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Lecture 20 - Lag Compensator Design, Control Systems

 

1 Lag Compensator Design

In the previous lecture we discussed lead compensator design. In this lecture we would see how to design a phase lag compensator

1.1 Phase lag compensator 

The essential feature of a lag compensator is to provide an increased low frequency gain, thus decreasing the steady state error, without changing the transient response significantly.
For frequency response design it is convenient to use the following transfer function of a lag compensator.

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)where, α > 1

The above expression is only the lag part of the compensator. The overall compensator is

C (s) = K Clag (s)

when, s → 0, Clag (s) → α

when, s → ∞, Clag (s) → 1

Typical ob jective of lag compensator design is to provide an additional gain of α in the low frequency region and to leave the system with sufficient phase margin.
The frequency response of a lag compensator, with α = 4 and τ = 3, is shown in Figure 1 where the magnitude varies from 20 log10 α dB to 0 dB.
Since the lag compensator provides the maximum lag near the two corner frequencies, to maintain the PM of the system, zero of the compensator should be chosen such that ω = 1/τ is much lower than the gain crossover frequency of the uncompensated system.

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

Figure 1: Frequency response of a lag compensator

In general, τ is designed such that 1/τ is at least one decade below the gain crossover frequency of the uncompensated system. Following example will be comprehensive to understand the design procedure.


Example 1: Consider the following system

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE) H (s) = 1

Design a lag compensator so that the phase margin (PM) is at least 50o and steady state error to a unit step input is ≤ 0.1.

The overall compensator is

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)  where, α > 1

When s → 0, C (s) → K α.

Steady state error for unit step input is

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

Thus,Lecture 20 - Lag Compensator Design - Electrical Engineering (EE) = 0.1, or, K α = 9.

Now let us modify the system transfer function by introducing K with the original system.

Thus the modified system becomes

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

PM of the closed loop system should be 50o. Let the gain crossover frequency of the uncompensated system with K be ωg .

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

Required PM is 50o. Since the PM is achieved only by selecting K , it might be deviated from this value when the other parameters are also designed. Thus we put a safety margin of 5o to the PM which makes the required PM to be 55o.

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

⇒ ωg = 2.8 rad/sec

To make ωg = 2.8 rad/sec, the gain crossover frequency of the modified system, magnitude at ωg should be 1. Thus

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

Putting the value of ωg in the last equation, we get K = 5.1.

Thus,

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

The only parameter left to be designed is τ .

Since the desired PM is already achieved with gain K , we should place ω = 1/τ such that it does not much effect the PM of the modified system with K . If we place 1/τ one decade below the gain crossover frequency, then

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)or, τ = 3.57

The overall compensator is

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

With this compensator actual phase margin of the system becomes 52.7o, as shown in Figure 2, which meets the design criteria.

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

Figure 2: Bode plot of the compensated system for Example 1


Example 2:
Now let us consider that the system as described in the previous example is sub ject to a sampled data control system with sampling time T = 0.1 sec. We would use MATLAB to derive the plant transfer function w-plane.

Use the below commands.

>> s=tf(’s’);
>> gc=1/((s+1)*(0.5*s+1));
>> gz=c2d(Gp,0.1,’zoh’);

You would get

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

The bi-linear transformation

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

will transfer Gz (z) into w-plane. Use the below commands
>> aug=[0.1,1];
>> gwss = bilin(ss(gz),-1,’S_Tust’,aug)
>> gw=tf(gwss)
to find out the transfer function in w-plane, as

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

The Bode plot of the uncompensated system is shown in Figure 3.

We need to design a phase lag compensator so that PM of the compensated system is at least 500 and steady state error to a unit step input is ≤ 0.1. The compensator in w-plane is

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)α > 1

where,

C (0) = K α

Since Gw (0) = 1, K α = 9 for 0.1 steady state error.

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

Figure 3: Bode plot of the uncompensated system for Example 2

Now let us modify the system transfer function by introducing K to the original system.
Thus the modified system becomes

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

PM of the closed loop system should be 50o. Let the gain crossover frequency of the uncompensated system with K be ωg . Then,

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

Required PM is 50o. Let us put a safety margin of 5o. Thus the PM of the system modified with K should be 55o.

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

By solving the above, ωg = 2.44 rad/sec. Thus the magnitude at ωg should be 1.

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

Putting the value of ωg in the last equation, we get K = 4.13. Thus,

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

If we place 1/τ one decade below the gain crossover frequency, then

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)or, τ = 4.1

Thus the controller in w-plane is

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

Re-transforming the above controller into z -plane using the relation w =Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)we get

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

The Bode plot of the uncompensated system is shown in Figure 3.

Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

Figure 4: Bode plot of the compensated system for Example 2

In the next lecture, we would discuss lag-lead and PID controllers and conclude the topic of compensator design.

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FAQs on Lecture 20 - Lag Compensator Design - Electrical Engineering (EE)

1. What is a lag compensator and what is its purpose?
A lag compensator is a type of controller used in control systems to improve the stability and dynamic response of a system. It is designed to introduce additional phase lag to the system's transfer function. The purpose of a lag compensator is to enhance the system's steady-state accuracy, increase damping, and reduce overshoot.
2. How is a lag compensator designed?
To design a lag compensator, the following steps can be followed: 1. Determine the desired phase margin and gain crossover frequency for the system. 2. Calculate the required phase lead to achieve the desired phase margin. 3. Select the pole location for the lag compensator based on the desired phase lead and gain crossover frequency. 4. Choose the gain constant for the lag compensator to achieve the desired steady-state accuracy. 5. Verify the design by analyzing the system's frequency response and making adjustments if necessary.
3. What are the advantages of using a lag compensator?
There are several advantages of using a lag compensator in control systems: 1. Improved stability: A lag compensator can increase the stability of a system by reducing the phase margin and increasing the gain crossover frequency. 2. Increased damping: By introducing additional phase lag, a lag compensator can improve the damping ratio of the system, reducing overshoot and oscillations. 3. Enhanced steady-state accuracy: A lag compensator can improve the system's ability to track reference signals accurately by reducing the steady-state error. 4. Easy to implement: Lag compensators are relatively simple to design and implement, making them practical for a wide range of control applications.
4. What are the limitations of using a lag compensator?
While a lag compensator offers several benefits, there are some limitations to consider: 1. Limited bandwidth: A lag compensator introduces phase lag, which can limit the bandwidth of the system. This can affect the system's ability to respond quickly to changes in the input signal. 2. Sensitivity to parameter variations: The performance of a lag compensator may be sensitive to changes in the system's parameters. Small variations in the plant's transfer function can lead to suboptimal performance or instability. 3. Complex system dynamics: In some cases, the system dynamics may be too complex or nonlinear for a lag compensator to effectively improve stability and performance.
5. How does a lag compensator differ from a lead compensator?
A lag compensator and a lead compensator are two types of controllers used in control systems. While both aim to improve system performance, they differ in their design and purpose. A lag compensator introduces additional phase lag to the system's transfer function, primarily to enhance steady-state accuracy and stability. It is used when the system has a low gain crossover frequency and requires additional damping. On the other hand, a lead compensator introduces additional phase lead to the system's transfer function. It is used when the system has a high gain crossover frequency and requires increased bandwidth and dynamic response. In summary, a lag compensator is designed to improve steady-state accuracy and stability, while a lead compensator is designed to enhance dynamic response and bandwidth.
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