Presentation | 2019-05-29 [Poster Presentation] Vibration time series analysis using persistent homology Koki Terauchi, Kazunori Hayashi, Jing Di, Yoji Okada, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In this research, in order to diagnose a failure of consumable parts of a rotating machine by using vibration time series data obtained from acceleration sensors, we propose an analysis method using persistent homology based on topological data analysis and demonstrate the validity by applying the method to actual vibration data. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Time series analysis / Failure diagnosis / Vibration data / Topological data analysis / Chaotic Time Series Analysis |
Paper # | RCC2019-10,MICT2019-10 |
Date of Issue | 2019-05-22 (RCC, MICT) |
Conference Information | |
Committee | RCC / MICT |
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Conference Date | 2019/5/29(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | TOKYO BIG SIGHT |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Kazunori Hayashi(Osaka City Univ.) / Shinsuke Hara(Osaka City Univ.) |
Vice Chair | Shunichi Azuma(Nagoya Univ.) / HUAN-BANG LI(NICT) / Chika Sugimoto(Yokohama National Univ.) / Eisuke Hanada(Saga Univ.) |
Secretary | Shunichi Azuma(Kagawa Univ.) / HUAN-BANG LI(Osaka Univ.) / Chika Sugimoto(Nagoya Inst. of Tech.) / Eisuke Hanada(Meiji Univ.) |
Assistant | Toshinori Kagawa(NICT) / Masateru Ogura(NAIST) / Takumi Kobayashi(Yokohama National Univ.) / Shintaro Izumi(Kobe Univ.) / Ami Tanaka(Ritsumeikan Univ.) / Keita Saku(Kyushu Univ.) |
Paper Information | |
Registration To | Technical Committee on Reliable Communication and Control / Technical Committee on Healthcare and Medical Information Communication Technology |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | [Poster Presentation] Vibration time series analysis using persistent homology |
Sub Title (in English) | |
Keyword(1) | Time series analysis |
Keyword(2) | Failure diagnosis |
Keyword(3) | Vibration data |
Keyword(4) | Topological data analysis |
Keyword(5) | Chaotic Time Series Analysis |
1st Author's Name | Koki Terauchi |
1st Author's Affiliation | Osaka City University(Osaka City Univ.) |
2nd Author's Name | Kazunori Hayashi |
2nd Author's Affiliation | Osaka City University/RIKEN(Osaka City Univ./RIKEN) |
3rd Author's Name | Jing Di |
3rd Author's Affiliation | Sumitomo Electric Industries, Ltd(SEI) |
4th Author's Name | Yoji Okada |
4th Author's Affiliation | Sumitomo Electric Industries, Ltd(SEI) |
Date | 2019-05-29 |
Paper # | RCC2019-10,MICT2019-10 |
Volume (vol) | vol.119 |
Number (no) | RCC-58,MICT-59 |
Page | pp.pp.47-52(RCC), pp.47-52(MICT), |
#Pages | 6 |
Date of Issue | 2019-05-22 (RCC, MICT) |