Fault diagnosis method based on multi‐source information fusion for weak interturn short circuit in synchronous condensers

Abstract The interturn short circuit fault in rotor windings is a common fault in a synchronous condenser. Aiming at the early faults that are difficult to detect, the theory of multi‐source information fusion is applied herein for the identification of short circuit faults in the rotor windings of...

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Main Authors: Minghan Ma, Pengkang He, Yonggang Li, Hongshuo Li, Meng Jiang, Yucai Wu
Format: Article
Language:English
Published: Wiley 2021-09-01
Series:IET Electric Power Applications
Online Access:https://doi.org/10.1049/elp2.12094
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spelling doaj-aab65d4649c34f9d9da0f885b44ca37d2021-08-06T00:34:17ZengWileyIET Electric Power Applications1751-86601751-86792021-09-011591245126010.1049/elp2.12094Fault diagnosis method based on multi‐source information fusion for weak interturn short circuit in synchronous condensersMinghan Ma0Pengkang He1Yonggang Li2Hongshuo Li3Meng Jiang4Yucai Wu5School of Electrical and Electronic Engineering North China Electric Power University Baoding ChinaSchool of Electrical and Electronic Engineering North China Electric Power University Baoding ChinaSchool of Electrical and Electronic Engineering North China Electric Power University Baoding ChinaSchool of Electrical and Electronic Engineering North China Electric Power University Baoding ChinaSchool of Electrical and Electronic Engineering North China Electric Power University Baoding ChinaSchool of Electrical and Electronic Engineering North China Electric Power University Baoding ChinaAbstract The interturn short circuit fault in rotor windings is a common fault in a synchronous condenser. Aiming at the early faults that are difficult to detect, the theory of multi‐source information fusion is applied herein for the identification of short circuit faults in the rotor windings of a synchronous condenser. Firstly, a field‐circuit‐network coupling model of a synchronous condenser for high‐voltage direct current (HVDC) transmission was constructed using SIMULINK/ANSYS. The air gap magnetic flux density of the interturn short circuit regulator with a rotor winding was obtained, via co‐simulation, before and after the commutation failure in the HVDC inverter. Further, three‐dimensional models of the stator and rotor of the synchronous condenser were established using ANSYS/Workbench; the stator and rotor vibration responses of the synchronous condenser were monitored before and after the system commutation failure. Secondly, three types of evidence bodies were obtained based on the Dempster–Shafer evidence theory. The results show that the confidence level of the evidence body of each faulted component of the synchronous condenser increases, and the accuracy of fault recognition also increases upon system commutation failure. Finally, a three‐pair‐pole synchronous motor (MJF‐30‐6) was used to simulate the rated and overexcited operations of the synchronous condenser for experimental verification of the feasibility of the proposed method. This method provides a reference for the identification of weak interturn short circuit faults in synchronous condensers.https://doi.org/10.1049/elp2.12094
collection DOAJ
language English
format Article
sources DOAJ
author Minghan Ma
Pengkang He
Yonggang Li
Hongshuo Li
Meng Jiang
Yucai Wu
spellingShingle Minghan Ma
Pengkang He
Yonggang Li
Hongshuo Li
Meng Jiang
Yucai Wu
Fault diagnosis method based on multi‐source information fusion for weak interturn short circuit in synchronous condensers
IET Electric Power Applications
author_facet Minghan Ma
Pengkang He
Yonggang Li
Hongshuo Li
Meng Jiang
Yucai Wu
author_sort Minghan Ma
title Fault diagnosis method based on multi‐source information fusion for weak interturn short circuit in synchronous condensers
title_short Fault diagnosis method based on multi‐source information fusion for weak interturn short circuit in synchronous condensers
title_full Fault diagnosis method based on multi‐source information fusion for weak interturn short circuit in synchronous condensers
title_fullStr Fault diagnosis method based on multi‐source information fusion for weak interturn short circuit in synchronous condensers
title_full_unstemmed Fault diagnosis method based on multi‐source information fusion for weak interturn short circuit in synchronous condensers
title_sort fault diagnosis method based on multi‐source information fusion for weak interturn short circuit in synchronous condensers
publisher Wiley
series IET Electric Power Applications
issn 1751-8660
1751-8679
publishDate 2021-09-01
description Abstract The interturn short circuit fault in rotor windings is a common fault in a synchronous condenser. Aiming at the early faults that are difficult to detect, the theory of multi‐source information fusion is applied herein for the identification of short circuit faults in the rotor windings of a synchronous condenser. Firstly, a field‐circuit‐network coupling model of a synchronous condenser for high‐voltage direct current (HVDC) transmission was constructed using SIMULINK/ANSYS. The air gap magnetic flux density of the interturn short circuit regulator with a rotor winding was obtained, via co‐simulation, before and after the commutation failure in the HVDC inverter. Further, three‐dimensional models of the stator and rotor of the synchronous condenser were established using ANSYS/Workbench; the stator and rotor vibration responses of the synchronous condenser were monitored before and after the system commutation failure. Secondly, three types of evidence bodies were obtained based on the Dempster–Shafer evidence theory. The results show that the confidence level of the evidence body of each faulted component of the synchronous condenser increases, and the accuracy of fault recognition also increases upon system commutation failure. Finally, a three‐pair‐pole synchronous motor (MJF‐30‐6) was used to simulate the rated and overexcited operations of the synchronous condenser for experimental verification of the feasibility of the proposed method. This method provides a reference for the identification of weak interturn short circuit faults in synchronous condensers.
url https://doi.org/10.1049/elp2.12094
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