基于动态免疫算法的钢坯加热炉设定点优化

Sun Xuegang, Yun Chao, An Zhen-gang
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引用次数: 1

摘要

加热炉的主要目的是将钢坯加热到均匀的温度,从而使轧制过程顺利进行。由于炉温是控制钢坯加热的关键,本文采用三次样条法拟合炉温分布。在此基础上,提出了加权滑动窗动态补偿策略和偏心动态免疫克隆算法的优化搜索方法来优化炉温设定值。仿真结果表明了所提策略的有效性和高效性。
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Setpoint Optimization for Billet Reheating Furnace Based on Dynamic Immune Algorithm
The main objective of reheating furnace is to heat billets up to uniform temperature so as to result in successful rolling process. Since furnace temperature is key point for controlling billet heating, in this paper, a cubic spline is adopted to fitting furnace temperature distribution. Furthermore, a strategy of weighted slide window dynamic compensation and an optimal searching method of eccentric dynamic immune clone algorithm are presented to optimize set point of furnace temperature. Simulations show the effectiveness and efficiency of the proposed strategies.
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