in the different phases. Then, the current is estimated according to the fault model, the ABC current is converted to d-q current, and the d-q residual is generated with an ideal current. When a fault occurs in the drive system, the d-q-RCRV between the estimator and the plant displays the characteristic amplitude and phase, achieving fault localization. Finally, simulation and experimental results show that the proposed method can detect various fault types efficiently, improving the reliability and robustness of the system under strong interference environments.
机构:
Cent S Univ, Sch Informat Sci & Engn, Changsha 410075, Hunan, Peoples R ChinaCent S Univ, Sch Informat Sci & Engn, Changsha 410075, Hunan, Peoples R China
Wu, Xun
Tian, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Cent S Univ, Sch Informat Sci & Engn, Changsha 410075, Hunan, Peoples R ChinaCent S Univ, Sch Informat Sci & Engn, Changsha 410075, Hunan, Peoples R China
Tian, Rui
Cheng, Shu
论文数: 0引用数: 0
h-index: 0
机构:
Cent S Univ, Sch Traff & Transportat Engn, Changsha 410075, Hunan, Peoples R ChinaCent S Univ, Sch Informat Sci & Engn, Changsha 410075, Hunan, Peoples R China
Cheng, Shu
Chen, Tefang
论文数: 0引用数: 0
h-index: 0
机构:
Cent S Univ, Sch Traff & Transportat Engn, Changsha 410075, Hunan, Peoples R ChinaCent S Univ, Sch Informat Sci & Engn, Changsha 410075, Hunan, Peoples R China
Chen, Tefang
Tong, Li
论文数: 0引用数: 0
h-index: 0
机构:
China Acad Railway Sci, Locomot Car Res Inst, Beijing 100081, Peoples R ChinaCent S Univ, Sch Informat Sci & Engn, Changsha 410075, Hunan, Peoples R China
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R China
Xue, Z. Y.
Xiahou, K. S.
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R China
Xiahou, K. S.
Li, M. S.
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R China
Li, M. S.
Ji, T. Y.
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R China
Ji, T. Y.
Wu, Q. H.
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R China
机构:
Univ Nottingham Ningbo China, Power Elect Machines & Control Grp, Ningbo 315000, Zhejiang, Peoples R ChinaUniv Nottingham Ningbo China, Power Elect Machines & Control Grp, Ningbo 315000, Zhejiang, Peoples R China
Yan, Hao
Xu, Yongxiang
论文数: 0引用数: 0
h-index: 0
机构:
Harbin Inst Technol, Sch Elect Engn, Harbin 150001, Heilongjiang, Peoples R ChinaUniv Nottingham Ningbo China, Power Elect Machines & Control Grp, Ningbo 315000, Zhejiang, Peoples R China
Xu, Yongxiang
Zou, Jibin
论文数: 0引用数: 0
h-index: 0
机构:
Harbin Inst Technol, Sch Elect Engn, Harbin 150001, Heilongjiang, Peoples R ChinaUniv Nottingham Ningbo China, Power Elect Machines & Control Grp, Ningbo 315000, Zhejiang, Peoples R China
Zou, Jibin
Fang, Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Harbin Inst Technol, Sch Elect Engn, Harbin 150001, Heilongjiang, Peoples R ChinaUniv Nottingham Ningbo China, Power Elect Machines & Control Grp, Ningbo 315000, Zhejiang, Peoples R China
Fang, Yuan
Cai, Feiyang
论文数: 0引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Dept Elect Engn & Comp Sci, Nashville, TN 37205 USAUniv Nottingham Ningbo China, Power Elect Machines & Control Grp, Ningbo 315000, Zhejiang, Peoples R China
[20]
Ying Liu, 2020, 2020 11th International Conference on Prognostics and System Health Management (PHM-2020 Jinan), P456, DOI 10.1109/PHM-Jinan48558.2020.00088
机构:
Cent S Univ, Sch Informat Sci & Engn, Changsha 410075, Hunan, Peoples R ChinaCent S Univ, Sch Informat Sci & Engn, Changsha 410075, Hunan, Peoples R China
Wu, Xun
Tian, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Cent S Univ, Sch Informat Sci & Engn, Changsha 410075, Hunan, Peoples R ChinaCent S Univ, Sch Informat Sci & Engn, Changsha 410075, Hunan, Peoples R China
Tian, Rui
Cheng, Shu
论文数: 0引用数: 0
h-index: 0
机构:
Cent S Univ, Sch Traff & Transportat Engn, Changsha 410075, Hunan, Peoples R ChinaCent S Univ, Sch Informat Sci & Engn, Changsha 410075, Hunan, Peoples R China
Cheng, Shu
Chen, Tefang
论文数: 0引用数: 0
h-index: 0
机构:
Cent S Univ, Sch Traff & Transportat Engn, Changsha 410075, Hunan, Peoples R ChinaCent S Univ, Sch Informat Sci & Engn, Changsha 410075, Hunan, Peoples R China
Chen, Tefang
Tong, Li
论文数: 0引用数: 0
h-index: 0
机构:
China Acad Railway Sci, Locomot Car Res Inst, Beijing 100081, Peoples R ChinaCent S Univ, Sch Informat Sci & Engn, Changsha 410075, Hunan, Peoples R China
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R China
Xue, Z. Y.
Xiahou, K. S.
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R China
Xiahou, K. S.
Li, M. S.
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R China
Li, M. S.
Ji, T. Y.
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R China
Ji, T. Y.
Wu, Q. H.
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510630, Peoples R China
机构:
Univ Nottingham Ningbo China, Power Elect Machines & Control Grp, Ningbo 315000, Zhejiang, Peoples R ChinaUniv Nottingham Ningbo China, Power Elect Machines & Control Grp, Ningbo 315000, Zhejiang, Peoples R China
Yan, Hao
Xu, Yongxiang
论文数: 0引用数: 0
h-index: 0
机构:
Harbin Inst Technol, Sch Elect Engn, Harbin 150001, Heilongjiang, Peoples R ChinaUniv Nottingham Ningbo China, Power Elect Machines & Control Grp, Ningbo 315000, Zhejiang, Peoples R China
Xu, Yongxiang
Zou, Jibin
论文数: 0引用数: 0
h-index: 0
机构:
Harbin Inst Technol, Sch Elect Engn, Harbin 150001, Heilongjiang, Peoples R ChinaUniv Nottingham Ningbo China, Power Elect Machines & Control Grp, Ningbo 315000, Zhejiang, Peoples R China
Zou, Jibin
Fang, Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Harbin Inst Technol, Sch Elect Engn, Harbin 150001, Heilongjiang, Peoples R ChinaUniv Nottingham Ningbo China, Power Elect Machines & Control Grp, Ningbo 315000, Zhejiang, Peoples R China
Fang, Yuan
Cai, Feiyang
论文数: 0引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Dept Elect Engn & Comp Sci, Nashville, TN 37205 USAUniv Nottingham Ningbo China, Power Elect Machines & Control Grp, Ningbo 315000, Zhejiang, Peoples R China
[20]
Ying Liu, 2020, 2020 11th International Conference on Prognostics and System Health Management (PHM-2020 Jinan), P456, DOI 10.1109/PHM-Jinan48558.2020.00088