Remote controller design of networked control system using genetic algorithm

K. Lee, Suk Lee
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引用次数: 34

Abstract

As many sensors and actuators are used in automated systems, various industrial networks are adopted for digital control systems. In order to take advantage of the networking, however, the network implementation should be carefully designed to satisfy real-time requirements considering network delays. This paper presents the implementation scheme of a networked control system via Profibus-DP network. More specifically, the effect of the network delay on the control performance was evaluated on a Profibus-DP testbed, and a GA-based PID tuning algorithm is proposed to design controllers suitable for networked control systems.
基于遗传算法的远程控制器网络化控制系统设计
由于自动化系统中使用了许多传感器和执行器,因此数字控制系统采用了各种工业网络。然而,为了充分利用网络,应该仔细设计网络实现,以满足考虑网络延迟的实时需求。本文提出了一种基于Profibus-DP网络的网络化控制系统的实现方案。具体而言,在Profibus-DP平台上评估了网络时延对控制性能的影响,并提出了一种基于遗传算法的PID整定算法来设计适合网络控制系统的控制器。
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