Multivariate stacked bidirectional long short term memory for lithium-ion battery health management

2022/04/01 by Reza Rouhi Ardeshiri, Ming Liu, Chengbin Ma
Engineering · #Advanced Battery Technologies Research #Advancements in Battery Materials #Reliability and Maintenance Optimization

paper · doi:10.1016/j.ress.2022.108481

openalex publication_date 2022/04/01 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/30

Citations

• Adam: A Method for Stochastic Optimization
• Long Short-Term Memory
• Bidirectional recurrent neural networks
• Remaining useful life prediction of lithium‐ion battery based on extended Kalman particle filter
• Battery Lifetime Prognostics
• A novel temporal convolutional network with residual self-attention mechanism for remaining useful life prediction of rolling bearings