Hybrid Continuous Density Hmm-Based Ensemble Neural Networks for Sensor Fault Detection and Classification in Wireless Sensor Network.
Malathy EmperumanSrimathi ChandrasekaranPublished in: Sensors (2020)
Keyphrases
- fault detection
- neural network
- fault diagnosis
- pattern recognition
- wireless sensor networks
- industrial processes
- fault identification
- fault detection and diagnosis
- sensor networks
- condition monitoring
- feature selection
- tennessee eastman
- decision trees
- multi layer perceptron
- hidden markov models
- feature extraction
- failure detection
- ensemble classifier
- classification accuracy
- fuzzy logic
- ensemble methods
- classifier ensemble
- fuel cell
- fault detection and isolation
- robust fault detection
- ensemble learning
- sensor data
- training set
- machine learning
- weak learners
- constraint satisfaction
- computer simulation
- training data
- real time