FAULT DIAGNOSIS OF TURN-TO-TURN SHORT CIRCUIT IN FIELD WINDING OF AIRCRAFT BRUSHLESS EXCITER

Ting Wang, Xiaobin Zhang, Zhaohui Gao, Yufeng Wang, Weilin Li

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

As the core component of an aircraft generator, the health of brushless exciter is critical to high-quality generation and flight safety. Its stator field winding is prone to insulation deterioration under various stresses, leading to turn-to-turn short-circuit (TTSC) fault. Diagnosing this type of fault, especially in the early stage, can greatly enhance the safety and reliability of aircraft generators. In this paper, on the basis of analysing the effect of field winding TTSC on field current, a fault diagnosis method based on the mean and fractional harmonics of field current was proposed, which is verified on the exciter model. The correlation analysis between different degrees of TTSC and fault features was discussed, which leads to the selection of the optimal fault characteristics for fault diagnosis. The results show that the selection of mean and 150 Hz harmonics as fault features can effectively reduce the support vector machine fault diagnosis time while ensuring diagnostic accuracy. This non-intrusive fault diagnosis method has good application value in engineering.

Original languageEnglish
Title of host publicationCSAA/IET International Conference on Aircraft Utility Systems, AUS 2024
PublisherInstitution of Engineering and Technology
Pages2291-2296
Number of pages6
Volume2024
Edition13
ISBN (Electronic)9781837240852, 9781837241217, 9781837241224, 9781837241484, 9781837241521, 9781837241552, 9781837241842, 9781837241880, 9781837241910, 9781837241927, 9781837241958, 9781837241989, 9781837242108, 9781837242115, 9781837242139, 9781837242153, 9781837242160, 9781837242177, 9781837242252, 9781837242405, 9781837242412, 9781837242535, 9781837242672
DOIs
StatePublished - 2024
Event2024 CSAA/IET International Conference on Aircraft Utility Systems, AUS 2024 - Xi�an, China
Duration: 16 Aug 202419 Aug 2024

Conference

Conference2024 CSAA/IET International Conference on Aircraft Utility Systems, AUS 2024
Country/TerritoryChina
CityXi�an
Period16/08/2419/08/24

Keywords

  • BRUSHLESS EXCITER
  • FEATURE SELECTION
  • FIELD CURRENT
  • SHORT CIRCUIT

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