A Combined Data-Driven and Model-Based Algorithm for Accurate Battery Thermal Runaway Warning.
Qingyang ChenYinghui HeNengjie FangGuanding YuPublished in: Sensors (2024)
Keyphrases
- data driven
- high accuracy
- learning algorithm
- significant improvement
- experimental evaluation
- dynamic programming
- preprocessing
- k means
- computationally efficient
- similarity measure
- single pass
- detection algorithm
- expectation maximization
- linear programming
- np hard
- theoretical analysis
- high quality
- times faster
- matching algorithm
- objective function
- optimal solution
- computational complexity
- cost function
- worst case
- hidden markov models
- feature space
- lower bound
- simulated annealing
- optimization algorithm
- least squares
- probabilistic model
- memory requirements
- convergence rate
- selection algorithm
- improved algorithm
- estimation algorithm