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首页> 外文期刊>International Journal of Engineering Science and Technology >GENETIC ALGORITHM BASED PARAMETER TUNING OF PID CONTROLLER FOR COMPOSITION CONTROL SYSTEM
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GENETIC ALGORITHM BASED PARAMETER TUNING OF PID CONTROLLER FOR COMPOSITION CONTROL SYSTEM

机译:基于遗传算法的组合控制系统PID控制器参数调谐

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摘要

A Composition control system is discussed in this paper in which the PID controller is tuned using Genetic Algorithm & Ziegler-Nichols Tuning Criteria. Tuning methods for PID controllers are very important for the process industries. Traditional methods such as Ziegler-Nichols method often do not provide adequate tuning. Genetic Algorithm (GA) as an intelligent approach has also been widely used to tune the parameters of PID. Genetic algorithms are used to create an objective function that can evaluate the optimum PID gains based on the controlled systems overall error.
机译:在本文中讨论了组合控制系统,其中使用遗传算法和Ziegler-Nichols调整标准进行PID控制器。 PID控制器的调整方法对过程行业非常重要。 Ziegler-Nichols方法等传统方法通常不提供足够的调整。遗传算法(GA)作为智能方法也已被广泛用于调整PID的参数。遗传算法用于创建一个目标函数,可以根据受控系统的总体误差评估最佳PID增益。

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