An Improved Support Vector Machine Method for Fault Diagnosis of Inter-Turn Short Circuit in PMSM with Enhanced Fault Representation

Key Points

• The aim is to enhance fault diagnosis of inter-turn short-circuit faults in PMSMs using a novel method.
• Developed a dual-layer optimization framework for fault diagnosis
• Utilized Support Vector Machine for processing
• Integrated optimization techniques for enhanced fault representation.
• Improved accuracy in diagnosing inter-turn short circuits in PMSMs
• Demonstrated better fault representation capabilities.