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Abstract:
To overcome the difficulties of human reliability analysis in risk assessment for shield tunneling, this paper proposes a weighted fuzzy cognitive reliability and error analysis method(CREAM)model. First, the reasonable weight of common performance conditions(CPCs)is obtained by multiple correlation analysis and evidence theory. Second, the specification evaluation rules for CPCs are established based on the current standard, and the membership function for each level of CPCs is obtained by statistical method. On this basis, a continuum technique for the discrete basic diagram for control mode is proposed, and an estimate model, which can be used to determine the human error probability(HEP)in the construction of shield-driven tunnel, is established. Then, the rationality and reliability of the model are verified by four axioms. Results show that the method of introducing the weight into the calculation of the expected CPC effect and the HEP reasoning in the weighted fuzzy CREAM model can better reflect the effect of CPCs on human performance. This model can also provide a reference for quantitative HRA in shield tunneling of subways. © 2019, Editorial Board of Journal of Tianjin University(Science and Technology). All right reserved.
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Journal of Tianjin University Science and Technology
ISSN: 0493-2137
Year: 2019
Issue: 2
Volume: 52
Page: 200-210
Cited Count:
WoS CC Cited Count: 0
SCOPUS Cited Count: 4
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 11
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