Liuping Wang - PID Control System Design and Automatic Tuning using MATLAB/Simulink

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Covers PID control systems from the very basics to the advanced topics This book covers the design, implementation and automatic tuning of PID control systems with operational constraints. It provides students, researchers, and industrial practitioners with everything they need to know about PID control systems—from classical tuning rules and model-based design to constraints, automatic tuning, cascade control, and gain scheduled control. 
PID Control System Design and Automatic Tuning using MATLAB Provides unique coverage of PID Control of unmanned aerial vehicles (UAVs), including mathematical models of multi-rotor UAVs, control strategies of UAVs, and automatic tuning of PID controllers for UAVs
Provides detailed descriptions of automatic tuning of PID control systems, including relay feedback control systems, frequency response estimation, Monte-Carlo simulation studies, PID controller design using frequency domain information, and MATLAB/Simulink simulation and implementation programs for automatic tuning Includes 15 MATLAB/Simulink tutorials, in a step-by-step manner, to illustrate the design, simulation, implementation and automatic tuning of PID control systems Assists lecturers, teaching assistants, students, and other readers to learn PID control with constraints and apply the control theory to various areas. Accompanying website includes lecture slides and MATLAB/ Simulink programs
is intended for undergraduate electrical, chemical, mechanical, and aerospace engineering students, and will greatly benefit postgraduate students, researchers, and industrial personnel who work with control systems and their applications.

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Another form of PI controller, perhaps more convenient for model-based controller design as in Chapter 3, is described by:

(1.30) PID Control System Design and Automatic Tuning using MATLABSimulink - изображение 172

This form of PI controller is identical to the original PI controller structure when the parameters of and are selected as 131 124 PID Contro - фото 173and are selected as 131 124 PID Controllers A PID controller consists of - фото 174are selected as

(1.31) 124 PID Controllers A PID controller consists of three terms the - фото 175

1.2.4 PID Controllers

A PID controller consists of three terms: the proportional (P) term, the integral (I) term, and the derivative (D) term. In an ideal form, the output PID Control System Design and Automatic Tuning using MATLABSimulink - изображение 176of a PID controller is the sum of the three terms,

(1.32) PID Control System Design and Automatic Tuning using MATLABSimulink - изображение 177

where PID Control System Design and Automatic Tuning using MATLABSimulink - изображение 178is the feedback error signal between the reference signal картинка 179and the output картинка 180, and is the derivative control gain The Laplace transfer function of the PID - фото 181is the derivative control gain. The Laplace transfer function of the PID controller is

(1.33) If the design is sound the sign of is positive If the sign of is neg - фото 182

If the design is sound, the sign of картинка 183is positive. If the sign of картинка 184is negative, the derivative control term is to be neglected and instead a PI controller should be chosen.

Analogously to the proportional plus derivative controller described in Section 1.2.2, for most of the applications the derivative control is implemented on the output only with a derivative filter. For this reason, the control signal is expressed in the following form 134 Figure 19shows the block diagram - фото 185is expressed in the following form:

(1.34) Figure 19shows the block diagram of the PID controller structure To reduce - фото 186

Figure 1.9shows the block diagram of the PID controller structure.

To reduce the overshoot in output response to a step reference change, the proportional term in the PID controller may also be implemented on the plant output. In this case, the control signal is calculated using

(1.35) Accordingly the Laplace transform of the control signal is expressed as 136 - фото 187

Accordingly, the Laplace transform of the control signal is expressed as

(1.36) Figure 110shows a block diagram of the alternative PID controller structure - фото 188

Figure 1.10shows a block diagram of the alternative PID controller structure (called an IPD controller).

The example below is used to illustrate the effect of the derivative term in the closed-loop control. The starting point is the PI controller designed in Example 1.3, based on which a derivative term is introduced.

Figure 19 PID controller structure Figure 110 IPD controller structure - фото 189

Figure 1.9 PID controller structure.

Figure 110 IPD controller structure Example 14 Suppose that the plant is - фото 190

Figure 1.10 IPD controller structure.

Example 1.4

Suppose that the plant is described by the transfer function:

(1.37) PID Control System Design and Automatic Tuning using MATLABSimulink - изображение 191

and the PI part of the controller has the parameters: , Choosing and 1, find the closed-loop transfer function for the PID control system shown in Figure 1.9 and simulate its closed-loop performance. Also, find the closed-loop transfer function of the IPD control system shown in Figure 1.10 and simulate its closed-loop step response.

Solution. The control signal from Figure 1.9 has the Laplace transform given by Equation 1.34. Substituting into the following equation,

(1.38) regrouping and rearranging lead to the closedloop transfer function 139 - фото 192

re-grouping and re-arranging lead to the closed-loop transfer function:

(1.39) There are two zeros in the closedloop transfer function caused by the - фото 193

There are two zeros in the closed-loop transfer function: caused by the integral control, and caused by the derivative control. Figure 1.11(a) shows the closed-loop step responses for and respectively. With the increase in , the oscillation in the closed-loop response is reduced. However, there is a large overshoot in the output response.

Using the IPD structure as shown in Figure 1.10, we calculate the closed-loop transfer function by using the Laplace transform of the controller output given in Equation 1.36. Substituting this control signal into the plant output (see Equation 1.38), the closed-loop transfer function is

(1.40) Figure 111Step responses of PID control system Example 14 a Responses - фото 194

Figure 111Step responses of PID control system Example 14 a Responses - фото 195

Figure 1.11Step responses of PID control system ( Example 1.4). (a) Responses for PID structure. (b) Responses for the IPD structure. Key: line (1) PID Control System Design and Automatic Tuning using MATLABSimulink - изображение 196, line (2) PID Control System Design and Automatic Tuning using MATLABSimulink - изображение 197( PID Control System Design and Automatic Tuning using MATLABSimulink - изображение 198, картинка 199).

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