基于博弈论与VIKOR法的煤矿安全生产管理水平评估研究
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摘要
为科学地衡量煤矿企业安全生产管理水平,结合煤矿企业特点,从员工安全水平、机械设备、作业环境管理、组织管理以及信息化水平5个层次构建煤矿安全生产管理水平评价指标体系。为解决指标单一赋权的不足,基于博弈论思想对层次分析法主观权重与熵值法客观权重进行优化;引入VIKOR法建立煤矿企业安全生产管理水平评估模型,权衡了群体效用和个体遗憾之间的关系,并通过实例对SH集团下5家煤矿进行评价,结果表明,该综合评价模型可得出煤矿安全生产管理水平排名,结果与煤矿实际相符。
To scientifically measure the safety production management level of coal mine enterprises, combining the characteristics of coal mine enterprises, the evaluation index system of coal mine safety production management level is constructed from 5 levels of staff safety level, mechanical equipment, operation environment management, organization management and information level. To solve the shortage of single empowerment of the index, the subjective weight of AHP and the objective weight of entropy method are optimized based on game theory, and VIKOR method is used to establish the evaluation model of safety production management level in coal mine enterprises, and the relationship between group utility and individual regret is weighed, and the 5 coal mines under SH group are evaluated by real example. The result shows that the comprehensive evaluation model can get the rank of coal mine safety production management level, and the result is consistent with the actual situation of coal mine.
To scientifically measure the safety production management level of coal mine enterprises, combining the characteristics of coal mine enterprises, the evaluation index system of coal mine safety production management level is constructed from 5 levels of staff safety level, mechanical equipment, operation environment management, organization management and information level. To solve the shortage of single empowerment of the index, the subjective weight of AHP and the objective weight of entropy method are optimized based on game theory, and VIKOR method is used to establish the evaluation model of safety production management level in coal mine enterprises, and the relationship between group utility and individual regret is weighed, and the 5 coal mines under SH group are evaluated by real example. The result shows that the comprehensive evaluation model can get the rank of coal mine safety production management level, and the result is consistent with the actual situation of coal mine.
引文
[1]贾宝山,尹彬,王翰钊,等.AHP耦合TOPSIS的煤矿安全评价模型及其应用[J].中国安全科学学报,2015,25(8):99-105.
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[5]成连华,郭慧敏.基于SEM的煤矿安全生产影响因素系统研究[J].中国安全科学报,2018,28(1):137.
[6]刘欣,徐桂琼,杨平乐.基于组合赋权VIKOR方法的网络节点重要性评价[J].计算机应用研究,2019(8):1-8.
[7]张瑞,张晓东,丁日佳.基于VIKOR方法的煤矿生态建设评价研究[J].科技管理研究,2015(9):62-65.
[8]Opricovic S,Tzeng G H.Compromise solution by MCDM methods:A comparative analysis of VIKORand TOPSIS[J].European Journal of Operational Research,2004,156(2):445-455.
[9]高远,杨振宏,刘鹏刚,等.基于组合赋权-VIKOR法的化工企业应急管理能力评估研究[J].中国安全生产科学技术,2016,12(2):138-142.
[10]丁日佳,孙晓阳.基于VIKOR的煤炭企业综合竞争力评价[J].煤炭技术,2017(1):318-320.
[11]费良军,王光社,孙洁,等.基于博弈论法确定灌区运行状况综合评价指标的权重[J].排灌机械工程学报,2014(9):808-813.
[2]王爽英.基于Fuzzy-AHP的煤矿安全生产风险集成管理水平研究[J].煤矿安全,2017,48(5):232-235.
[3]黄姗姗,曹庆贵,王林林.煤炭企业全面风险管理策略分析[J].中国矿业,2017,26(7):7-11.
[4]肖镞.煤矿安全预警与管理系统设计[J].煤炭技术,2018(3):180-182.
[5]成连华,郭慧敏.基于SEM的煤矿安全生产影响因素系统研究[J].中国安全科学报,2018,28(1):137.
[6]刘欣,徐桂琼,杨平乐.基于组合赋权VIKOR方法的网络节点重要性评价[J].计算机应用研究,2019(8):1-8.
[7]张瑞,张晓东,丁日佳.基于VIKOR方法的煤矿生态建设评价研究[J].科技管理研究,2015(9):62-65.
[8]Opricovic S,Tzeng G H.Compromise solution by MCDM methods:A comparative analysis of VIKORand TOPSIS[J].European Journal of Operational Research,2004,156(2):445-455.
[9]高远,杨振宏,刘鹏刚,等.基于组合赋权-VIKOR法的化工企业应急管理能力评估研究[J].中国安全生产科学技术,2016,12(2):138-142.
[10]丁日佳,孙晓阳.基于VIKOR的煤炭企业综合竞争力评价[J].煤炭技术,2017(1):318-320.
[11]费良军,王光社,孙洁,等.基于博弈论法确定灌区运行状况综合评价指标的权重[J].排灌机械工程学报,2014(9):808-813.