Fault detection in automated production systems based on a long short-term memory autoencoder.
Stefan WindmannTim WesterholdPublished in: Autom. (2024)
Keyphrases
- production system
- fault detection
- fault diagnosis
- industrial processes
- multistage
- condition monitoring
- recurrent neural networks
- long short term memory
- fault identification
- tennessee eastman
- production process
- failure detection
- fault detection and diagnosis
- expert systems
- robust fault detection
- fault localization
- multiprocessor architecture
- fuel cell
- markov decision
- control structure
- certainty factor
- production line
- decision making
- fault detection and isolation
- evolutionary algorithm
- complex systems
- feed forward