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RISFault Detection of Single Cell Battery Inconsistency in Electric Vehicle Based on Fireworks Algorithm Optimized Deep Belief Network
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Because the fault characteristics of inconsistent fault single battery are not obvious in the electric vehicle battery pack, it is difficult to identify the inconsistent fault. Therefore, this paper proposes an inconsistent ...
Simple and Effective Fault Diagnosis Method of Power LithiumIon Battery Based on GWADBN
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In order to improve the accuracy of battery pack inconsistency fault detection, an optimal deep belief network (DBN) single battery inconsistency fault detection model based on the gray wolf algorithm (GWA) was proposed. ...
Simple and Effective Fault Diagnosis Method of Power Lithium-Ion Battery Based on GWA-DBN
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In order to improve the accuracy of battery pack inconsistency fault detection, an optimal deep belief network (DBN) single battery inconsistency fault detection model based on the gray wolf algorithm (GWA) was proposed. ...