RUL Prediction of Lithium-ion Batteries using a Federated and Homomorphically Encrypted Learning Method.
Víctor LópezOscar Fontenla-RomeroElena Hernández-PereiraBertha Guijarro-BerdiñasCarlos Blanco-SeijoSamuel Fernandez-PazPublished in: SAC (2024)
Keyphrases
- prior knowledge
- learning scheme
- learning process
- high precision
- unsupervised learning
- preprocessing
- detection method
- high accuracy
- learning algorithm
- learning mechanism
- training process
- classification method
- synthetic data
- clustering method
- segmentation algorithm
- computational cost
- experimental evaluation
- cost function
- active learning
- objective function
- similarity measure
- online learning
- support vector machine
- prediction model
- neural nets
- prediction error
- reinforcement learning
- predictive model
- genetic algorithm