State of Health Estimation of Li-ion Batteries Based on GWO-LSSVM

The algorithms currently applied to state of health(SOH) estimation require numerous data samples for training and the estimation effect is not good. To address this issue, this study proposed a least-squares support vector machine(LSSVM) algorithm based on the grey wolf optimization(GWO) algorithm...

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Bibliographic Details
Main Authors: Ju-chen LI, Yu-li HU, Jian GAO, Li-teng ZENG, Yi ZHENG, Wen-shuai DAI
Format: Article
Language:zho
Published: Science Press (China) 2022-10-01
Series:水下无人系统学报
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Online Access:https://sxwrxtxb.xml-journal.net/cn/article/doi/10.11993/j.issn.2096-3920.202109007
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