Journal of Dalian Maritime University >
2016 , Vol. 42 >Issue 3: 77 - 83
DOI: https://doi.org/10.16411/j.cnki.issn1006-7736.2016.03.013
Crane safety assessment based on game theory and uncertainty measurement theory
Received date: 2016-01-06
Revised date: 2016-02-01
Online published: 2016-02-01
In order to judge accurately the safety status of crane in service, and improve insufficiency of single weighting manner and principle of maximum degree of membership, an evaluation model of crane safety grade was built by using combination weights and uncertainty measurement theory. Uncertainty measurements matrix of individual indexes were calculated based on the marks given by evaluators. Analytical hierarchy process(AHP) and information entropy method were used respectively to determine subjective and objective weights. Then the subjective and objective weighting were combined by using game theory. According to uncertainty measurement matrix of individual indexes and combination weights, the multi-indexed uncertainty measurement vector was calculated. Safety grade can be achieved finally by using the confidence criterion, grade feature value equation, and grade discriminant criterion. An example calculation shows that the proposed model can precisely reflect safety status of crane, and the assessment results are more reasonable.
LI Ai-hua , ZHAO Zhang-yan . Crane safety assessment based on game theory and uncertainty measurement theory[J]. Journal of Dalian Maritime University, 2016 , 42(3) : 77 -83 . DOI: 10.16411/j.cnki.issn1006-7736.2016.03.013
［1］国家质量监督检验检疫总局.事故专栏特种设备事故月报情况［EB/OL］.［2014-05-14］.http://www.aqsiq.gov.cn/xxgk_13386/tzdt/zztz/201405/t20140514_412493.htm.
［2］国家质量监督检验检疫总局.关于2014年全国特种设备安全状况的情况通报［EB/OL］.［2015-04-20］.http://www.aqsiq.gov.cn/xxgk_13386/tzdt/gzdt/201504/t20150420_436720.htm.
［3］HAKKINEN K.Crane accidents and their prevention［J］. Journal of Occupational Accidents,1978,1:353-361.
［4］NEITZEL R L,SEIXAS N S,REN K K.A review of crane safety in the construction industry［J］.Applied Occupational and Environmental Hygiene,2001,16 (12),1106-1117.
［5］胡静波,庆光蔚,王会方,等.基于模糊层次综合分析法的桥门式起重机分级评价［J］. 中国安全生产科学技术,2014,10(1): 187-192.
HU Jing-bo, QING Guang-wei,WANG hui-fang,et al.Classification evaluation of bridge and gantry cranes based on fuzzy analytic hierarchy process［J］. Journal of Safety Science and Technology,2014,10(1):187-192.(in Chinese)
［6］RUUD S, MIKKELSEN .Risk-based rules for crane safety systems［J］.Reliability Engineering and System Safety,2008,93:1369-1376.
［7］徐格宁,李鹏.基于3标度层次分析法的履带起重机起升机构安全工作状态综合评价［J］.安全与环境学报,2013,13(4): 240-243.
XU Ge-ning,LI Peng.Comprehensive evaluation for safety working status of hoisting mechanism of crawler based on 3-scale AHP［J］.Journal of Safety and Environment,2013,13(4):240-243.(in Chinese)
［8］赵章焰,刘祥伟,苏力,等.基于FAHP法的造船起重机结构安全性评价研究［J］.港口装卸,2012(3):12-15.
ZHAO Zhang-yan,LIU Xiang-wei,SU Li,et al.Research on structural safety evaluation on shipbuilding crane based on FAHP method［J］.Port Operation,2012(3):12-15.(in Chinese)
［9］李波,陈定方,陶德馨,等.基于人工神经网络的起重机安全评价［J］.起重运输机械,2006(9):52-55.
LI Bo, CHEN Ding-fang,TAO De-xin,et al,Crane safety evaluation based on neutral network［J］.Hoisting and Conveying Machinery,2006(9):52-55.(in Chinese)
［10］王卫辉,孟小胴,强宝民,等.桥式起重机安全评估指标体系研究和系统设计［J］.中国安全生产科学技术,2013,9(9):155-159.
WANG Wei-hui,MENG Xiao-dong, QIANG Bao-min,et al.Research on index system and software system design of bridge crane safety evaluation on bridge crane［J］.Journal of Safety Science and Technology,2013,9(9):155-159.(in Chinese)
［11］舒文杰,徐桂芳,魏国前,等.SVM的起重机金属结构安全评估研究［J］.机械设计与制造,2014(12):269-272.
SHU Wen-jie,XU Gui-fang,WEI Guo-qian,et al.Metal structure safety assessment of crane based on SVM［J］. Machinery Design &Manufacture,2014(12):269-272.(in Chinese)
［12］陈兆芳,张岐山.基于灰色理论和层次分析法的门座起重机门架系统安全评价［J］.福州大学学报:自然科学版,2013,41(3): 354-358.
CHEN Zhao-fang,ZHANG Qi-shan.The safety evaluation for gantry system of portal crane based on the grey theory and analytic hierarchy process［J］.Journal of Fuzhou University:Natural Science Edition,2013,41(3): 354-358.(in Chinese)
［13］陈国华,刘爽,王新华.基于组合赋权法的塔式起重机定量风险评估及应用［J］.起重运输机械,2015(4):62-68.
CHEN Guo-hua,LIU Shuang,WANG Xin-hua.Quantitative risk assessment and application of tower crane based on combination weights［J］.Hoisting and Conveying Machinery,2015(4):62-68.(in Chinese)
［14］杨瑞刚,徐格宁,树学峰.基于未确知测度理论的桥式起重机安全评估［J］.安全与环境学报,2011,11(2):224-227.
