Lithium-ion Battery State of Charge Estimation Method Using Optimized Deep Recurrent Neural Network Algorithm.
Molla S. Hossain LipuM. A. HannanAini HussainMohamad Hanif Md. SaadAfida AyobKashem M. MuttaqiPublished in: IAS (2019)
Keyphrases
- estimation algorithm
- high accuracy
- improved algorithm
- dynamic programming
- cost function
- estimation accuracy
- preprocessing
- computational cost
- computational complexity
- significant improvement
- optimization algorithm
- computationally efficient
- objective function
- recurrent neural networks
- detection method
- clustering method
- segmentation method
- k means
- detection algorithm
- energy function
- optimization method
- parameter estimation
- support vector machine svm
- recognition algorithm
- input data
- segmentation algorithm
- probabilistic model
- estimation process
- convergence rate
- neural network
- viterbi algorithm
- tree structure
- expectation maximization
- optimal solution
- learning algorithm
- matching algorithm
- back propagation
- neural nets
- simulated annealing
- training process
- hidden layer
- feedforward neural networks
- neural model
- genetic algorithm
- machine learning