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Process Control System Design Based on Genetic Algorithm

机译:基于遗传算法的过程控制系统设计

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摘要

Because the process control laboratory supporting software only provides the conventional PID algorithm, the paper combines with advanced control algorithm - genetic algorithm to design process control experiment. This paper emphasizes on using kingview language to realize the selection and reproduction, crossover and mutation process of genetic algorithm. At the same time, this article introduces the method which how to generate the tank characteristic curve, the valve characteristic curve and the experiment report. We can conclude that the design of experiments is effective and have great help for the students to grasp the genetic algorithm from the feedback of the students and the experiment results.
机译:由于过程控制实验室支持软件仅提供传统的PID算法,因此该纸张与先进的控制算法 - 遗传算法结合在设计过程控制实验中。 本文强调使用Kingview语言来实现遗传算法的选择和再现,交叉和突变过程。 与此同时,本文介绍了如何生成罐特性曲线,阀门特性曲线和实验报告的方法。 我们可以得出结论,实验的设计是有效的,对学生掌握从学生的反馈和实验结果中掌握遗传算法的巨大帮助。

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