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|Title: ||A study of Li-ion battery charge forecasting using Grey theory|
|Authors: ||Chen, Liang‐Rui;Lin, C. H.;Hsu, R. C.;Ku, B. G.;Liu, C. S.|
|Issue Date: ||2012-06-05T06:51:55Z
|Abstract: ||In this paper, a study of Li-ion battery charge forecasting using Grey theory is presented. A test-bench system for the battery charge forecasting is designed and built. Using this testbench system, the charge condition for charging Li-ion battery can he easily set and the data of the charged Li-ion battery can he obtained, simultaneously. Experimental results show that the GM(1,l) model can actually predict the Li-ion battery voltage|
curve when its sampling period is smaller than the safe sampling period. How the safe sampling period determined is presented, and a mathematical formula is for determining the safe sampling period successfully obtained in this paper. Finally, a test example is implemented to assess this proposed Li-ion battery charging forecast method. The experimental results are very attractive as theory predicts.
|Relation: ||IEEE INTELEC, Oct. 23, 2003: 745-749|
|Appears in Collections:||[電機工程學系] 會議論文|
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