Design and Test of an LSTM-Based Algorithm for Li-Ion Batteries Remaining Useful Life Estimation.
Andrea BegniPierpaolo DiniSergio SaponaraPublished in: ApplePies (2022)
Keyphrases
- estimation algorithm
- detection algorithm
- times faster
- experimental evaluation
- high accuracy
- computational complexity
- preprocessing
- similarity measure
- cost function
- learning algorithm
- classification algorithm
- recognition algorithm
- case study
- matching algorithm
- k means
- convergence rate
- clustering method
- significant improvement
- wireless sensor networks
- theoretical analysis
- improved algorithm
- simulated annealing
- neural network
- probabilistic model
- computational cost
- optimal solution
- optimization algorithm
- estimation error
- artificial neural networks
- design process
- expectation maximization
- particle swarm optimization
- worst case
- dynamic programming