弓网多目标滑动电接触下最优压力载荷

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Abstract The self-implemented testing system is used to simulate the pantograph catenary system running status.Experiments on the grind between the leaching metal carbon slide and the copper wire are carried out to study the numerical relationships between the contact pressure load and the current efficiency,the current-carrying stability factor and the wear rate in the case of the given currents and speeds.The immune genetic algorithm is used to optimize the Elman dynamic feedback neural network (IGA-ENN) to forecast the input and output model.The optimization for the pressure load based on the adaptive weight particle swarm optimization algorithm (AW-PSO) can provide the optimal Pareto solution front.Finally,the multi-objective optimization problem is transferred into the single-objective problem to determine the corresponding optimal pressure load.

Key words： Current efficiency current-carrying stability factor wear rate model prediction AW-PSO algorithm Pareto solution optimization

Received: 24 December 2014 Published: 07 December 2015

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	Chen Zhonghua Tang Bo Shi Guang Hui Lichuan Guo Fengyi

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Chen Zhonghua Tang Bo Shi Guang Hui Lichuan Guo Fengyi. Optimal Pressure Load Under Multi-objective Sliding Electric Contact in the Pantograph-catenary System[J]. Transactions of China Electrotechnical Society, 2015, 30(17): 154-160.

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https://dgjsxb.ces-transaction.com/EN/ OR https://dgjsxb.ces-transaction.com/EN/Y2015/V30/I17/154

