| Paper Abstract and Keywords |
| Presentation |
2021-02-19 16:50
[Special Talk]
Improving Efficiency of Hammering Inspection of Subway Tunnels based on Analyzing Inspection Data
Motoki Oyama, Yuki Wakuda, Maiku Abe (Hokkaido Univ.), Yukihiro Ishikawa, Yuki Enokidani, Daisuke Tanaka, Hideaki Yamaguchi (Tokyo Metro) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this study, we aimed at optimizing the operation of the upper floor hammering sound inspection of the subway tunnel, we tried to construct a model for discriminating and spalling based on data analysis. In the analysis, the discrimination results were evaluated using random forests, and linear regression for data such as specifications and inspections. Using this result, we considered the efficiency of hammering sound inspection. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Random Forest / Linear regression / Subway tunnel upper floor / Hammering test / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 45, no. 4, ME2021-28, pp. 201-202, Feb. 2021. |
| Paper # |
ME2021-28 |
| Date of Issue |
2021-02-11 (MMS, ME, AIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
IEICE-IE IEICE-ITS MMS ME AIT |
| Conference Date |
2021-02-18 - 2021-02-19 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Image Processing, etc. |
| Paper Information |
| Registration To |
ME |
| Conference Code |
2021-02-IE-ITS-MMS-ME-AIT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Improving Efficiency of Hammering Inspection of Subway Tunnels based on Analyzing Inspection Data |
| Sub Title (in English) |
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| Keyword(1) |
Random Forest |
| Keyword(2) |
Linear regression |
| Keyword(3) |
Subway tunnel upper floor |
| Keyword(4) |
Hammering test |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Motoki Oyama |
| 1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name |
Yuki Wakuda |
| 2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 3rd Author's Name |
Maiku Abe |
| 3rd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 4th Author's Name |
Yukihiro Ishikawa |
| 4th Author's Affiliation |
Tokyo Metro Co., Ltd. (Tokyo Metro) |
| 5th Author's Name |
Yuki Enokidani |
| 5th Author's Affiliation |
Tokyo Metro Co., Ltd. (Tokyo Metro) |
| 6th Author's Name |
Daisuke Tanaka |
| 6th Author's Affiliation |
Tokyo Metro Co., Ltd. (Tokyo Metro) |
| 7th Author's Name |
Hideaki Yamaguchi |
| 7th Author's Affiliation |
Tokyo Metro Co., Ltd. (Tokyo Metro) |
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| Speaker |
Author-1 |
| Date Time |
2021-02-19 16:50:00 |
| Presentation Time |
10 minutes |
| Registration for |
ME |
| Paper # |
MMS2021-28, ME2021-28, AIT2021-28 |
| Volume (vol) |
vol.45 |
| Number (no) |
no.4 |
| Page |
pp.201-202 |
| #Pages |
2 |
| Date of Issue |
2021-02-11 (MMS, ME, AIT) |
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