基于模糊综合评价的矿用提升机电气传动系统状态评估
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摘要
为了准确评估矿用提升机电气传动系统的健康状态,及时实施状态维修,保障提升机系统能够安全可靠运行,提出了基于模糊综合评价的矿用提升机电气传动系统状态评估方法。在对该传动系统各组成部分故障分析的基础上,构建了状态评估的指标体系,采用层次分析法计算指标的权重,并引入劣化度分析对指标标准化处理。最后对河南某矿型号为JKMD-4?4(Z)的提升机电气传动系统进行多层次模糊综合评价。结果表明:通过仿真分析验证,所建立的状态评估模型能准确地判断矿用提升机电气传动系统的运行状态。
In order to accurately evaluate the health status of mine hoist electric drive system, timely implement state maintenance, and ensure the safe and reliable operation of hoist system, a new method for status assessment of mine hoist electric drive system based on fuzzy synthetic evaluation is proposed. On the basis of the fault analysis of electric drive system components, an evaluation index system for operational status is constructed. The analytic hierarchy process method is applied to calculate the indicator weights and the degradation analysis is introduced in the standardization of the indicators. Finally, a multi-level fuzzy comprehensive evaluation of the hoist electric drive system of a mine model of JKMD-4?4(Z) in Henan province is carried out. The obtained results show that the applied system status assessment in this paper can precisely determine the operation state of the mine hoist electric drive system through simulation analysis.
In order to accurately evaluate the health status of mine hoist electric drive system, timely implement state maintenance, and ensure the safe and reliable operation of hoist system, a new method for status assessment of mine hoist electric drive system based on fuzzy synthetic evaluation is proposed. On the basis of the fault analysis of electric drive system components, an evaluation index system for operational status is constructed. The analytic hierarchy process method is applied to calculate the indicator weights and the degradation analysis is introduced in the standardization of the indicators. Finally, a multi-level fuzzy comprehensive evaluation of the hoist electric drive system of a mine model of JKMD-4?4(Z) in Henan province is carried out. The obtained results show that the applied system status assessment in this paper can precisely determine the operation state of the mine hoist electric drive system through simulation analysis.
引文
[1]李娟莉,杨兆建.基于本体的矿井提升机故障诊断方法[J].振动?测试与诊断,2013,33(6):993-997.LI Juanli,YANG Zhaojian.Fault diagnosis method for mine hoist based on ontology[J].Journal of Vibration,Measurement&Diagnosis,2013,33(6):993-997.
[2]刘景艳,王福忠,李玉东.基于粒子群网络的提升机制动系统故障诊断[J].控制工程,2016,23(2):294-298.LIU Jingyan,WANG Fuzhong,LI Yudong.Fault diagnosis of hoist braking system based on neural network optimized by particle swarm[J].Control Engineering,2016,23(2):294-298.
[3]乐波,谢恒堃.基于模糊输出BP神经网络的电机主绝缘老化状态评估方法[J].中国电机工程学报,2005,25(2):76-81.YUE Bo,XIE Hengkun.Evaluating the aging condition of main insulation in lager generator based BP artificial neural network with fuzzy output[J].Proceedings of the CSEE,2005,25(2):76-81.
[4]YADAV A,DASH Y,ASHOK V.ANN based directional relaying scheme for protection of Korba-Bhilai transmission line of Chhattisgarh state[J].Protection and Control of Modern Power Systems,2016,1(1):128-144.DOI:10.1186/s41601-016-0029-6.
[5]徐廷学,李志强,顾钧元,等.基于多状态贝叶斯网络的导弹质量状态评估[J].兵工学报,2018,39(2):391-398.XU Tingxue,LI Zhiqiang,GU Junyuan,et al.Missile condition assessment based on multi-state Bayesian network[J].Acta Armamentarii,2018,39(2):391-398.
[6]耿俊豹,邱玮,孔祥纯,等.基于粗糙集和D-S证据理论的设备技术状态评估[J].系统工程与电子技术,2008,30(1):112-115.GENG Junbao,QIU Wei,KONG Xiangchun,et al.Technical condition evaluation for devices based on rough set theory and D-S evidence theory[J].System Engineering and Electronics,2008,30(1):112-115.
