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State of Charge Prediction for Electric Loader Battery Based on Extreme Learning Machine

In order to accurately predict the state of charge (SOC) of electric loader battery, a multi-strategy improved dung beetle optimization algorithm (MIDBO) is proposed to optimize the SOC prediction method of the extreme learning machine (ELM). Firstly, principal component analysis (PCA) is used to sc...

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Autori principali: Wei Ding, Fumin Zou, Jishun Liu, Cheng Zhang
Natura: Artigo
Lingua:Inglês
Pubblicazione: IEEE 2025-01-01
Serie:IEEE Access
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Accesso online:https://ieeexplore.ieee.org/document/10802910/
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