A Research on Risk Identification for Coal Mining Enterprises Based on FMEA and Fuzzy VIKOR

doi:10.3969/j.issn.1007-7375.e16-4250

Abstract

Abstract: In order to identify the potential risk factors effectively, the traditional FMEA is used to extract 20 potential risk factors. Then, considering the insufficiency of the traditional FMEA when calculating RPN (risk priority number), which is not precise and objective enough, fuzzy VIKOR is introduced to evaluate every risk factor. Finally, an coal mining enterprise is selected to carry out a case analysis. The result shows that fuzzy VIKOR can identify the risk more precisely and can make up for the shortcoming of traditional FMEA; and that the scientific combination of FMEA and fuzzy VIKOR is an effective method to identify the potential risk factors of coal mining enterprises, and it can provide a basis for emergency management for coal mining enterprises.

Key words: FMEA, fuzzy VIKOR, coal mining enterprises, risk identification

CLC Number:

F273

JING Shuwei, WEN Zhifang, YAN Junai. A Research on Risk Identification for Coal Mining Enterprises Based on FMEA and Fuzzy VIKOR[J]. Industrial Engineering Journal , 2017, 20(2): 91-98.

References

[1] 李光荣. 基于全面风险管理的大型国有煤炭集团风险识别因素体系研究[J]. 中国煤炭, 2013 39(8): 22-25. LI Guangrong. Research on the risk factors system of large state-owned coal enterprise group based on comprehensive enterprise risk management [J]. China Coal, 2013, 23(8): 22-25.
[2] 韩忆楠, 刘小茜, 彭建. 煤炭矿区生态风险识别研究[J]. 资源与产业, 2013, 15(3): 78-85. HAN Yinan, LIU Xiaoqian, PENG Jian. Identification of ecological risks in coal mines[J]. Resources & Industries, 2013, 15(3): 78-85.
[3] 谢娟, 康静文. 煤矿环境风险源的识别探析[J]. 矿业安全与环保, 2013, 7(6): 111-113. XIE Juan, KANG Jingwen. Identification and analysis of environmental risk source in coal mines[J]. Mining Safety & Environmental Protection, 2013, 7(6): 111-113.
[4] 宋荣华. 煤矿排矸场环境风险评价方法研究与探讨[J]. 煤炭工程, 2015, 47(6): 34-36. SONG Ronghua. Research and discussion on risk evaluation methods for environment of gangue field[J]. Coal Engineering, 2015, 47(6): 34-36.
[5] 李润求, 施式亮, 念其锋, 等. 基于PSO-SVM的煤矿瓦斯爆炸灾害风险模式识别[J]. 中国安全科学学报, 2013, 23(5): 166-167. LI Runqiu, SHI Shiliang, NIAN Qifeng, et al. Research on pattern recognition of gas explosion disaster risk in coal minesbased on PSO-SVM[J]. China Safety Science Journal, 2013, 23(5): 166-167.
[6] 李润求, 施式亮, 罗文柯, 等. 基于DTW的瓦斯爆炸灾害风险模式识别[J]. 矿业工程研究, 2014, 29(3): 16-20. LI Runqiu, SHI Shiliang, LUO Wenke, et al. Research on patter recognition of gas explosion disaster risk based on dynamic time warping in coal mines[J]. Mineral Engineering Research, 2014, 29(3): 16-20.
[7] 刘洪涛, 马念杰. 煤矿巷道冒顶高风险区域识别技术[J]. 煤炭学报, 2011, 36(12): 2043-2047. LIU Hongtao, MA Nianjie. Coal mine roadway roof caving high risk areas recognition technology[J]. Journal of China Coal Society, 2011, 36(12): 2043-2047.
[8] 李光荣. 大型国有煤炭企业全面风险识别因素实证研究[J]. 中国矿业, 2013, 22(8): 24-28. LI Guangrong. Empirical research on risk identification factors of comprehensive risk management in large state-owned coal enterprise[J]. China Mining Magazine, 2013, 22(8): 24-28.
[9] JI Yingdong. Research on risk analysis and risk coping of coal logistics network system[J]. Logistics Engineering & Management, 2012, 34(12): 21-23.
[10] 念其锋, 施式亮, 李润求, 等. 基于PNN的煤矿安全生产风险综合预警研究[J]. 中国安全生产科学技术, 2013, 9(10): 71-77. NIAN Qifeng, SHI Shiliang, LI Runqiu, et al. Research on risk early warning of safety production based on PNN in coal mines[J]. Journal of Safety Science & Technology, 2013, 9(10): 71-77.
[11] 毛旭艳, 霍德利. 煤矿建设项目风险识别研究[J]. 中国矿业, 2013, 22(3): 29-33. MAO Xuyan, HUO Deli. The risk identification of coal mine construction project[J]. China Mining Magazine, 2013, 22(3): 29-33.
[12] KEVIN M C. Value-Based Risk Management[J]. Cost Engineering, 2006, 48(2): 15
[13] CAO Q G, LI K, LIU Y J, ET AL. Risk management and workers' safety behavior control in coal mine[J]. Safety Science, 2012, 50(4): 909-913.
[14] AN J W, LIU Y, HUO J X. Coal enterprise safety management process based on the process management of performance excellence model[C]//Applied Mechanics and Materials. 2015, 730: 323-326.
[15] TONG L I, QUAN C. Research and application of safety management tools in coal mine enterprise[J]. Safety in Coal Mines, 2015, 2: 068.
[16] CHEN X X, CHEN R H, LIN K, ET AL. Application of the improved analytic hierarchy process in the risk management of tunnel construction[C]//Applied Mechanics and Materials. 2015, 696: 295-300.
[17] HE Y R, LI H Z, WANG X Q. Risk identification of safety management capability in coal mine enterprise and its relationship model[J]. The Open Fuels & Energy Science Journal, 2014(7): 150-157.
[18] 刘占乾, 陈全. 煤矿企业安全风险信息系统的建立[J]. 煤矿安全, 2015, 46(1): 227-229. LIU Zhanqian, Chen Quan. Establishment of coal mine enterprise safety risk information system[J]. Safety in Coal Mines, 2015, 46(1): 227-229.
[19] 李斌, 贾立猛, 陈全. 煤矿企业风险信息数据库的研究和应用[J]. 煤炭技术, 2015, 34(1): 360-362. LI Bin, MENG Lijia, CHEN Quan. Research and application of coal mine enterprise risk information database[J]. Applied Mechanics & Materials, 2015, 34(1): 360-362.
[20] EKMEKÇIOĞLU M, CAN KUTLU A. A fuzzy hybrid approach for fuzzy process FMEA: An application to a spindle manufacturing process[J]. International Journal of Computational Intelligence Systems, 2012, 5(4): 611-626.
[21] SEYED-HOSSEINI S M, SAFAEI N, ASGHARPOUR M J. Reprioritization of failures in a system failure mode and effects analysis by decision making trial and evaluation laboratory technique[J]. Reliability Engineering & System Safety, 2006, 91(8): 872-881.
[22] KUTLU A C, EKMEKCIOĞLU M. Fuzzy failure modes and effects analysis by using fuzzy TOPSIS-based fuzzy AHP[J]. Expert Systems with Applications, 2012, 39(1): 61-67.
[23] SAFARI H, FARAJI Z, MAJIDIAN S. Identifying and evaluating enterprise architecture risks using FMEA and fuzzy VIKOR[J]. Journal of Intelligent Manufacturing, 2014, 27(2): 475-486.