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Comparison of LQR and PID controller tuning using PSO for Coupled Tank System

机译:基于PSO的耦合储罐系统LQR和PID控制器整定比较。

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Coupled Tank System is one of the widely used applications in industries. Like other process control, it require suitable controller to obtain the good system performances. Hence, this paper presents the study of Coupled Tank System using LQR and PID controller. Both controller parameters are tuned using Single-Objective Particle Swarm Optimization (PSO). The performance of the system is compared based on the transient response in term of of Rise Time (Tr), Settling Time (Ts), Steady State Error (ess) and Overshoot (OS). Simulation is conducted within MATLAB environment to verify the performances of the system. The result shows that both controller can be tuned using PSO, while LQR controller give slightly better results compared to PID controller.
机译:耦合罐系统是工业中广泛使用的应用之一。像其他过程控制一样,它需要合适的控制器才能获得良好的系统性能。因此,本文介绍了使用LQR和PID控制器的耦合储罐系统的研究。使用单目标粒子群优化(PSO)调整两个控制器参数。根据上升时间(Tr),稳定时间(Ts),稳态误差(ess)和过冲(OS)的瞬态响应比较系统的性能。在MATLAB环境中进行仿真以验证系统的性能。结果表明,两个控制器都可以使用PSO进行调整,而LQR控制器与PID控制器相比,效果要好一些。

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