The development of a decision support framework for a quantitative risk assessment in multimodal green logistics: an empirical study

被引:60
作者
Kengpol, Athakorn [1 ]
Tuammee, Sopida [1 ]
机构
[1] King Mongkuts Univ Technol North Bangkok, Fac Engn, Dept Ind Engn, Adv Ind Engn Management Syst Res Ctr, Bangkok, Thailand
关键词
multimodal green logistics; decision support framework; quantitative risk assessment (QRA); data envelopment analysis (DEA); analytic hierarchy process (AHP); risk contour plot; DELPHI METHOD; DEA; TRANSPORTATION; METHODOLOGY; EFFICIENCY; AHP;
D O I
10.1080/00207543.2015.1041570
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The objective of this research was to develop a decision support framework (DSF) to assess quantitative risk in multimodal green logistics. This risk assessment is the combination of a number of models, the failure mode and effects analysis, the risk contour plot, the quantitative risk assessment, the analytic hierarchy process and the data envelopment analysis which can support a user to perform risk assessment in various decisions. The contribution of this research is that the risk assessment model can generate an optimal green logistics route in accordance with weight from the user. The highlight of this DSF is that the quantitative assessment model can reduce bias on risk assessment of logistics route. An in-depth case study, recommendations, limitations and further research are also provided.
引用
收藏
页码:1020 / 1038
页数:19
相关论文
共 46 条
[1]  
Andrews J.D., 2002, RELIABILITY RISK ASS
[2]  
Banomyong R., 2001, International Journal o f Physical Distribution and Logistics Management, V31, P663, DOI [10.1108/09600030110408161, DOI 10.1108/09600030110408161]
[3]   Risk analysis of analytical validations by probabilistic modification of FMEA [J].
Barends, D. M. ;
Oldenhof, M. T. ;
Vredenbregt, M. J. ;
Nauta, M. J. .
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2012, 64-65 :82-86
[4]   Evaluate the orderings of risk for failure problems using a more general RPN methodology [J].
Chang, Kuei-Hu .
MICROELECTRONICS RELIABILITY, 2009, 49 (12) :1586-1596
[5]   MEASURING EFFICIENCY OF DECISION-MAKING UNITS [J].
CHARNES, A ;
COOPER, WW ;
RHODES, E .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) :429-444
[6]  
Craft R.C., 2002, MANAGE DECIS, V40, P729, DOI DOI 10.1108/00251740210437699
[7]   A comprehensive risk assessment framework for offsite transportation of inflammable hazardous waste [J].
Das, Arup ;
Gupta, A. K. ;
Mazumder, T. N. .
JOURNAL OF HAZARDOUS MATERIALS, 2012, 227 :88-96
[8]   A model to evaluate upstream vulnerability [J].
Gualandris, Jury ;
Kalchschmidt, Matteo .
INTERNATIONAL JOURNAL OF LOGISTICS-RESEARCH AND APPLICATIONS, 2014, 17 (03) :249-268
[9]   Risk analysis and assessment in network environments: A dyadic case study [J].
Hallikas, J ;
Virolainen, VM ;
Tuominen, M .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2002, 78 (01) :45-55
[10]  
Hertz D.B., 1984, RISK ANAL ITS APPL