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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Daehyun Kim Taedong Goh Minjun Park Minhwan Seo Sang Woo Kim |
| Copyright Year | 2015 |
| Description | Author affiliation: Dept. of Electr. Eng., Pohang Univ. of Sci. & Technol., Pohang, South Korea (Daehyun Kim; Minjun Park; Minhwan Seo; Sang Woo Kim) || Dept. of Creative IT Excellence Eng. & Future IT Innovation Lab., Pohang Univ. of Sci. & Technol., Pohang, South Korea (Taedong Goh) |
| Abstract | The battery performance is gradually decreased over its cycle life as a result of capacity loss. This paper proposes a capacity forecasting method of lithium-ion battery pack using a grey predictor. In this method, the forecasted capacity of battery pack is obtained from the previous four measured capacity data. The prediction performance of the proposed method is verified through a comparison with the prediction results from the curve-fitting based method. The experimental results show that the proposed method can accurately predict a one-step-ahead capacity value even with a small number of data. |
| Starting Page | 1010 |
| Ending Page | 1012 |
| File Size | 598320 |
| Page Count | 3 |
| File Format | |
| ISSN | 20937121 |
| e-ISBN | 9788993215083 |
| DOI | 10.1109/ICCAS.2015.7364793 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2015-10-13 |
| Publisher Place | South Korea |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Control, Robotics and Systems - ICROS |
| Subject Keyword | Lithium-ion batteries capacity prediction grey predictor Instruments Fitting Estimation Yttrium Monitoring |
| Content Type | Text |
| Resource Type | Article |
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