Fast and Accurate Classification of Time Series Data Using Extended ELM: Application in Fault Diagnosis of Air Handling Units.
Ke YanZhiwei JiHuijuan LuJing HuangWen ShenYu XuePublished in: IEEE Trans. Syst. Man Cybern. Syst. (2019)
Keyphrases
- fault diagnosis
- accurate classification
- electrical power systems
- neural network
- expert systems
- chemical process
- soft computing methods
- operating conditions
- fault detection
- monitoring and fault diagnosis
- steam turbine
- power transformers
- analog circuits
- bp neural network
- classification accuracy
- fuzzy logic
- data points
- multiple faults
- electronic equipment
- data sets
- power plant
- classification algorithm
- data fusion
- control system
- reinforcement learning
- learning algorithm
- machine learning