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A Improved Condition Monitoring Method for Winding Insulation in Inverter-Fed Motor Using Matrix Pencil Method

  • Dayong Zheng*
  • , Shaopeng Wu
  • , Geye Lu
  • , Yifu Ren
  • , Wei Liu
  • , Pinjia Zhang
  • *Corresponding author for this work
  • Tsinghua University
  • School of Electrical Engineering and Automation, Harbin Institute of Technology
  • Beijing Jiaotong University

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

Abstract

The degradation speed of winding insulation in inverter-fed motors is accelerated due to high dv/dt voltage and overvoltage at the terminal. Therefore, many online monitoring methods are proposed based on current-measurement. However, high accuracy current sensors are needed for this application because the change caused by insulation degradation is minor. In addition, the large load current also affects the accuracy of online monitoring. The authors proposed a quasi-online monitoring method based on transient voltage response to solve this problem. In this method, the inverter injects a surge voltage into the winding and the voltage responses at the other terminals of winding are measured when the motor is at stand-still mode. In this paper, a new scenario is considered when asymmetrical aging happens in stator winding, while the existing method only considers symmetrical scenario. The matrix pencil method is also proposed in extracting the features in response, which is more accurate and lower demand for sampling equipment compared to the existing method. The experimental results prove that the proposed method can detect the insulation degradation in high accuracy.

Original languageEnglish
Title of host publication2025 IEEE 8th International Electrical and Energy Conference, CIEEC 2025
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2304-2309
Number of pages6
ISBN (Electronic)9798331542979
DOIs
StatePublished - 2025
Externally publishedYes
Event8th IEEE International Electrical and Energy Conference, CIEEC 2025 - Changsha, China
Duration: 16 May 202518 May 2025

Publication series

Name2025 IEEE 8th International Electrical and Energy Conference, CIEEC 2025

Conference

Conference8th IEEE International Electrical and Energy Conference, CIEEC 2025
Country/TerritoryChina
CityChangsha
Period16/05/2518/05/25

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • condition monitoring
  • inverter-fed motor
  • matrix pencil method
  • winding insulation

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