| Presentation | 2017-12-14 ニューラルネットワークを用いた木材ヘルスモニタリングの振動データ識別 Ryo Oiwa, Takayuki Kawahara, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We are conducting pioneering research on health monitoring targeting timbers, and we have conducted a total of 24 classes of 8 classes and 3 classes of wood pillar damage simulated with a weight so far. We have clarified that it can be specified by applying machine learning method as learning data. In this report, together with these results, analysis results by a neural network are shown. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Machine Learning / Neural Network / Timber / Non‐destructive Examination |
| Paper # | CAS2017-83,ICD2017-71,CPSY2017-80 |
| Date of Issue | 2017-12-07 (CAS, ICD, CPSY) |
| Conference Information | |
| Committee | ICD / CPSY / CAS |
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| Conference Date | 2017/12/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Art Hotel Ishigakijima |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Hideto Hidaka(Renesas) / Koji Nakano(Hiroshima Univ.) / Mitsuru Hiraki(Renesas) |
| Vice Chair | Makoto Nagata(Kobe Univ.) / Hidetsugu Irie(Univ. of Tokyo) / Takashi Miyoshi(Fujitsu) / Hideaki Okazaki(Shonan Inst. of Tech.) |
| Secretary | Makoto Nagata(Univ. of Tokyo) / Hidetsugu Irie(Panasonic) / Takashi Miyoshi(Utsunomiya Univ.) / Hideaki Okazaki(Hokkaido Univ.) |
| Assistant | Masanori Natsui(Tohoku Univ.) / Masatoshi Tsuge(Socionext) / Hiroyuki Ito(Tokyo Inst. of Tech.) / Pham Konkuha(Univ. of Electro-Comm.) / Yasuaki Ito(Hiroshima Univ.) / Tomoaki Tsumura(Nagoya Inst. of Tech.) / Yohei Nakamura(Hitachi) |
| Paper Information | |
| Registration To | Technical Committee on Integrated Circuits and Devices / Technical Committee on Computer Systems / Technical Committee on Circuits and Systems |
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| Language | JPN-ONLY |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | |
| Sub Title (in English) | |
| Keyword(1) | Machine Learning |
| Keyword(2) | Neural Network |
| Keyword(3) | Timber |
| Keyword(4) | Non‐destructive Examination |
| 1st Author's Name | Ryo Oiwa |
| 1st Author's Affiliation | Tokyo University of Science(Tokyo Univ. of Science) |
| 2nd Author's Name | Takayuki Kawahara |
| 2nd Author's Affiliation | Tokyo University of Science(Tokyo Univ. of Science) |
| Date | 2017-12-14 |
| Paper # | CAS2017-83,ICD2017-71,CPSY2017-80 |
| Volume (vol) | vol.117 |
| Number (no) | CAS-343,ICD-344,CPSY-345 |
| Page | pp.pp.95-95(CAS), pp.95-95(ICD), pp.95-95(CPSY), |
| #Pages | 1 |
| Date of Issue | 2017-12-07 (CAS, ICD, CPSY) |