Condition Monitoring and Predictive Maintenance of Assets in Manufacturing Using LSTM-Autoencoders and Transformer Encoders.
Xanthi BampoulaNikolaos NikolakisKosmas AlexopoulosPublished in: Sensors (2024)
Keyphrases
- condition monitoring
- power transformers
- fault diagnosis
- denoising
- fault detection
- acoustic emission
- nuclear power plant
- fuzzy logic
- manufacturing systems
- software maintenance
- recurrent neural networks
- manufacturing processes
- video compression
- neural network
- tool wear
- machine learning
- power system
- quality control
- operating conditions
- production planning
- predictive model
- motion estimation
- decision making
- cutting tool