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Genetic algorithm for the optimization of rubber insulated high voltage power cables production lines 总被引:1,自引:0,他引:1
The optimization of vulcanized EPM/EPDM mechanical properties must be a fundamental task for electric cables producers. Insulator mechanical properties depend on the vulcanization degree of the rubber, which is obtained by manufacturers by means of a number of different peroxides acting as reticulation inducers. The industrial production process consists in the extrusion coating of the conductor with elastomeric compounds, and in the successive vulcanization of the insulator rubber through the continuous vulcanization tube, a pressurized high temperature tube filled with nitrogen (the high temperature is a condition necessary to activate the cross-linking agent). Finally, water and/or air are used to cool the insulated cable at ambient temperature. Changes of process variables associated with the vulcanization tube can cause considerable changes in output mechanical properties of the elastomers.In this framework, in the present paper a novel genetic algorithm with zooming and elitist strategy is used for the determination of optimal production line parameters to use in order to maximize rubber output mechanical properties. Nitrogen temperature and rubber exposition time are assumed as production parameters to optimize, whereas EPM/EPDM final tensile strength is considered as objective function.The GA approach proposed exploits a specifically crafted zooming strategy, consisting in the subdivision of the population at each iteration into two sub-groups, depending on individual's grade of fitness (elitist strategy). Different genetic procedures are applied to the sub-groups, consisting of both two typologies of admissible mutations for the elite sub-population and mutation and reproduction for the remaining individuals. In order to improve algorithm convergence, a user-defined population percentage, depending on individual's fitness, is replaced with new phenotypes at the end of each iteration, enforcing in this way the chromosomes renewal.In order to test the reliability of the method proposed, a technical meaningful case study consisting of a high voltage cable used by Italian Railways and cross-linked with a number of different peroxides is discussed. Numerical results show that particular care has to be used by practitioners in the choice of nitrogen temperature and exposition time of production lines to obtain high quality products. 相似文献
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吴俊峰 《理化检验(物理分册)》2012,(1):59-61
20Cr钢单向器轴在试车时发生破裂,通过化学成分分析、宏观和微观检验对破裂原因进行了分析。结果表明:单向器轴的渗碳层深度过深,马氏体和碳化物级别严重超标。碳势过高、热处理过热导致淬火时开裂是零件破裂失效的根本原因。 相似文献
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氰凝在防腐、防渗漏工程上的应用 总被引:1,自引:0,他引:1
马小峰 《宁波工程学院学报》2000,12(2):50-52
防腐、防渗漏的处理是一个很棘手的问题,作为一种新型的灌浆材料氰凝在工程的防腐、防渗漏的实践中取得了显效果。 相似文献
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梅花形孔板支撑换热器壳程流场的数值分析 总被引:2,自引:0,他引:2
提出了梅花形孔板支撑换热器壳程的单元简化模型,应用CFD软件FLUENT对换热器进行数值分析,得到流场、温度场的细观信息,通过不同跨距折流板的数值模拟,拟合出相应公式,为梅花形孔板支撑换热器的结构优化设计提供了依据. 相似文献
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网状孔板纵向流换热器壳程流体流动及换热特性的数值模拟 总被引:1,自引:0,他引:1
应用CFD软件对网状孔板换热器壳程流体流动及换热特性进行了数值模拟研究,揭示了网状孔板强化传热的机理,分析了孔板间距及开孔率对其换热、压降性能的影响,推导出网状孔板纵向流换热器壳程换热与流动的准数关系式. 结果表明,流体流过网状孔板产生射流及二次流现象,强化了壳程流体的传热;在Re=2300~6300范围内,网状孔板换热器比弓形折流板换热器的Nu数增大约50%,但压降比弓形折流板换热器高约2.5倍;在研究范围内,孔板间距减小、开孔率减小均能使壳程流体的Nu数及压降增大,且Re数越大,开孔率、折流板间距对Nu数及压降的影响越大;但随开孔率、折流板间距减小,流体压降增加的速度明显比Nu数快. 相似文献
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川藏公路东久河下游段路基水毁防护工程对策 总被引:1,自引:0,他引:1
针对川藏公路东久河下游段特殊水文水力条件和自然环境特征,选择(K4113 280~K4113 365)典型水毁段为例,对该段路基水毁的形成因素、特征、活动规律及公路路基水毁防护经验教训分析,根据野外路基防护工程冲刷模拟试验,建立适合该段路基护墙冲刷深度计算公式,在保证足够基础埋深的基础上,提出了浆砌石挡土墙 钢丝网混凝土护坦的长期(永久性)防护工程方案,为西藏高山峡谷区沿河路基水毁防护工程建设提供了示范。 相似文献