Real Dynamical Systems

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A time lag between a change of an input and the corresponding change of the output that real dynamical systems often show has a whole range of causes. For needs of mathematical modelling, it is aggregated into a total phenomenon called time delay or dead time [3]. In process control, one often encounters systems that can be described by transfer functions with time delays [1]. If a dynamical system with time delay is modelled as a time invariant linear system, its transfer function (rational function) becomes due to time delay a transcendental function [3]. For design and analysis purposes, these delays are usually approximated by rational transfer functions [2]. This is usually carried out using delay approximation methods Viz. Taylor series expansion, Padé.
PI and PID controllers have been at the heart of control engineering practice for seven decades [4]. The use of the PI or PID controller is ubiquitous in industry. It has been stated, for example, that in process control applications, and more than 95% of the controllers are of PI or PID type [1, 4, 5]. PID controllers can assure satisfactory performances with a simple algorithm for a wide range of processes [6, 7].
The Internal Model Control (IMC) provides a progressive, effective, natural, generic, unique, powerful, and simple framework for analysis and synthesis of control system performance [8-11]. The easiness and enhanced performance of the IMC based tuning rule, and the analytically derived IMC-PID tuning techniques have appealed the attention of the industrial users, in the past decade [10, 11]. The well-known IMC-PID tuning rule provides a clear compromise in the midst of closed loop performance and robustness to model uncertainties, and is achieved by only one us...

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...closed-loop responses for SI/SO systems, AIChE Journal, 44, 106–115.
[16] Shamsuzzoha, M., & Lee, M. (2008c). Analytical design of enhanced PID filter controller for integrating and first order unstable processes with time delay, Chemical Engineering Science, 63, 2717-2731.
[17] Seborg, DE., Edgar, TF., & Mellichamp, DA.(2004). Process Dynamics and Control, 2nd ed. Wiley, New York.
[18] Libor Pekar and Eva Kureckova, Rational Approximations for Time-Delay Systems: Case Studies, Mathematical Methods and Techniques in Engineering and Environmental Science, pp. 217-222, ISBN: 978-1-61804-046-6.
[19] Jonathan R. Partington, Some frequency-domain approaches to the model reduction of delay systems, Annual Reviews in Control 28 (2004) 65–73.
[20] C. Battle and A. Miralles, On the Approximation of Delay Elements by Feedback, Automatica, Vol. 36, Issue 5, 2000, pp. 659-664.

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