[7]李伟,刘波峰,林挺宇,等.基于D-S证据理论的超速离心机健康状态评估方法[J].仪表技术与传感器,2011(4):97-99.LI Wei,LIU Bofeng,LIN Tingyu,et al.Health assessment methods of ultracentrifuge based on Dempster Shafer evidence theory[J].Instrument Technique and Sensor,2011(4):97-99.
[8]师元康,姜振超,安寸然.智能变电站继电保护装置状态评估实用化研究[J].电力系统保护与控制,2016,44(10):119-125.SHI Yuankang,JIANG Zhenchao,AN Cunran.Research on practical state evaluation of protection device in smart substation[J].Power System Protection and Control,2016,44(10):119-125.
[9]张珂斐,郭江,肖志怀.模糊综合评价和改进证据理论相融合的变压器状态评价方法研究[J].武汉大学学报(工学版),2016,49(2):279-284.ZHANG Kefei,GUO Jiang,XIAO Zhihuai.Research on state evaluation method of transformer based on fusion of fuzzy comprehensive evaluation and improved D-S evidence theory[J].Engineering Journal of Wuhan University,2016,49(2):279-284.
[10]张晶晶,许修乐,丁明,等.基于模糊层次分析法的变压器状态评估[J].电力系统保护与控制,2017,45(3):75-81.ZHANG Jingjing,XU Xiule,DING Ming,et al.A condition assessment method of power transformers based on fuzzy analytic hierarchy process[J].Power System Protection and Control,2017,45(3):75-81.
[11]翟章良,周力行.基于状态量权重的变压器状态评价系统研制[J].智慧电力,2018,46(9):88-94.ZHAI Zhangliang,ZHOU Lixing.Development of transformer state evaluation system based on state quantity weight[J].Smart Power,2018,46(9):88-94.
[12]黄必清,何焱,王婷艳.基于模糊综合评价的海上直驱风电机组运行状态评估[J].清华大学学报(自然科学版),2015,55(5):543-549.HUANG Biqing,HE Yan,WANG Tingyan.Fuzzy synthetic evaluation of the operational status of offshore direct-drive wind turbines[J].Journal of Tsinghua University(Science and Technology),2015,55(5):543-549.
[13]李辉,胡姚刚,唐显虎,等.并网风电机组在线运行状态评估方法[J].中国电机工程学报,2010,30(33):103-109.LI Hui,HU Yaogang,TANG Xianhu,et al.Method for on-line operating conditions assessment for a grid-connected wind turbines generator system[J].Proceedings of the CSEE,2010,30(33):103-109.
[14]安实,龙江.基于贝叶斯网络的卫星型号系统状态评估模型[J].北京理工大学学报,2010,30(5):548-551.AN Shi,LONG Jiang.Model of satellite system state evaluation based on Bayers network[J].Transactions of Beijing Institute of Technology,2010,30(5):548-551.
[15]丛林虎,徐廷学,董琪,等.基于改进证据理论的导弹状态评估方法[J].系统工程与电子技术,2016,38(1):70-76.CONG Linhu,XU Tingxue,DONG Qi,et al.Missile condition assessment method based on improved evidence theory[J].Systems Engineering and Electronics,2016,38(1):70-76.
[16]国连玉,李可军,梁永亮,等.基于灰色模糊综合评判的高压断路器状态评估[J].电力自动化设备,2014,34(11):161-167.GUO Lianyu,LI Kejun,LIANG Yongliang,et al.HVcircuit breaker state assessment based on gray-fuzzy comprehensive evaluation[J].Electric Power Automation Equipment,2014,34(11):161-167.
[17]邹仁华,王毅超,邓元婧,等.基于变权综合理论和模糊综合评价的多结果输出输电线路运行状态评价方法[J].高电压技术,2017,43(4):1289-1295.ZOU Renhua,WANG Yichao,DENG Yuanjing,et al.Condition assessment method for transmission line with multiple outputs based on variable weight principle and fuzzy comprehensive evaluation[J].High Voltage Engineering,2017,43(4):1289-1295.
