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基于改进混洗蛙跳算法的冷连轧轧制规程优化
引用本文:赵新秋,王艳胜,郑剑,杨景明,车海军.基于改进混洗蛙跳算法的冷连轧轧制规程优化[J].钢铁,2012,47(5):49-53.
作者姓名:赵新秋  王艳胜  郑剑  杨景明  车海军
作者单位:国家冷轧板带装备及工艺工程技术研究中心, 燕山大学工业计算机控制工程河北省重点实验室, 河北 秦皇岛 066004
基金项目:河北省科技支撑计划资助项目,秦皇岛市科学技术研究与发展计划资助项目
摘    要: 轧制规程优化是使轧制过程达到最佳状态的重要保证。综合考虑影响冷连轧轧制过程的多种因素,以等功率裕度和克服划痕为目标函数,建立了轧制规程多目标优化模型,并采用自适应混沌变异蛙跳算法对轧制规程进行优化设计。该算法是在基本蛙跳算法中,加入自适应混沌变异操作,具有较好的寻优精度和收敛速度。对某钢厂1370mm冷连轧机轧制规程进行优化的结果表明,优化后的规程较好地实现了各机架等功率负荷分配,降低了划痕出现的概率和程度,大大地提高了产品质量,增加了经济效益。

关 键 词:蛙跳算法,自适应,混沌变异,规程优化  
收稿时间:2011-08-17

Schedule Optimization of Tandem Cold Mill Based on Improved SFLA
ZHAO Xin-qiu,WANG Yan-sheng,ZHENG Jian,YANG Jing-ming,CHE Hai-jun.Schedule Optimization of Tandem Cold Mill Based on Improved SFLA[J].Iron & Steel,2012,47(5):49-53.
Authors:ZHAO Xin-qiu  WANG Yan-sheng  ZHENG Jian  YANG Jing-ming  CHE Hai-jun
Affiliation:(National Engineering Research Center for Equipment and Technology of Cold Strip Rolling, Key Laboratory of Industrial Computer Control Engineering of Hebei Province, Yanshan University, Qinhuangdao 066004, Hebei, China)
Abstract:Schedule optimization of tandem cold mill is the important guarantee to achieve the best state of the rolling process.Considering for the influence factors to the cold tandem rolling process,a multi-objective optimized model was founded with equal relative power margin and overcome scratches as object function.The rolling schedule was optimized by adaptive chaotic mutation shuffled frog leaping algorithms.The adaptive chaotic mutation is added to the basic frog leaping algorithm for better accuracy and convergence speed optimization.The practice on 1 370 mm tandem cold rolling mill in a factory proved that the optimized rolling schedule do better in realizing balance of every stand power,and reducing the probability and extent of the scratch,greatly improved product quality and increased economic efficiency.
Keywords:frog leaping algorithm  adaptive  chaotic mutation  schedule optimization
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