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Time Delay Compensation in Networked Control System

机译:网络控制系统中的时延补偿

摘要

Networked control system is a special type of distributed control system where control loop is enclosed by communication medium. Networked Control System (NCS) suffers from the networked induced delay which may be induced in the forward path as well as in the feedback path. This delay is variable in nature. So if a controller is designed without considering the delays or considering the fixed delay then system performance will be degraded and in the worst case the system become unstable. To compensate the network induced variable transporting delay,a number of methods have been proposed in the literature such as robust control, Smith Predictor and Inteligent control theory. But there are few works reported in literature that employ Linear Quadratic Regulator (LQR) to compensate the networked induced delays.Firstly an LQR controller is designed to compensate the networked induced variable delay which is varied up to a maximum value. Then an LQG controller is designed to compensate the networked induced delay in noisy environment. Here the controller is the same controller used in LQR technique. Only difference between the standard LQR and the LQG controller said now is that it uses Kalman Filter to estimate the plant output using noisy measurement. Then an Model Predictive Controller (MPC) controller is designed using Laguerre network considering the constraints on control input and on the rate of control input. An integrator plant is considered for simulation where the above three controllers are applied. From the simulation result, it is observed that LQR gives a better step response but MPC has better disturbance rejection capacity. To validate the controllers in real-time, an experiment has been conducted in the Labrotory. In the experimental setup using one PC is considered as controller and other one is considered as plant. They are connected through an Ethernet network. From the real time experiment results it is seen that LQR exibits superior delay compensation performance.
机译:网络控制系统是一种特殊的分布式控制系统,其中控制回路被通信介质包围。网络控制系统(NCS)受网络引起的延迟的影响,该延迟可能在前向路径以及反馈路径中引起。这种延迟本质上是可变的。因此,如果控制器的设计没有考虑延迟或固定延迟,则系统性能将下降,并且在最坏的情况下,系统会变得不稳定。为了补偿网络引起的变量传输延迟,文献中提出了许多方法,例如鲁棒控制,Smith Predictor和Intelligent控制理论。但是文献报道很少有采用线性二次调节器(LQR)来补偿网络感应延迟的工作。首先,设计了一个LQR控制器来补偿网络感应变量延迟,该延迟变化最大。然后,设计了一个LQG控制器来补偿嘈杂环境中的网络感应延迟。此处的控制器与LQR技术中使用的控制器相同。现在说的标准LQR和LQG控制器之间的唯一区别是,它使用卡尔曼滤波器通过噪声测量来估算工厂的输出。然后使用Laguerre网络设计模型预测控制器(MPC)控制器,其中考虑了控制输入和控制输入速率的约束。考虑使用上述三个控制器的集成器工厂进行仿真。从仿真结果可以看出,LQR具有更好的阶跃响应,而MPC具有更好的抗扰能力。为了实时验证控制器,已经在Labrotory中进行了实验。在实验设置中,使用一台PC作为控制器,另一台PC作为工厂。它们通过以太网连接。从实时实验结果可以看出,LQR具有出色的延迟补偿性能。

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    Das Manas Kumar;

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  • 年度 2015
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