[18]马海英,周林,王亮.基于劣化度的装备健康状态评估模型[J].火力与指挥控制,2014,39(10):66-69.MA Haiying,ZHOU Lin,WANG Liang.Research on the model of equipment health state evaluation based on deterioration degree[J].Fire Control&Command Control,2014,39(10):66-69.
[19]陶杰,章国宝,黄永明,等.基于模糊综合评价的电梯安全运行状态评估[J].河南理工大学学报(自然科学版),2016,35(6):782-788.TAO Jie,ZHANG Guobao,HUANG Yongming,et al.Fuzzy comprehensive evaluation of the safety operational status of elevator[J].Journal of Henan Polytechnic University(Natural Science),2016,35(6):782-788.
[20]王月月,陈民铀,姜振超,等.基于云理论的智能变电站二次设备状态评估[J].电力系统保护与控制,2018,46(1):71-77.WANG Yueyue,CHEN Minyou,JIANG Zhenchao,et al.A state assessment method for secondary equipment in intelligent substation based on cloud model[J].Power System Protection and Control,2018,46(1):71-77.
[21]冷华,童莹,李欣然,等.配电网运行状态综合评估方法研究[J].电力系统保护与控制,2017,45(1):53-59.LENG Hua,TONG Ying,LI Xinran,et al.Comprehensive evaluation method research of the operation state in distributed network[J].Power System Protection and Control,2017,45(1):53-59.
[22]李金,陶文伟,廖辰川,等.基于LCC理论的二次设备项目优选[J].智慧电力,2017,45(12):55-61.LI Jin,TAO Wenwei,LIAO Chenchuan,et al.Projects selection of secondary equipments based on life cycle cost theory[J].Smart Power,2017,45(12):55-61.
[23]王德华.基于层次分析法的生态体育产品综合测度与评价[J].信阳师范学院学报(自然科学版),2017,30(1):155-159.WANG Dehua.Comprehensive measurement and evaluation of ecological sports products based on the analytic hierarchy process[J].Journal of Xinyang Normal University(Natural Science Edition),2017,30(1):155-159.
[24]SAATY T L.Decision making with dependence and feedback:the analytic network process[M].Pittsburgh:RWS Publications,2001:225-279.
[25]李军均,戚进,胡洁,等.一种基于隶属函数的相似度计算方法及其应用[J].计算机应用研究,2010,27(3):891-893.LI Junjun,QI Jin,HU Jie,et al.Similarity measurement method based on membership function and its application[J].Application Research of Computers,2010,27(3):891-893.
[26]宋人杰,陈禹名.基于变权系数的继电保护状态模糊综合评价方法[J].电力系统保护与控制,2016,44(3):46-50.SONG Renjie,CHEN Yuming.Fuzzy synthetic evaluation of relay protection based on variable weight value[J].Power System Protection and Control,2016,44(3):46-50.
[27]金立兵,丁苹聚,张新丽.基于全寿命理论的公路混凝土耐久性模糊评估[J].信阳师范学院学报(自然科学版),2017,30(3):494-497.JIN Libing,DING Pingju,ZHANG Xinli.Fuzzy comprehensive evaluation of highway concrete durability based on life cycle theory[J].Journal of Xinyang Normal University(Natural Science Edition),2017,30(3):494-497.
[2]刘景艳,王福忠,李玉东.基于粒子群网络的提升机制动系统故障诊断[J].控制工程,2016,23(2):294-298.LIU Jingyan,WANG Fuzhong,LI Yudong.Fault diagnosis of hoist braking system based on neural network optimized by particle swarm[J].Control Engineering,2016,23(2):294-298.
[3]乐波,谢恒堃.基于模糊输出BP神经网络的电机主绝缘老化状态评估方法[J].中国电机工程学报,2005,25(2):76-81.YUE Bo,XIE Hengkun.Evaluating the aging condition of main insulation in lager generator based BP artificial neural network with fuzzy output[J].Proceedings of the CSEE,2005,25(2):76-81.
