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基于馬爾可夫的鋰電池組充電均衡控制研究
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(長(cháng)春工業(yè)大學(xué) 電氣與電子工程學(xué)院, 長(cháng)春 130012)

作者簡(jiǎn)介:

程方曉(1969-),女,副教授,工學(xué)博士,主要從事測控技術(shù)與智能系統方向的研究。[FQ)]

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中圖分類(lèi)號:

TM912

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吉林省科技發(fā)展計劃項目(20120362)。


Study of Balanced Control of Charging Lithium Batteries Based on Markov[HS)]
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(Institute of Electrical and Electronic Engineering, Changchun University of Technology, Changchun 130012,China)[JZ)]

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    摘要:

    針對動(dòng)力鋰離子電池組充電后期過(guò)程中因單體電池性能差異而造成的可用容量不均衡、使用壽命縮短等問(wèn)題,改進(jìn)了一種結構較為簡(jiǎn)單、能量轉移靈活的無(wú)損能量轉移型均衡電路;提出了基于馬爾可夫決策算法的動(dòng)力鋰電池組充電均衡控制方案,對單體電池間能量轉移方向進(jìn)行預測,決策出最優(yōu)轉移路徑;通過(guò)實(shí)驗結果分析,均衡效率、均衡效果均明顯提高,實(shí)現了動(dòng)力鋰離子電池組充電后期過(guò)程中的充電均衡,證明了該均衡電路及均衡控制方案的可行性。

    Abstract:

    A lossless energy transfer equalizer circuit which was relatively simple and flexible was improved, aimed at the problems such as the unbalanced available capacity and the shorten service life caused by the different monomer battery performance during the latter part of lithium-ion battery pack charging. What’s more, the power lithium-ion battery pack charging balance control program was proposed based on Markov decision algorithm. Use the program to predict the direction of energy transfer to between the cells and make the optimal migration path. The analysis of the experimental results indicate that the balance efficiency and the balance results were significantly improved, and charging equalizer during the latter part of lithium-ion battery pack charging was achieved. Finally, the study proved the feasibility of the equalization circuit and balance control program.

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引用本文

程方曉,王旭,李騰飛.基于馬爾可夫的鋰電池組充電均衡控制研究計算機測量與控制[J].,2014,22(6):1818-1820.

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歷史
  • 收稿日期:2014-03-17
  • 最后修改日期:2014-04-26
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  • 在線(xiàn)發(fā)布日期: 2014-11-12
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