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Please use this identifier to cite or link to this item:
http://ir.ncue.edu.tw/ir/handle/987654321/11184
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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. |
| Contributors: | 電機工程系 |
| Date: | 2003-10
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| Issue Date: | 2012-06-05T06:51:55Z
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| Publisher: | IEEE |
| 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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