Cycle life estimation of lithium-ion polymer batteries using artificial neural network and support vector machine with time-resolved thermography.
Xunfei ZhouSheng-Jen (Tony) HsiehBo PengDaniel HsiehPublished in: Microelectron. Reliab. (2017)
Keyphrases
- using artificial neural networks
- support vector machine
- electric vehicles
- multi class
- artificial neural networks
- training data
- estimation accuracy
- feature selection
- kernel function
- neural network model
- accurate estimation
- robust estimation
- classification method
- friction coefficient
- daily life
- radial basis function
- svm classifier
- numerical simulations
- hyperplane
- estimation algorithm
- energy efficient
- parameter estimation
- decision boundary
- support vector machine svm
- k nearest neighbor
- knn
- feature space
- high classification accuracy
- support vector