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A Hybrid Ground Subsidence Prediction Model for Airport Pavement Management
http://hdl.handle.net/10173/1723
http://hdl.handle.net/10173/1723998e4c10-de87-4ba8-a517-99d82b63bd8c
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
SMS09-005.pdf (4.1 MB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||||||
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| 公開日 | 2018-02-06 | |||||||||
| タイトル | ||||||||||
| タイトル | A Hybrid Ground Subsidence Prediction Model for Airport Pavement Management | |||||||||
| 言語 | ||||||||||
| 言語 | eng | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | hybrid ground subsidence model | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | airport facilities | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | MCMC | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | asset management | |||||||||
| 資源タイプ | ||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||||||
| 資源タイプ | conference paper | |||||||||
| 著者 |
Kobayashi, Kiyoshi
× Kobayashi, Kiyoshi
× Kaito, Kiyoyuki
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| 抄録 | ||||||||||
| 内容記述タイプ | Abstract | |||||||||
| 内容記述 | The estimation of ground subsidence processes is an important subject for the asset management of airport facilities. In the planning and design stage, there exist many uncertainties in geotechnical conditions, it is impossible to estimate the ground subsidence process by deterministic methods. In this paper, the sets of sample paths designating ground subsidence processes are generated by use of a one dimensional consolidation model incorporating inhomogeneous ground subsidence. Given the sample paths, the mixed subsidence model is presented to describe the probabilistic structure behind the sample paths. The mixed model can be updated by the Bayesian methods based upon the newly obtained monitoring data. Concretely speaking, in order to estimate the updating models, Markov Chain Monte Calro method, which is the frontier technique in Bayesian statistics, is applied. Through a case study, this paper verified the validity of the proposed method and illustrated its possible application and future works. | |||||||||
| 書誌情報 |
Society for Social Management Systems Internet Journal 巻 5, 号 1, 発行日 2009-03 |
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| ISSN | ||||||||||
| 収録物識別子タイプ | ISSN | |||||||||
| 収録物識別子 | 2432-552X | |||||||||
| 著者版フラグ | ||||||||||
| 出版タイプ | VoR | |||||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||
| 出版者 | ||||||||||
| 出版者 | Society for Social Management Systems | |||||||||
