The design and implementation of risk assessment model for hazard installations based on AHP-FCE method: A case study of Nansi Lake Basin

Abstract In this paper, the combined analytical hierarchy process–fuzzy comprehensive evaluation (AHP–FCE) model was built to assess the risk for hazard installations of the Nansi Lake Basin. A detailed analysis was carried out showing the relationships between the risk index and risk factors in the Nansi Lake Basin of China. To enhance the accuracy and applicability of assessing the risk, which could be influenced by the sampled human factor, an analytical mathematic method was used to show the relationship between the statistic law and the comprehensive index. The AHP–FCE model combined AHP's capabilities of multi-object and multi-rule decision with FCE's advantages in uncertainty processing. The fuzzy treatment scheme and fuzzy operation strategy were both optimized and ameliorated, so that the model could achieve the flexibility and reliability to identify and dynamically evaluate hazard installations. In this paper, the analysis of the survey data taken from the Nansi Lake Basin, scientific theory, validity in scheme, and operating feasibility of the model were validated. It is the hope that the combined AHP–FCE model will provide valuable information pertaining to environment and hazard installation risk assessments for basin systems.

[1]  Stjepan Oreski,et al.  Genetic algorithm-based heuristic for feature selection in credit risk assessment , 2014, Expert Syst. Appl..

[2]  R. Renner Ecological risk assessment struggles to define itself. , 1996, Environmental science & technology.

[3]  Ming Li,et al.  Risk assessment of floor water inrush in coal mines based on secondary fuzzy comprehensive evaluation , 2012 .

[4]  Rehan Sadiq,et al.  Risk-based environmental decision-making using fuzzy analytic hierarchy process (F-AHP) , 2006 .

[5]  Lin Tang,et al.  Combining AHP with GIS in synthetic evaluation of eco-environment quality - A case study of Hunan Province, China , 2007 .

[6]  Jonny Beyer,et al.  Fish bioaccumulation and biomarkers in environmental risk assessment: a review. , 2003, Environmental toxicology and pharmacology.

[7]  Chen Yang,et al.  Ecological risk assessment and priority setting for typical toxic pollutants in the water from Beijing-Tianjin-Bohai area using Bayesian matbugs calculator (BMC) , 2014 .

[9]  Murat Gunduz,et al.  Safety risk assessment using analytic hierarchy process (AHP) during planning and budgeting of construction projects. , 2013, Journal of safety research.

[10]  Tullio Tolio,et al.  A new fuzzy AHP method for the evaluation of automated manufacturing systems , 2002 .

[11]  S. Ng,et al.  A fuzzy analytic hierarchy process (FAHP) approach to eco-environmental vulnerability assessment for the Danjiangkou reservoir area, China. , 2009 .

[12]  G. Emre Gürcanli,et al.  An occupational safety risk analysis method at construction sites using fuzzy sets , 2009 .

[13]  Hu Si,et al.  Dynamic risk assessment of oil spill scenario for Three Gorges Reservoir in China based on numerical simulation , 2012 .

[14]  Paul J. Van den Brink,et al.  Ecological risk assessment: from book-keeping to chemical stress ecology. , 2008, Environmental science & technology.

[15]  Amilcar Soares,et al.  Stochastic environmental research risk assessment , 2007 .

[16]  G. Önkal-Engin,et al.  Assessment of urban air quality in Istanbul using fuzzy synthetic evaluation , 2004 .

[17]  L. S. Davis,et al.  An assessment of support vector machines for land cover classi(cid:142) cation , 2002 .

[18]  Joaquim Casal,et al.  Economic valuation of damages originated by major accidents in port areas , 2009 .

[19]  K. M. Neaupane,et al.  Prediction of tunneling-induced ground movement with the multi-layer perceptron , 2006 .

[20]  Michael Hartnett,et al.  An integrated measurement and modeling methodology for estuarine water quality management , 2015 .

[21]  Jon A Arnot,et al.  Screening level risk assessment model for chemical fate and effects in the environment. , 2006, Environmental science & technology.

[22]  Riccardo Polosa,et al.  Safety evaluation and risk assessment of electronic cigarettes as tobacco cigarette substitutes: a systematic review , 2014, Therapeutic advances in drug safety.

[23]  Irem Dikmen,et al.  An analytic hierarchy process based model for risk and opportunity assessment of international construction projects , 2006 .

[24]  Daniele Giansanti,et al.  Assessment of fall-risk by means of a neural network based on parameters assessed by a wearable device during posturography. , 2008, Medical engineering & physics.

[25]  Berta Galán,et al.  Assessment of Self-Organizing Map artificial neural networks for the classification of sediment quality. , 2008, Environment international.

[26]  Soushan Wu,et al.  Credit rating analysis with support vector machines and neural networks: a market comparative study , 2004, Decis. Support Syst..

[27]  P. Gschwend,et al.  Comparison of the in Situ and Desorption Sediment−Water Partitioning of Polycyclic Aromatic Hydrocarbons and Polychlorinated Biphenyls , 1996 .

[28]  Jamal Rostami,et al.  Risk assessment based selection of rock TBM for adverse geological conditions using Fuzzy-AHP , 2010 .

[29]  P. Brink,et al.  Ecological risk assessment: from book-keeping to chemical stress ecology. , 2008, Environmental science & technology.