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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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
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
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)