Wind Turbine Condition Monitoring Based on Improved Active Learning Strategy and KNN Algorithm.
Chengjia BaoTianyi ZhangZhixi HuWangjing FengRu LiuPublished in: IEEE Access (2023)
Keyphrases
- learning strategies
- condition monitoring
- knn algorithm
- fault diagnosis
- wind turbine
- knn
- k nearest neighbor
- online learning
- fault detection
- active learning
- nuclear power plant
- acoustic emission
- wind speed
- wind farm
- power transformers
- k nearest neighbour
- neural network
- management system
- expert systems
- tool wear
- operating conditions
- vibration signal
- feature space
- knowledge base
- artificial intelligence