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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For the estimation of time delay картинка 287, картинка 288, and картинка 289when using MATLAB, it is a fairly straight forward procedure to draw the lines and pinpoint the data points. The MATLAB command for finding the point on a graph is called ginput. For example, by typing

[a,b]=ginput(1)

a cross hair will appear on the MATLAB figure and a double click on the point of interest will yield the exact values we need. This graphic procedure will be demonstrated in the example section (see Section 1.5).

1.3.3 Food for Thought

1 Can you apply Ziegler-Nichols oscillation tuning method to a first order system? Why?

2 Can you apply the reaction curve based tuning rules to unstable systems? Why?

3 How do we decide the sign of the proportional feedback controller gain when using the Ziegler-Nichols oscillation method?

4 Can you envisage any potential danger when using Ziegler- Nichols oscillation method?

5 How do you design a step response experiment?

6 What information will the step response experiment provide?

7 How do you determine steady-state gain, parameter and time delay from a reaction curve?

8 What are your observations when comparing Ziegler-Nichols and Cohen-Coon tuning rules, in terms of signs and values of , and ?

9 Is there any desired closed-loop performance specification among the tuning rules?

1.4 Model Based PID Controller Tuning Rules

This section will discuss the PID controller tuning rules that are derived based on a first order plus delay model. These tuning rules worked well in applications.

1.4.1 IMC-PID Controller Tuning Rules

The internal model control (IMC)-PID tuning rules (Rivera et al. (1986)) are proposed on the basis of a first order plus delay model:

PID Control System Design and Automatic Tuning using MATLABSimulink - изображение 290

When using the IMC-PID tuning rules, a desired closed-loop response is specified by the transfer function from the reference signal to the output:

PID Control System Design and Automatic Tuning using MATLABSimulink - изображение 291

where картинка 292is the desired time constant chosen by the user. The PI controller parameters are related to the first order plus delay model and the desired closed-loop time constant which are given as 146 If the system has a second order transfer - фото 293, which are given as:

(1.46) If the system has a second order transfer function with time delay in the - фото 294

If the system has a second order transfer function with time delay in the following form:

then a PID controller is recommended Assuming that then the PID controller - фото 295

then a PID controller is recommended. Assuming that then the PID controller parameters are calculated as 147 Later on it - фото 296, then the PID controller parameters are calculated as

(1.47) Later on it was realized that the choice of basically led to a polezero - фото 297

Later on, it was realized that the choice of картинка 298basically led to a pole-zero cancellation in the control system. Such a pole-zero cancellation will limit, as discussed in the next chapter, the control system performance in the disturbance rejection, particularly when is large 4 In Skogestad 2003 the IMCPID tuning rules are modified to - фото 299is large 4. In Skogestad (2003), the IMC-PID tuning rules are modified to reduce the integral time constant as

(1.48) while and are unchanged from 147 The IMCPID controller tun - фото 300

while картинка 301and картинка 302are unchanged from (1.47).

The IMC-PID controller tuning rules are also extended to integrating systems in Skogestad (2003). Although the system has an integrator as part of its dynamics, integral control is still required for disturbance rejection (see Chapter 2).

Assuming that the system has the integrator with delay model:

(1.49) PID Control System Design and Automatic Tuning using MATLABSimulink - изображение 303

then a PI controller is recommended with the following parameters:

(1.50) If the transfer function for the integrating system has the form 151 then - фото 304

If the transfer function for the integrating system has the form:

(1.51) then a PID controller is recommended to have the following parameters 152 - фото 305

then a PID controller is recommended to have the following parameters:

(1.52) PID Control System Design and Automatic Tuning using MATLABSimulink - изображение 306

If the system has a double integrator with the transfer function

(1.53) PID Control System Design and Automatic Tuning using MATLABSimulink - изображение 307

then a PID controller is recommended with the following parameters:

(1.54) The IMCPID controller tuning rules will be studied in Examples 21and 22 - фото 308

The IMC-PID controller tuning rules will be studied in Examples 2.1and 2.2.

1.4.2 Padula and Visioli Tuning Rules

Several sets of tuning rules were introduced in Padula and Visioli (2011) and Padula and Visioli (2012). These tuning rules are based on the first order plus delay model:

Table 14 Padula and Visioli tuning rules PI controller - фото 309

Table 1.4 Padula and Visioli tuning rules (PI controller).

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