| Presentation | 2020-03-05 Non-Negative Matirx Factrization for 2D-XAS Images of Lithium Ion Batteries Hiroki Tanimoto, Masaishiro Mizumaki, Yoshiki Seno, Ichiro Akai, Toru Aonishi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Lithium ion batteries used in a wide variety of fields such as mobile devices and electric vehicles, and their performance demanded to be improved. Lithium ion batteries have a spatially non-uniform reaction during charging and discharging. The non-uniform spatial structure and its physical properties are not completly understood. Therefore, in this presentation, applying non-negative matrix factorization (NMF) to the Co-K edge 2D-XAS images of the lithium ion batteries, we will decompose the images into spatial components and their corresponding absorption spectra, and examine whether they can be physically interpreted. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | 2D-XAS / Non-Negative Matrix Factrization / k-means clustering / Imaging |
| Paper # | NC2019-95 |
| Date of Issue | 2020-02-26 (NC) |
| Conference Information | |
| Committee | NC / MBE |
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| Conference Date | 2020/3/4(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | University of Electro Communications |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Neuro Computing, Medical Engineering, etc. |
| Chair | Hayaru Shouno(UEC) / Taishin Nomura(Osaka Univ.) |
| Vice Chair | Kazuyuki Samejima(Tamagawa Univ) / Takashi Watanabe(Tohoku Univ.) |
| Secretary | Kazuyuki Samejima(NAIST) / Takashi Watanabe(NTT) |
| Assistant | Takashi Shinozaki(NICT) / Ken Takiyama(TUAT) / Yasuyuki Suzuki(Osaka Univ.) / Akihiro Karashima(Tohoku Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Neurocomputing / Technical Committee on ME and Bio Cybernetics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Non-Negative Matirx Factrization for 2D-XAS Images of Lithium Ion Batteries |
| Sub Title (in English) | |
| Keyword(1) | 2D-XAS |
| Keyword(2) | Non-Negative Matrix Factrization |
| Keyword(3) | k-means clustering |
| Keyword(4) | Imaging |
| 1st Author's Name | Hiroki Tanimoto |
| 1st Author's Affiliation | Tokyo Institite of Technology(Tokyo Tech) |
| 2nd Author's Name | Masaishiro Mizumaki |
| 2nd Author's Affiliation | Japan Synchrotron Radiation Research Institute(JASRI) |
| 3rd Author's Name | Yoshiki Seno |
| 3rd Author's Affiliation | Saga prefectural regional industry support center(Saga prefectural regional industry support center) |
| 4th Author's Name | Ichiro Akai |
| 4th Author's Affiliation | Kumamoto University(Kumamoto Univ.) |
| 5th Author's Name | Toru Aonishi |
| 5th Author's Affiliation | Tokyo Institite of Technology(Tokyo Tech) |
| Date | 2020-03-05 |
| Paper # | NC2019-95 |
| Volume (vol) | vol.119 |
| Number (no) | NC-453 |
| Page | pp.pp.113-118(NC), |
| #Pages | 6 |
| Date of Issue | 2020-02-26 (NC) |