Interior permanent magnet synchronous motor drive system with machine learning-based maximum torque per ampere and flux-weakening control

Keyphrases

• Permanent Magnet Synchronous Motor System 100%
• Interior Permanent Magnet Synchronous Motor (IPMSM) 100%
• Interior Permanent Magnet Synchronous Motor Drives 100%
• Machine Learning Based 100%
• Maximum Torque per Ampere 100%
• Flux Weakening Control 100%
• Maximum Torque per Flux 100%
• Inverter 66%
• Output Voltage 66%
• Maximum Torque per Ampere Control 66%
• Control Performance 33%
• Transient Response 33%
• Temperature Variation 33%
• Control Strategy 33%
• Inductance 33%
• Complementary Sliding Mode 33%
• Maximum Output 33%
• Asymmetric Membership Function 33%
• D-q Axis 33%
• Saturation Effect 33%
• Stochastic Fuzzy Neural Networks 33%
• Speed Control 33%
• Voltage Loop 33%
• Magnetic Saturation 33%
• Constant Torque Region 33%
• Sliding Mode Speed Controller 33%
• Constant Power Region 33%
• High-performance Control 33%

Engineering

• Motor Drive 100%
• Drive System 100%
• Permanent Magnet Synchronous Motor 100%
• Learning System 100%
• Output Voltage 40%
• Inverter 40%
• Experimental Result 20%
• Speed Controller 20%
• Transient Analysis 20%
• Sliding Mode 20%
• Control Strategy 20%
• Membership Function 20%
• Control Loop 20%
• Saturation Effect 20%