航空用蓄电池容量预则的新方法

来源 :蓄电池 | 被引量 : 0次 | 上传用户：cherrydarling

【摘要】

：

研究了预测蓄电池容量的一种新方法.为有效预测航空用蓄电池的剩余容量,引入小波神经网络,建立了蓄电池内阻和荷电状态(SOC)的小波网络模型,通过实验数据对小波网络模型进行

【作者】

：

刘勇智刘聪王海波

【机构】

：

空军工程大学工程学院

【出处】

：

蓄电池

【发表日期】

：

2004年期

【关键词】

：

航空用蓄电池内阻荷电状态小波神经网络

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研究了预测蓄电池容量的一种新方法.为有效预测航空用蓄电池的剩余容量,引入小波神经网络,建立了蓄电池内阻和荷电状态(SOC)的小波网络模型,通过实验数据对小波网络模型进行训练,得到了用于内阻和SOC预测的小波网络,最后将小波网络的预测结果和BP网络的预测结果进行对比,结果表明小波网络比BP的预测精度高,更适合用于航空用蓄电池容量的预测.

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航空用蓄电池容量预则的新方法

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