BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration.
Jing-Xiao LiaoSheng-Lai WeiChen-Long XieTieyong ZengJinwei SunShiping ZhangXiaoge ZhangFeng-Lei FanPublished in: CoRR (2023)
Keyphrases
- lightweight
- fault diagnosis
- expert systems
- monitoring and fault diagnosis
- communication infrastructure
- wireless sensor networks
- neural network
- fault detection
- bp neural network
- operating conditions
- chemical process
- fuzzy logic
- multiple faults
- gas turbine
- condition monitoring
- fault detection and diagnosis
- power transformers
- electronic equipment
- dos attacks
- knowledge base
- rbf neural network
- rotating machinery
- industrial systems
- real time
- fault identification
- network traffic
- multi sensor information fusion
- low cost
- machine learning
- analog circuits
- artificial intelligence
- communication networks
- quality of service
- intrusion detection