A Self-Diagnostic Method for Automobile Faults in Multiple Working Conditions Based on SOM-BPNN.
Zhou ZhouXin ChengHui ChangJingmei ZhouXiangmo ZhaoPublished in: Comput. Intell. Neurosci. (2021)
Keyphrases
- experimental evaluation
- high precision
- high accuracy
- segmentation method
- pairwise
- dynamic programming
- detection method
- unsupervised learning
- input data
- probabilistic model
- computational cost
- fault diagnosis
- k means
- model based diagnosis
- similarity measure
- back propagation neural network
- self organizing maps
- classification method
- support vector machine svm
- significant improvement
- control system
- artificial neural networks
- feature space
- preprocessing
- computational complexity