AI-Assisted Bayesian Optimization of a Permanent Magnet Synchronous Motor for E-Bike Applications

Keyphrases

• Large Language Models 80%
• Retrieval-Augmented Generation 40%
• Torque Ripple 40%
• Multi-objective Topology Optimization 20%
• Artificial Hummingbird Algorithm 20%
• Optimization Loop 20%
• Torque Output 20%
• Natural Language Input 20%
• Slot Dimensions 20%
• Language Rules 20%
• Multi-stage Gearbox 20%
• Light Electric Vehicle 20%
• Model Act 20%
• Stator Slot 20%
• Design Trends 20%
• Machine Feature 20%
• Algorithm Benchmark 20%
• Motor Topology 20%
• Gaussian Process Prior 20%
• Multi-objective Artificial Hummingbird Algorithm 20%
• Buried Magnets 20%
• Pareto Region 20%
• Model-guided 20%
• Sample Efficiency 20%

Engineering

• Bayesian Optimization 100%
• torque ripple 40%
• Prior Process 20%
• Light electric vehicles 20%
• Gaussian Shape 20%