Skip to main navigation Skip to search Skip to main content

Open-Circuit Radial Stray Magnetic Flux Density Based Noninvasive Diagnosis for Mixed Eccentricity Parameters of Interior Permanent Magnet Synchronous Motors in Electric Vehicles

  • Conggan Ma
  • , Jiaming Li*
  • , Nic Zhang
  • , Feifei Bu
  • , Zhixin Yang
  • *Corresponding author for this work
  • Harbin Institute of Technology Weihai
  • University of Macau
  • University of Bath
  • Nanjing University of Aeronautics and Astronautics

Research output: Contribution to journalArticlepeer-review

Abstract

By measuring the open-circuit radial stray magnetic flux density (RSMFD) of three spatial points, a novel diagnostic method for the eccentricity of interior permanent magnetic motors (IPMSMs) in electric vehicles is proposed. Outperforming traditional methods, the proposed method can noninvasively diagnose not only the severities of static eccentricity (SE), dynamic eccentricity (DE), and mixed eccentricity (ME), but also the eccentricity location. In this article, diagnosis results are described through three eccentricity parameters: SE ratio, DE ratio, and SE angle. First, an analytical model of the open-circuit RSMFD of the IPMSM is proposed, with its accuracy validated by experiments. The pattern of the impact of the eccentricity parameters on the open-circuit RSMFD is analyzed to form the basis of the proposed method. Then, an eccentricity prototype motor, which can continuously emulate the eccentricity according to any listed eccentricity parameters, is developed. A test rig is built to collect the open-circuit RSMFD and validate the analytical calculation results. Finally, an eccentricity diagnostic model based on the open-circuit RSMFD is established. The diagnosis results proved the noninvasiveness, effectiveness, and viability of the proposed method.

Original languageEnglish
Pages (from-to)1983-1992
Number of pages10
JournalIEEE Transactions on Industrial Electronics
Volume70
Issue number2
DOIs
StatePublished - 1 Feb 2023
Externally publishedYes

Keywords

  • Air-gap eccentricity
  • fault diagnosis
  • neural networks
  • permanent magnet motors
  • stray magnetic field

Fingerprint

Dive into the research topics of 'Open-Circuit Radial Stray Magnetic Flux Density Based Noninvasive Diagnosis for Mixed Eccentricity Parameters of Interior Permanent Magnet Synchronous Motors in Electric Vehicles'. Together they form a unique fingerprint.

Cite this