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Author:

Wang, Wei (Wang, Wei.) (Scholars:王伟) | Ma, Donghui (Ma, Donghui.) (Scholars:马东辉) | Su, Jingyu (Su, Jingyu.) (Scholars:苏经宇) | Guo, Xiaodong (Guo, Xiaodong.) | Wang, Zhitao (Wang, Zhitao.)

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Abstract:

Based on the analysis of the foundation information of underground pipelines system, a suit of indexes' system was set up to evaluate the earthquake damage degree of metropolitan underground pipelines system, and then taking RS for former disposal system to optimize the indexes structure. The LS-SVM model was used to evaluate the earthquake damage degree of underground pipelines based on the complementary superiority of RS and SVM each other. Finally, taking the underground pipelines in Quanzhou as an example, after doing lots of prediction experiments and comparing with other common prediction methods such as the theory method and BP neural network algorithm, the method proposed in the paper proved to be effective and feasible.

Keyword:

Rough set theory Earthquakes Backpropagation Support vector machines Water pipelines Forecasting Pipelines

Author Community:

  • [ 1 ] [Wang, Wei]Institute of Earthquake Resistance and Disaster Reduction, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Ma, Donghui]Institute of Earthquake Resistance and Disaster Reduction, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Ma, Donghui]College of Architecture and Urban Planning, Beijing University of Technology, Beijing 100124, China
  • [ 4 ] [Su, Jingyu]Institute of Earthquake Resistance and Disaster Reduction, Beijing University of Technology, Beijing 100124, China
  • [ 5 ] [Su, Jingyu]College of Architecture and Urban Planning, Beijing University of Technology, Beijing 100124, China
  • [ 6 ] [Guo, Xiaodong]Institute of Earthquake Resistance and Disaster Reduction, Beijing University of Technology, Beijing 100124, China
  • [ 7 ] [Guo, Xiaodong]College of Architecture and Urban Planning, Beijing University of Technology, Beijing 100124, China
  • [ 8 ] [Wang, Zhitao]Institute of Earthquake Resistance and Disaster Reduction, Beijing University of Technology, Beijing 100124, China

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Source :

Journal of Basic Science and Engineering

ISSN: 1005-0930

Year: 2009

Issue: 2

Volume: 17

Page: 274-280

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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