Presentation | 2018-11-13 A Study of Degradation Diagnosis of Lithium-ion Battery Using Neural Networks Masahito Arima, Lei Lin, Masahiro Fukui, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | The battery aggregation of lithium-ion battery is studied in order to solve the problem of output fluctuation and time maldistribution of renewable battery, for example, photovoltaic energy. It is necessary for the operational economic efficiency of lithium-ion battery to predict the charge-discharge energy by degradation diagnosis. In this study, we investigated the method of degradation diagnosis using neural networks and decrease the number of the charge-discharge times which needs to be carried out in advance. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Lithium-ion battery / Charge-discharge curve / degradation diagnosis / Econimic efficiency prediction |
Paper # | CAS2018-73,MSS2018-49 |
Date of Issue | 2018-11-05 (CAS, MSS) |
Conference Information | |
Committee | MSS / CAS / IPSJ-AL |
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Conference Date | 2018/11/12(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Morikazu Nakamura(Univ. of Ryukyus) / Hideaki Okazaki(Shonan Inst. of Tech.) |
Vice Chair | Shigemasa Takai(Osaka Univ.) / Taizo Yamawaki(Hitachi) |
Secretary | Shigemasa Takai(Toshiba) / Taizo Yamawaki(Osaka Univ.) / (Shonan Inst. of Tech.) |
Assistant | Hideki Kinjo(Okinawa Univ.) / Motoi Yamaguchi(Renesas Electronics) |
Paper Information | |
Registration To | Technical Committee on Mathematical Systems Science and its applications / Technical Committee on Circuits and Systems / Special Interest Group on Algorithms |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | A Study of Degradation Diagnosis of Lithium-ion Battery Using Neural Networks |
Sub Title (in English) | |
Keyword(1) | Lithium-ion battery |
Keyword(2) | Charge-discharge curve |
Keyword(3) | degradation diagnosis |
Keyword(4) | Econimic efficiency prediction |
1st Author's Name | Masahito Arima |
1st Author's Affiliation | Ritsumeikan University(Ritsumeikan Univ.) |
2nd Author's Name | Lei Lin |
2nd Author's Affiliation | Ritsumeikan University(Ritsumeikan Univ.) |
3rd Author's Name | Masahiro Fukui |
3rd Author's Affiliation | Ritsumeikan University(Ritsumeikan Univ.) |
Date | 2018-11-13 |
Paper # | CAS2018-73,MSS2018-49 |
Volume (vol) | vol.118 |
Number (no) | CAS-295,MSS-296 |
Page | pp.pp.111-114(CAS), pp.111-114(MSS), |
#Pages | 4 |
Date of Issue | 2018-11-05 (CAS, MSS) |