Research on the safety evaluation of large recreation facilities based on BP neural network

Yu Zhang, Zhi Rong Wang, Qing Qing Zuo, Xin Dong Zhang, Xiang Dong Li

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

A safety evaluation index system regarding to the current safety situation of large recreation facilities in China is established. 13 secondary standard items are built by considerring human factor, equipment factor, environment factor and management factor. The existing safety evaluation of large recreation facilities are conducted by qualitative evaluation methods with highly fuzziness. The evaluation results are uncertain. After the network training, a safety evaluation model based on BP neural network is built. It can reduce the subjectivity of qualitative evaluation effectively with more scientific and objective results. Through the model based on BP neural network, the present safety situation of one large amusement facility is evaluated. The evaluation result is consistent with the actual situation. The method based on BP neural network in the paper provides a new method for safety evaluation of large recreation facilities.

Original languageEnglish
Title of host publicationEnvironmental Protection and Sustainable Development
Pages881-886
Number of pages6
DOIs
StatePublished - 2014
Event2013 2nd International Conference on Sustainable Energy and Environmental Engineering, ICSEEE 2013 - Shenzhen, China
Duration: 28 Dec 201329 Dec 2013

Publication series

NameApplied Mechanics and Materials
Volume522-524
ISSN (Print)1660-9336
ISSN (Electronic)1662-7482

Conference

Conference2013 2nd International Conference on Sustainable Energy and Environmental Engineering, ICSEEE 2013
Country/TerritoryChina
CityShenzhen
Period28/12/1329/12/13

Keywords

  • BP neural network
  • Evaluation index system
  • Large recreation facilities
  • Safety evaluation

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