Remaining Useful Life Prediction of Li-Ion Battery Combining Model-Based Method with Data-Driven Algorithms.
Ziquan JiaoXingming FanYuxin ZhengXin ZhangPublished in: ISCID (2) (2019)
Keyphrases
- data driven
- computational cost
- computational complexity
- significant improvement
- theoretical analysis
- hybrid method
- experimental evaluation
- preprocessing
- high accuracy
- genetic algorithm
- recently developed
- combinatorial optimization
- synthetic data
- detection method
- computationally efficient
- probabilistic model
- neural network
- synthetic and real data sets
- cost function
- prediction model
- similarity measure
- objective function
- computational efficiency
- classification algorithm
- ensemble classifier
- model free
- prediction error
- convergence rate
- semi supervised
- segmentation method
- regression model
- pairwise
- k means
- clustering method
- optimization algorithm
- support vector machine svm
- classification accuracy