面向安全硬约束的煤矿生产物流效率优化研究

中国管理科学 ›› 2014, Vol. 22 ›› Issue (7): 59-66.

面向安全硬约束的煤矿生产物流效率优化研究

王金凤¹, 翟雪琪¹, 冯立杰^1,2

1. 郑州大学管理工程学院, 河南郑州 450001;
2. 河南省煤层气开发利用有限公司, 河南郑州 450016

收稿日期:2012-04-06 修回日期:2014-03-03 出版日期:2014-07-20 发布日期:2014-07-24
作者简介:王金凤（1963-），女（汉族），河南人，郑州大学管理工程学院院长，教授，博士生导师，研究方向：安全管理工程、工业工程等。
基金资助:
国家自然科学基金资助项目（71271194）

Efficiency Optimization of Coal Mine Production Logistics Under Safety Hard Constraint

WANG Jin-feng¹, ZHAI Xue-qi¹, FENG Li-jie^1,2

1. Institute of Management Engineering, Zhengzhou University, Henan 450001, China;
2. Henan Provincial Coal Seam Gas Development and Utilization Corporation., LTD., Henan 450016, China

Received:2012-04-06 Revised:2014-03-03 Online:2014-07-20 Published:2014-07-24

摘要/Abstract

摘要： 在保证安全生产前提下实现效率最大化是煤炭生产企业亟需解决的现实问题。本文结合煤矿生产物流系统的复杂性特征，首先从人员素质、机械装备、环境改善、安全管理、应急救援等方面确定了煤矿生产物流的安全投入指标，运用响应曲面法分析了安全指标与安全水平间的作用关系，确定了煤矿生产物流安全硬约束条件；然后以效率最大化为目标函数、安全目标和资源投入为约束条件，构建了煤矿生产物流效率优化模型；最后通过实例验证了模型的有效性及适用性，为安全生产前提下实现资源优化配置，提高煤矿生产物流效率提供了科学依据。

关键词: 煤矿生产物流, 安全硬约束, 效率优化, 响应曲面法

Abstract: Improving efficiency under safety production is an urgent task for coal mine enterprises. Combined the complexity of coal mine production logistics, safety indexes are selected from personnel quality, machinery, environment, safety management and emergency rescue in the paper. The relationship of safety indexes and safety level is analyzed by response surface method and safety hard constraint of coal mine production logistics was obtained. Then an efficiency optimal model of coal mine production logistics is established through setting efficiency maximization as function, safety level and resource investment as constraints. Finally, case study shows the validity and applicability of efficiency optimal model. This research provids a scientific method to improve efficiency realize resource optimal allocation under the condition of safety production logistics.

Key words: coal mine production logistics, safety hard constraint, efficiency optimization, response surface method

中图分类号:

X913.4

王金凤, 翟雪琪, 冯立杰. 面向安全硬约束的煤矿生产物流效率优化研究[J]. 中国管理科学, 2014, 22(7): 59-66.

WANG Jin-feng, ZHAI Xue-qi, FENG Li-jie. Efficiency Optimization of Coal Mine Production Logistics Under Safety Hard Constraint[J]. Chinese Journal of Management Science, 2014, 22(7): 59-66.

参考文献

[1] 李运强,黄海辉.世界主要产煤国家煤矿安全生产现状及发展趋势[J]. 中国安全科学学报,2010,(6):158-165.

[2] 吴金刚,徐星.2008-2010年河南省煤矿事故统计及原因分析[J]. 中州煤炭,2012,(1): 99-101.

[3] Sharma C S. Efficiency and productivity analysis of coal mines. Proceeding of 23rd Annual International Pittsburgh Coal Conference, PCC-Coal-Energy, Environment and Sustainable Development, Pittsburgh, USA, September 25-28, 2006.

[4] Stoker T M, Berndt E R, Ellerman A D, et al. Panel data analysis of U.S. coal productivity [J]. Journal of Econometrics, 2005, 127 (2):131-164.

[5] 王金凤,翟雪琪,冯立杰.基于Malmquist指数的煤矿生产物流动态效率评价[J]. 煤炭工程,2011,(10): 133-135.

[6] 程晓娟.我国煤炭企业安全效率的DEA分析[J]. 矿业工程研究,2010,(2):73-76.

[7] 姚平,梁静国.我国煤炭企业效率测算[J]. 煤炭学报,2008,(3):357-360.

[8] Lei Tong.Efficiency assessment of coal mine safety input by data envelopment analysis[J]. Journal of China University of Mining and Technology, 2008,18(1):88-92.

[9] 王汉斌,白云杰,王萍.山西煤矿安全因子分析评价[J]. 辽宁工程技术大学学报(自然科学版),2009,(6):905-908.

[10] Box G E P, Wilson K B. On the experimental attainment of optimum conditions[J]. Journal of Royal Statistical Society, 1951, B(13): 1-45.

[11] Alibrandi U. A response surface method for stochastic dynamic analysis[J]. Reliability Engineering & System Safety, 2014,126:44-53.

[12] Huang Yufen, Hsieh C Y. Influence analysis in response surface methodology[J]. Journal of Statistical Planning and Inference, 2014,147:188-203.

[13] Campatelli G, Lorenzini L, Scippa A. Optimization of process parameters using a response surface method for minimizing power consumption in the milling of carbon steel[J]. Journal of Cleaner Production, 2014,66(1):309-316.

[14] Ashok A, Lee I H, Arunachalam S, et al. Development of a response surface model of aviation's air quality impacts in the United States[J]. Atmospheric Environment, 2013,77:445-452.

[15] Park J, Towashiraporn P. Rapid seismic damage assessment of railway bridges using the response-surface statistical model[J]. Structural Safety, 2014,47:1-12.

[16] 田军,周勇.运用基于拟随机数的响应曲面法改进电路模拟[J]. 系统工程理论与实践,2013,06: 1530-1536.

[17] Myers R H. Response surface methodology-current status and future directions[J]. Journal of Quality Technology, 1999, 31(1): 30-44.

[18] 崔庆安,何桢,车建国.一种基于支持向量机的非参数双响应曲面法[J]. 天津大学学报,2006,(8):1008-1014.

[19] 赵媚,潘尔顺,郭瑜,等.基于双响应曲面法的稳健参数设计[J]. 工业工程与管理,2010,(1): 87-91.

[20] 王晓梅. 煤炭企业的安全经济效益分析[J]. 煤炭学报,2007,(8):893-896.

[21] 侯立峰,何学秋.安全投资决策优化模型[J]. 中国安全科学学报,2004,(10):32-35+2.

[22] 钱永坤,谢虹,徐建博. 安全投入与经济效益关系——以中国乡镇煤矿为例[J]. 数量经济技术经济研究,2004,(8):40-45.

[23] 游晓明,刘升,王裕明.网络资源并行分配的多目标优化博弈量子方法[J]. 系统工程理论与实践,2011,(S2):49-55.

[24] 刘淳安.一种求解动态多目标优化问题的粒子群算法[J]. 系统仿真学报,2011,(2): 288-293.

[25] Tanaka Y, Fukushima M, Ibaraki T. A globally convergent SQP method for semi-infinite nonlinear optimization[J]. Journal of Computational and Applied Mathematics, 1988, 23(2): 141-153.

[26] Su Ke, Yu Zhenshong. A modified SQP method with nonmonotone technique and its global convergence[J]. Computers & Mathematics with Applications, 2009, 57(2): 240-247.

[27] Zhu Zhibin, Zhang Keam, Geng Zhenjie. A feasible SQP method for nonlinear programming[J]. Applied Mathematics and Computation, 2010, 215(11): 3956-3969