A Risk Evaluation Method with an Improved Scale for Tunnel Engineering

Analysis and evaluation of risks in tunnel construction is commonly performed using various scales; however, such scales have serious limitations. In this paper, an improved scale based on a fuzzy analytic network process is proposed. An exponential scale is introduced to assess the risks, and a method is proposed to determine the importance parameter for the exponential scale. Through the combination of the exponential scale and the triangular fuzzy number, a fuzzy exponential scale is proposed and is utilized to construct pairwise judgment matrices. The improved fuzzy analytic network process is used to establish a general method for risk analysis in tunnel engineering, which is applied to the risk analysis of the Humaling tunnel. The results from the proposed method more accurately reflect the actual situation than those of the analytic network process using the 1–9 scale.

[1]  Hudson Hoagland,et al.  The Weber-Fechner law and the all-or-None Theory , 1930 .

[2]  Mohammad Ataei,et al.  Ranking of geological risks in mechanized tunneling by using Fuzzy Analytical Hierarchy Process (FAHP) , 2015 .

[3]  Young-Geun Kim Application of risk analysis and assessment in tunnel design , 2009 .

[4]  T. Saaty Decision making — the Analytic Hierarchy and Network Processes (AHP/ANP) , 2004 .

[5]  Thomas L. Saaty,et al.  Decision making with dependence and feedback : the analytic network process : the organization and prioritization of complexity , 1996 .

[6]  Gerry Dickinson,et al.  Enterprise Risk Management: Its Origins and Conceptual Foundation , 2001 .

[7]  Thomas L. Saaty,et al.  How to Make a Decision: The Analytic Hierarchy Process , 1990 .

[8]  Zhang Wei Kernel function of index scale in AHP scale system , 2003 .

[9]  Thomas L. Saaty,et al.  Theory and Applications of the Analytic Network Process: Decision Making With Benefits, Opportunities, Costs, and Risks , 2005 .

[10]  Chung-Sik Yoo,et al.  IT-based tunnelling risk management system (IT-TURISK) – Development and implementation , 2006 .

[11]  Qiang Meng,et al.  Quantitative Risk Assessment Modeling for Nonhomogeneous Urban Road Tunnels , 2011, Risk analysis : an official publication of the Society for Risk Analysis.

[12]  Huang Qiang Scale analysis of AHP and its application in evaluating water conservancy engineering , 2006 .

[13]  Olga Spacková,et al.  Probabilistic models for tunnel construction risk assessment , 2013, Adv. Eng. Softw..

[14]  Feng Jun-wen Fuzzy Delphi Analytic Hierarchy Process and Its Applications , 2006 .

[15]  Madan G. Singh,et al.  Fuzzy analytic network process and its application to the development of decision support systems , 2003, IEEE Trans. Syst. Man Cybern. Part C.

[16]  Thomas L. Saaty,et al.  An Analytic Network Process Model for Financial-Crisis Forecasting , 2004 .

[17]  T. Saaty Axiomatic foundation of the analytic hierarchy process , 1986 .

[18]  Thomas L. Saaty,et al.  The Modern Science of Multicriteria Decision Making and Its Practical Applications: The AHP/ANP Approach , 2013, Oper. Res..

[19]  Herbert H. Einstein,et al.  Risk analysis during tunnel construction using Bayesian Networks: Porto Metro case study , 2011 .

[20]  Joseph V. Sinfield,et al.  Decision Aids for Tunneling , 1999 .

[21]  Edmundas Kazimieras Zavadskas,et al.  Risk evaluation of tunneling projects , 2012 .

[22]  Irem Dikmen,et al.  Risk assessment of international construction projects using the analytic network process , 2009 .