Research on fault tracing method of traction drive control system

Abstract Fault propagation is a common occurrence in traction drive control systems. The propagation of faults among components creates difficulties in traceability. Therefore, this paper focuses on the traction transmission control system and proposes a fault tracing method based on fault propagati...

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Main Authors: Jintian Yin, Zhilong He, Li Liu, Wu Shao, Hui Li, Dabing Sun
Format: Article
Language:English
Published: SpringerOpen 2023-11-01
Series:Journal of Engineering and Applied Science
Subjects:
Online Access:https://doi.org/10.1186/s44147-023-00313-6
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author Jintian Yin
Zhilong He
Li Liu
Wu Shao
Hui Li
Dabing Sun
author_facet Jintian Yin
Zhilong He
Li Liu
Wu Shao
Hui Li
Dabing Sun
author_sort Jintian Yin
collection DOAJ
description Abstract Fault propagation is a common occurrence in traction drive control systems. The propagation of faults among components creates difficulties in traceability. Therefore, this paper focuses on the traction transmission control system and proposes a fault tracing method based on fault propagation. First, establish a fault propagation model that includes spatiotemporal characteristics. Then, extract the fault characteristics and the time it takes for faults to propagate at various observation points throughout system operation. Finally, match the spatiotemporal characteristics of the corresponding observation points in the fault propagation model, so as to determine the fault type and location, allowing for fault traceability. The proposed method’s feasibility is verified using a system example. The effectiveness of the proposed method in the traction drive control system was verified through system examples, which can meet the requirements of rapid fault tracing and is effective for weak faults.
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spelling doaj.art-040c225aca6344489977db2bf9a0e3792023-11-26T13:27:42ZengSpringerOpenJournal of Engineering and Applied Science1110-19032536-95122023-11-0170111810.1186/s44147-023-00313-6Research on fault tracing method of traction drive control systemJintian Yin0Zhilong He1Li Liu2Wu Shao3Hui Li4Dabing Sun5School of Electrical Engineering, Shaoyang UniversitySchool of Electrical Engineering, Shaoyang UniversitySchool of Electrical Engineering, Shaoyang UniversitySchool of Electrical Engineering, Shaoyang UniversitySchool of Electrical Engineering, Shaoyang UniversitySchool of Electrical Engineering, Shaoyang UniversityAbstract Fault propagation is a common occurrence in traction drive control systems. The propagation of faults among components creates difficulties in traceability. Therefore, this paper focuses on the traction transmission control system and proposes a fault tracing method based on fault propagation. First, establish a fault propagation model that includes spatiotemporal characteristics. Then, extract the fault characteristics and the time it takes for faults to propagate at various observation points throughout system operation. Finally, match the spatiotemporal characteristics of the corresponding observation points in the fault propagation model, so as to determine the fault type and location, allowing for fault traceability. The proposed method’s feasibility is verified using a system example. The effectiveness of the proposed method in the traction drive control system was verified through system examples, which can meet the requirements of rapid fault tracing and is effective for weak faults.https://doi.org/10.1186/s44147-023-00313-6Spatiotemporal characteristicsFault propagation modelFault tracingTraction drive control system
spellingShingle Jintian Yin
Zhilong He
Li Liu
Wu Shao
Hui Li
Dabing Sun
Research on fault tracing method of traction drive control system
Journal of Engineering and Applied Science
Spatiotemporal characteristics
Fault propagation model
Fault tracing
Traction drive control system
title Research on fault tracing method of traction drive control system
title_full Research on fault tracing method of traction drive control system
title_fullStr Research on fault tracing method of traction drive control system
title_full_unstemmed Research on fault tracing method of traction drive control system
title_short Research on fault tracing method of traction drive control system
title_sort research on fault tracing method of traction drive control system
topic Spatiotemporal characteristics
Fault propagation model
Fault tracing
Traction drive control system
url https://doi.org/10.1186/s44147-023-00313-6
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AT liliu researchonfaulttracingmethodoftractiondrivecontrolsystem
AT wushao researchonfaulttracingmethodoftractiondrivecontrolsystem
AT huili researchonfaulttracingmethodoftractiondrivecontrolsystem
AT dabingsun researchonfaulttracingmethodoftractiondrivecontrolsystem