[1] 丁涛,陈光雄,朱旻昊.法向载荷对不锈钢/浸金属碳载流摩擦磨损性能的影响[J].机械工程材料,2010,34(9):5-8.
Ding Tao,Chen Guangxiong,Zhu Minhao.Effect of normal load on friction and wear properties of stainless-steel/copper-metal impregnation carbon under electric current[J].Materials For Mechanical Engineering,2010,34(9):5-8.
[2] 时光,陈忠华,郭凤仪.强电流滑动电接触下最佳法向载荷[J].电工技术学报,2014,29(1):23-30.
Shi Guang,Chen Zhonghua,Guo Fengyi.Optimal normal load of sliding electrical contacts under high current[J].Transactions of China Electrotechnical Society,2014,29(1):23-30.
[3] 田磊,孙乐民,上官宝,等.摩擦速度对铜/碳复合材料载流摩擦磨损性能的影响[J].机械工程材料,2012,36(9):69-72.
Tian Lei,Sun Lemin,Shang Guanbao,et al.Effect of frietion velocity on current carrying frietion and wear properties of copper-graphite composites[J].Materials for Mechanical Engineering,2012,36(9):69-72.
[4] Pizzigoni B,Collina A,Flapp B,et al.Effect of metallised carbon content of collector strip on the wear of contact wire-collector strip pair in railway systems[J].Tributest,2007,13(5):35-47.
[5] Bocciolone M,Bucca G,Collina A,et al.A test rig for the comparative evaluation of performance of collector strips[C].7th International Conference and Exhibition “Railway Engineering 2004”,London,2004:102-104.
[6] Bucca G,Collina A.A procedure for the wear prediction of collector strip and contact wire in pantograph-catenary system[J].Wear,2009,26(6):46-59.
[7] 回立川,陈忠华,郭凤仪.多目标下滑动电接触最优载荷确定[J].电工技术学报,2013,28(5):196-201.
Hui Lichuan,Chen Zhonghua,Guo Fengyi.Best load in sliding electric contact system under multi-objective condition[J].Transactions of China Electrotechnical Society,2013,28(5):196-201.
[8] 陈忠华,王铁军,回立川,等.弓网系统滑动电接触最优压力载荷的确定[J].电工技术学报,2013,28(6):86-92.
Chen Zhonghua,Wang Tiejun,Hui Lichuan et al.Determination of the optimal contact load in pantograph-catenary system[J].Transactions of China Electrotechnical Society,2013,28(6):86-92.
[9] 陈忠华,康立乾,石英龙,等.弓网滑动电接触电流稳定性研究[J].电工技术学报,2013,28(10):127-133.
Chen Zhonghua,Kang Liqian,Shi Yinglong,et al.Study of current stability in pantograph-catenary sliding electric contact[J].Transactions of China Electrotechnical Society,2013,28(10):127-133.
[10]李本君.滑动电接触实验机改进与接触面耦合热的实验仿真研究[D].葫芦岛:辽宁工程技术大学,2011.
[11]吴积钦,钱清泉.受电弓与接触网系统电接触特性[J].中国铁道科学,2008,29(3):106-109.
Wu Jiqin,Qian Qingquan.The electrical contact properties of pantograph and catenary system[J].China Railway Science,2008,29(3):106-109.
[12]时菁,杨志鹏,张文轩,等.关节式电分相处的弓网动态特性[J].中国铁道科学,2014,3(2):32-35.
Shi Jing,Yang Zhipeng,Zhang Wenxuan,et al.Pantograph-catenary dynamic characteristics of articulated phase insulator[J].China Railway Science,2014,3(2):32-35.
[13]韩旭明.Elman 神经网络的应用研究[D].天津:天津大学,2006.
[14]Luh G C,Lin C Y.PCA based immune networks for human face recognition[J].Applied Soft Computing,2011,11(2):1743-1752.
[15]陈法法,汤宝平,黄庆卿.免疫遗传优化Elman神经网络的旋转机械故障诊断[J].重庆大学学报,2012,35(5):8-9.
Chen Fafa,Tang Baoping,Huang Qingqing.Rotating machinery fault diagnosis based on Elman neural network optimized by immune genetic algorithm[J].Journal of Chongqing University,2012,35(5):8-9.
[16]王秀芳,句莉莉,陈超,等.基于蚁群优化Elman神经网络的传感器补偿[J].化工自动化及仪表,2011,38(2):184-186.
Wang Xiufang,Ju Lili,Chen Chao,et al.Sensor compensation based on ACO elman neural networks[J].Chemical Automation and Instrumentation,2011,38(2):184-186.
[17]Raja S,Toqeer N,Suha Bayindir.Speed estimation of an induction motot using Elman neural network[J].Neurocomputing,2003,55(4):727-730.
[18]高龙士,计时鸣.基于Elman神经网络的汽车发动机故障诊断及其实现[J].机械科学技术,2010,29(9):1209-1212.
Gao Longshi,Ji Shiming.Automobile engine fault diagnosis and its implementation based on elman neural network[J].Mechanical Science and Technology for Aerospace Engineering,2010,29(9):1209-1212.
[19]刘峰,韩艳丽,王铎.自适应权重粒子群优化的粒子滤波算法[J].计算机仿真,2013,30(11):330-333.
Liu Feng,Han Yanli,Wang Duo.Particle swarm optimization particle filtering algorithm based on adaptive weight[J].Computer Simulation,2013,30(11):330-333.
[20]袁晓玲,陈宇.自适应权重粒子群算法在阴影光伏发电最大功率点跟踪(MPPT)中的应用[J].中国电力,2013,46(10):85-87.
Yuan Xiaoling,Chen Yu.Application of adaptive particle swarm optimization algorithm to MPPT of shadow photovoltaic power generation[J].Electric Power,2013,46(10):85-87.
[21]杨桂元,郑亚豪.多目标决策问题及其求解方法研究[J].数学的实践与认识,2012,42(2):108-115.
Yang Guiyuan,Zheng Yahao.Research on solving method of multi-objective decision-making[J]. Mathematice in Practice And Theory,2012,42(2):108-115.
[22]李胜东.中国高铁弓网系统标准体系研究[D].成都:西南交通大学,2014.
[23]李文豪,罗健,张倩,等.高速铁路受电弓与接触网关系评价综述[J].电气化铁道,2009(4):40-44.
Li Wenhao,Luo Jian,Zhang Qian,et al.The review evaluation of pantograph and catenary system in high speed railways[J].Electrified railway,2009(4):40-44.
[24]方岩,吴积钦,李岚.欧洲高速铁路弓网系统标准体系[J].中国铁路,2010,10(10):67-70.
Fang Yan,Wu Jiqin,Li Lan.The standard system of pantograph catenary system in European high speed railways[J].Chinese Railway,2010,10(10):67-70.