[4]YADAV A,DASH Y,ASHOK V.ANN based directional relaying scheme for protection of Korba-Bhilai transmission line of Chhattisgarh state[J].Protection and Control of Modern Power Systems,2016,1(1):128-144.DOI:10.1186/s41601-016-0029-6.
[5]徐廷学,李志强,顾钧元,等.基于多状态贝叶斯网络的导弹质量状态评估[J].兵工学报,2018,39(2):391-398.XU Tingxue,LI Zhiqiang,GU Junyuan,et al.Missile condition assessment based on multi-state Bayesian network[J].Acta Armamentarii,2018,39(2):391-398.
[6]耿俊豹,邱玮,孔祥纯,等.基于粗糙集和D-S证据理论的设备技术状态评估[J].系统工程与电子技术,2008,30(1):112-115.GENG Junbao,QIU Wei,KONG Xiangchun,et al.Technical condition evaluation for devices based on rough set theory and D-S evidence theory[J].System Engineering and Electronics,2008,30(1):112-115.
[7]李伟,刘波峰,林挺宇,等.基于D-S证据理论的超速离心机健康状态评估方法[J].仪表技术与传感器,2011(4):97-99.LI Wei,LIU Bofeng,LIN Tingyu,et al.Health assessment methods of ultracentrifuge based on Dempster Shafer evidence theory[J].Instrument Technique and Sensor,2011(4):97-99.
[8]师元康,姜振超,安寸然.智能变电站继电保护装置状态评估实用化研究[J].电力系统保护与控制,2016,44(10):119-125.SHI Yuankang,JIANG Zhenchao,AN Cunran.Research on practical state evaluation of protection device in smart substation[J].Power System Protection and Control,2016,44(10):119-125.
[9]张珂斐,郭江,肖志怀.模糊综合评价和改进证据理论相融合的变压器状态评价方法研究[J].武汉大学学报(工学版),2016,49(2):279-284.ZHANG Kefei,GUO Jiang,XIAO Zhihuai.Research on state evaluation method of transformer based on fusion of fuzzy comprehensive evaluation and improved D-S evidence theory[J].Engineering Journal of Wuhan University,2016,49(2):279-284.
[10]张晶晶,许修乐,丁明,等.基于模糊层次分析法的变压器状态评估[J].电力系统保护与控制,2017,45(3):75-81.ZHANG Jingjing,XU Xiule,DING Ming,et al.A condition assessment method of power transformers based on fuzzy analytic hierarchy process[J].Power System Protection and Control,2017,45(3):75-81.
[11]翟章良,周力行.基于状态量权重的变压器状态评价系统研制[J].智慧电力,2018,46(9):88-94.ZHAI Zhangliang,ZHOU Lixing.Development of transformer state evaluation system based on state quantity weight[J].Smart Power,2018,46(9):88-94.
[12]黄必清,何焱,王婷艳.基于模糊综合评价的海上直驱风电机组运行状态评估[J].清华大学学报(自然科学版),2015,55(5):543-549.HUANG Biqing,HE Yan,WANG Tingyan.Fuzzy synthetic evaluation of the operational status of offshore direct-drive wind turbines[J].Journal of Tsinghua University(Science and Technology),2015,55(5):543-549.
[13]李辉,胡姚刚,唐显虎,等.并网风电机组在线运行状态评估方法[J].中国电机工程学报,2010,30(33):103-109.LI Hui,HU Yaogang,TANG Xianhu,et al.Method for on-line operating conditions assessment for a grid-connected wind turbines generator system[J].Proceedings of the CSEE,2010,30(33):103-109.
[14]安实,龙江.基于贝叶斯网络的卫星型号系统状态评估模型[J].北京理工大学学报,2010,30(5):548-551.AN Shi,LONG Jiang.Model of satellite system state evaluation based on Bayers network[J].Transactions of Beijing Institute of Technology,2010,30(5):548-551.
[15]丛林虎,徐廷学,董琪,等.基于改进证据理论的导弹状态评估方法[J].系统工程与电子技术,2016,38(1):70-76.CONG Linhu,XU Tingxue,DONG Qi,et al.Missile condition assessment method based on improved evidence theory[J].Systems Engineering and Electronics,2016,38(1):70-76.
