skip to main content
Idioma:

Failure Analysis of Soil Slopes with Advanced Bayesian Networks

He, Long Xue ; Gomes, António Topa ; Broggi, Matteo ; Beer, Michael

Periodica polytechnica. Civil engineering. Bauingenieurwesen, 2019-09, Vol.63 (3), p.763 [Periódico revisado por pares]

Budapest: Periodica Polytechnica, Budapest University of Technology and Economics

Texto completo disponível

Citações Citado por
  • Título:
    Failure Analysis of Soil Slopes with Advanced Bayesian Networks
  • Autor: He, Long Xue ; Gomes, António Topa ; Broggi, Matteo ; Beer, Michael
  • Assuntos: Bayesian analysis ; Catastrophic failure analysis ; Failure analysis ; Feasibility studies ; Geotechnical engineering ; Landslides & mudslides ; Networks ; Parameters ; Predictions ; Probability theory ; Slope ; Slope stability ; Slopes ; Soil analysis ; Soils ; Stability analysis
  • É parte de: Periodica polytechnica. Civil engineering. Bauingenieurwesen, 2019-09, Vol.63 (3), p.763
  • Descrição: To prevent catastrophic consequences of slope failure, it can be effective to have in advance a good understanding of the effect of both, internal and external triggering-factors on the slope stability. Herein we present an application of advanced Bayesian networks for solving geotechnical problems. A model of soil slopes is constructed to predict the probability of slope failure and analyze the influence of the induced-factors on the results. The paper explains the theoretical background of enhanced Bayesian networks, able to cope with continuous input parameters, and Credal networks, specially used for incomplete input information. Two geotechnical examples are implemented to demonstrate the feasibility and predictive effectiveness of advanced Bayesian networks. The ability of BNs to deal with the prediction of slope failure is discussed as well. The paper also evaluates the influence of several geotechnical parameters. Besides, it discusses how the different types of BNs contribute for assessing the stability of real slopes, and how new information could be introduced and updated in the analysis.
  • Editor: Budapest: Periodica Polytechnica, Budapest University of Technology and Economics
  • Idioma: Inglês;Alemão;Russo
Voltar para lista de resultados
Ir para página anteriorAnterior Resultado  20 AvançarIr para próxima página

  • Realização: ABCD-USP USP   Logos de Redes Sociais: Freepik

Buscando em bases de dados remotas. Favor aguardar.