Application of Whale Optimization Algorithm in the Optimization of Lithium Battery Parameters

In this study, the Whale Optimization Algorithm (WOA) is used to identity the parameters of Lithium iron phosphate batteries. The main objective of the research is to calculate the theoretical internal parameters of the lithium battery by leveraging on the algorithm's global search capability. By using such a method, one will be able to obtain a highly accurate reading of the battery’s electrochemical parameters without disassemble the battery or conduct any form of special analysis on its internal components.