[16]国连玉,李可军,梁永亮,等.基于灰色模糊综合评判的高压断路器状态评估[J].电力自动化设备,2014,34(11):161-167.GUO Lianyu,LI Kejun,LIANG Yongliang,et al.HVcircuit breaker state assessment based on gray-fuzzy comprehensive evaluation[J].Electric Power Automation Equipment,2014,34(11):161-167.
[17]邹仁华,王毅超,邓元婧,等.基于变权综合理论和模糊综合评价的多结果输出输电线路运行状态评价方法[J].高电压技术,2017,43(4):1289-1295.ZOU Renhua,WANG Yichao,DENG Yuanjing,et al.Condition assessment method for transmission line with multiple outputs based on variable weight principle and fuzzy comprehensive evaluation[J].High Voltage Engineering,2017,43(4):1289-1295.
[18]马海英,周林,王亮.基于劣化度的装备健康状态评估模型[J].火力与指挥控制,2014,39(10):66-69.MA Haiying,ZHOU Lin,WANG Liang.Research on the model of equipment health state evaluation based on deterioration degree[J].Fire Control&Command Control,2014,39(10):66-69.
[19]陶杰,章国宝,黄永明,等.基于模糊综合评价的电梯安全运行状态评估[J].河南理工大学学报(自然科学版),2016,35(6):782-788.TAO Jie,ZHANG Guobao,HUANG Yongming,et al.Fuzzy comprehensive evaluation of the safety operational status of elevator[J].Journal of Henan Polytechnic University(Natural Science),2016,35(6):782-788.
[20]王月月,陈民铀,姜振超,等.基于云理论的智能变电站二次设备状态评估[J].电力系统保护与控制,2018,46(1):71-77.WANG Yueyue,CHEN Minyou,JIANG Zhenchao,et al.A state assessment method for secondary equipment in intelligent substation based on cloud model[J].Power System Protection and Control,2018,46(1):71-77.
[21]冷华,童莹,李欣然,等.配电网运行状态综合评估方法研究[J].电力系统保护与控制,2017,45(1):53-59.LENG Hua,TONG Ying,LI Xinran,et al.Comprehensive evaluation method research of the operation state in distributed network[J].Power System Protection and Control,2017,45(1):53-59.
[22]李金,陶文伟,廖辰川,等.基于LCC理论的二次设备项目优选[J].智慧电力,2017,45(12):55-61.LI Jin,TAO Wenwei,LIAO Chenchuan,et al.Projects selection of secondary equipments based on life cycle cost theory[J].Smart Power,2017,45(12):55-61.
[23]王德华.基于层次分析法的生态体育产品综合测度与评价[J].信阳师范学院学报(自然科学版),2017,30(1):155-159.WANG Dehua.Comprehensive measurement and evaluation of ecological sports products based on the analytic hierarchy process[J].Journal of Xinyang Normal University(Natural Science Edition),2017,30(1):155-159.
[24]SAATY T L.Decision making with dependence and feedback:the analytic network process[M].Pittsburgh:RWS Publications,2001:225-279.
[25]李军均,戚进,胡洁,等.一种基于隶属函数的相似度计算方法及其应用[J].计算机应用研究,2010,27(3):891-893.LI Junjun,QI Jin,HU Jie,et al.Similarity measurement method based on membership function and its application[J].Application Research of Computers,2010,27(3):891-893.
[26]宋人杰,陈禹名.基于变权系数的继电保护状态模糊综合评价方法[J].电力系统保护与控制,2016,44(3):46-50.SONG Renjie,CHEN Yuming.Fuzzy synthetic evaluation of relay protection based on variable weight value[J].Power System Protection and Control,2016,44(3):46-50.
[27]金立兵,丁苹聚,张新丽.基于全寿命理论的公路混凝土耐久性模糊评估[J].信阳师范学院学报(自然科学版),2017,30(3):494-497.JIN Libing,DING Pingju,ZHANG Xinli.Fuzzy comprehensive evaluation of highway concrete durability based on life cycle theory[J].Journal of Xinyang Normal University(Natural Science Edition),2017,30(3):494-497.
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