Distillation-enhanced fast neural architecture search method for edge-side fault diagnosis of wind turbine gearboxes
Expert Systems with Applications（2022）
摘要
•Automatic model design is sped up using a multibranch neural architecture search.•Lightweight and accurate searched models are balanced by auto-distillation.•Lightweight requirements for edge devices are met by the designed models.•The effectiveness was verified using simulated and measured cases.
更多查看译文
关键词
Fault diagnosis,Lightweight model,Knowledge distillation,Neural architecture search,Wind turbine gearboxes,Edge devices
AI 理解论文
溯源树
样例
生成溯源树，研究论文发展脉络
Chat Paper
正在生成论文摘要