YANG Rui-gang,XU Ge-ning,SHU Xue-feng.On the crane safety assessment based on the uncertained measuring theory［J］.Journal of Safety and Environment,2011,11(2):224-227.(in Chinese)
［15］李艳强,秦跃平,刘宏波,等.基于未确知测度理论的安全生产状况评价研究［J］.中国安全科学学报,2010,20(12):111-115.
LI Yan-qiang,QIN Yue-ping,LIU Hong-bo,et al.Research on safety production status evaluation based on uncertainty measurement theory［J］.China Safety Science Journal,2010,20(12):111-115.(in Chinese)
［16］黄仁东,韩明,张小军,等.基于Fisher判别法岩溶塌陷倾向性等级分类预测［J］.中国安全科学学报,2011,21(9):70-76.
HUANG Ren-dong,HAN Ming,ZHANG Xiao-jun,et al.Classification prediction of karst collapse tendency level based on Fisher discriminant analysis method［J］.China Safety Science Journal,2011,21(9):70-76.(in Chinese)
［17］邵良杉,徐波.基于Fisher判别分析的冲击地压危险性等级预测［J］.金属矿山,2015(1):138-144.
SHAO Liang-shan,XU Bo.Prediction on classification of rock burst hazard based on fisher discriminant analysis［J］.Metal Mine,2015(1):138-144.(in Chinese)
［18］闫滨,孙友良,闫胜利,等.一种新型的组合赋权方法及在水闸安全评价中的应用［J］.长江科学院院报,2014,31(10):108-113.
YAN Bin,SUN You-liang,YAN Sheng-li,et al.A novel combination weighting method and its application in sluice safety evaluation,2014,31(10):108-113.(in Chinese)
［19］龚凤强,李夕兵,董陇军,等.基于未确知测度理论的采空区危险性评价研究［J］.岩石力学与工程学报,2008,27(2):323-330.
GONG Feng-qiang,LI Xi-bing,DONG Long-jun,et al.Underground goaf risk evaluation based on uncertainty measurement theory［J］.Chinese Journal of Rock Mechanics and Engineering,2008,27(2):323-330.(in Chinese)
［20］陈可嘉,金炼.航空公司飞行安全灰色区间层次评价［J］.中国安全科学学报,2015,25(8):146-151.
CHEN Ke-jia,JIN Lian.Grey interval hierarchy evaluation of airline flight safety performance［J］.China Safety Science Journal,2015,25(8): 146-151.(in Chinese)
［21］李玲玲,刘敬杰,凌跃胜,等.物元理论和证据理论相结合的电能质量综合评估［J］.电工技术学报,2015,30(12):383-391.
LI Ling-ling,LIU Jing-jie,LING Yue-sheng,et al.Power quality comprehensive evaluation based on matter-element theory and evidence theory［J］.Transactions of China Electrotechnical Society,2015,30(12):383-391.(in Chinese)
［22］郑一峰,李龙,房玮,等.基于信息熵-未确知测度理论的公路桥梁耐久性评价［J］.东北大学学报:自然科学版,2014,35(8):1206-1216.
ZHENG Yi-feng,LI Long,FANG Wei,et al.Durability assessment of highway bridges based on information entropy and uncertainty measurement theory［J］.Journal of Northeastern University:Natural Science,2014,35(8):1206-1216.(in Chinese)
［23］路遥,徐林荣,陈舒阳,等.基于博弈论组合赋权的泥石流危险度评价［J］.灾害学,2014,29(1):194-200.
LU Yao,XU Lin-rong,CHEN Shu-yang,et al.Combined weight method based on game theory for debris flow hazard risk assessment［J］.Journal of Catastrophology,2014,29(1):194-200.(in Chinese)
［24］郑绍羽,李素芹.混合型指标基坑支护方案优选的改进TOPSIS法［J］.中国安全科学学报,2014,24(5):98-103.
ZHENG Shao-yu,LI Su-qin.Improved TOPSIS decision method for optimizing mixed indexes supporting schemes for foundation pit［J］.China Safety Science Journal,2014,24(5):98-103.(in Chinese)
［25］甘蓉,宣昊,刘国东,等.基于博弈论综合权重的物元可拓模型在地下水质量评价中的应用［J］.水电能源科学,2015,33(1):39-42.
GAN Rong,XUAN Hao,LIU Guo-dong,et al.Application of weighted matter-element extension based game theory in groundwater quality evaluation［J］.Water Resources and Power,2015,33(1):39-42.(in Chinese)
［26］王新民,王石,鄢德波,等.基于未确知测度理论的充填管道堵塞风险性评价［J］.中国安全科学学报,2012,22(4):151-156.
WANG Xin-min,WANG Shi,YAN De-bo,et al.Risk assessment on blocking of filling pipeline based on uncertainty measurement theory［J］.China Safety Science Journal,2012,22(4):151-156.(in Chinese)
［27］邹强,周建中,周超,等.基于最大熵原理和属性区间识别理论的洪水灾害风险分析［J］.水科学进展,2012,23(2):323-333.
ZOU Qiang,ZHOU Jian-zhong,ZHOU Chao,et al.Flood disaster risk analysis based on principle of maximum entropy and attribute interval recognition theory［J］.Advances in Water Science,2012,23(2):323-333.(in Chinese)
［28］陈守煜.工程模糊集理论与应用［M］.北京:国防工业出版社,1998:15.
［29］吴辉.基于可变模糊集理论的住宅建筑节能评价研究［D］.西安:西安建筑科技大学,2013.
WU Hui.Research on the evaluation of residential building energy-saving based on variable fuzzy sets theory［D］.Xi’an:Xi’an University of Architecture and Technology,2013.(in Chinese)
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