Feature Extraction of Uniform Demagnetization Faults Based on Joint Simulation
This paper investigates the uniform demagnetization fault of permanent magnet synchronous motors through joint simulation. The joint simulation is built by Ansys Electronics Desktop and Simulink, which can simulate the finite element model of the motor with control methods. In Ansys Electronics Desktop, the average value of the dq axis inductance of the motor is calculated through a finite element model. In Simulink, a sliding mode observer was used to estimate the back electromotive force and rotational speed. The estimated rotational speed value was compared with the simulated rotational speed value, verifying the accuracy of the sliding mode observer. According to the simulation results, two types of fault features were extracted separately in transient and steady-state conditions.
Authors
- Fan Zhang (ORCID: https://orcid.org/0000-0001-8424-1909)
- Gang Niu (ORCID: https://orcid.org/0000-0002-3490-9867)
Institutions
- Tongji University (CN)
Publication Details
- Published
- 2024-10-11
- DOI
- https://doi.org/10.1109/phm-beijing63284.2024.10874477
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00