In-situ fault detection for the spindle motor of CNC machines via multi-stage residual fusion convolution neural networks.
Yiming HeHua XiangHao ZhouJihong ChenPublished in: Comput. Ind. (2023)
Keyphrases
- multistage
- fault detection
- neural network
- fault diagnosis
- industrial processes
- fault identification
- condition monitoring
- production system
- lot sizing
- fuzzy logic
- failure detection
- stochastic programming
- tennessee eastman
- single stage
- dynamic programming
- fault detection and diagnosis
- stochastic optimization
- production line
- robust fault detection
- expert systems
- fault localization
- attack detection
- control system
- pattern recognition
- feed rate
- tool wear
- artificial neural networks
- fuel cell
- optimal policy
- state space
- fault isolation
- chemical process
- search space
- fault detection and isolation
- computer simulation
- soft computing