Finite-sensor fault-diagnosis simulation study of gas turbine engine using information entropy and deep belief networks.
De-long FengMing-qing XiaoYingxi LiuHaifang SongZhao YangZewen HuPublished in: Frontiers Inf. Technol. Electron. Eng. (2016)
Keyphrases
- simulation study
- gas turbine
- information entropy
- fault diagnosis
- deep belief networks
- deep learning
- neural network
- unsupervised learning
- fault tree
- fault detection
- rough sets
- restricted boltzmann machine
- expert systems
- rough set theory
- bp neural network
- monte carlo
- operating conditions
- probabilistic model
- fuzzy logic
- rbf neural network
- decision table
- power plant
- real time
- decision rules
- attribute values
- condition monitoring
- conditional random fields
- machine learning