Estimation of Lithium-ion Battery Discharge Capacity by Integrating Optimized Explainable-AI and Stacked LSTM Model

Estimation of Lithium-ion Battery Discharge Capacity by Integrating Optimized Explainable-AI and Stacked LSTM Model

Accurate lithium-ion battery state of health evaluation is crucial for correctly operating and managing battery-based energy storage systems. Experimental determination is problematic in these applications since standard functioning is necessary. Machine learning techniques enable accurate and effec...

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Bibliographic Details
Main Authors: Vinay Vakharia, Milind Shah, Pranav Nair, Himanshu Borade, Pankaj Sahlot, Vishal Wankhede
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Batteries
Subjects:
Li-ion battery
explainable AI
jellyfish optimization
stacked-LSTM
GRU
Online Access:https://www.mdpi.com/2313-0105/9/2/125

Internet

https://www.mdpi.com/2313-0105/9/2/125

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