This document outlines the root locus procedure for analyzing how the closed-loop poles of a control system change with variations in the open-loop gain. It begins with examples of simple second-order systems and shows how the poles move in the complex plane as the gain increases from 0 to infinity. General principles are then described for sketching the root loci of more complex open-loop transfer functions. Key aspects are interpreting the characteristic equation geometrically in terms of distances and angles between the open-loop poles and zeros. Finally, the document proposes developing a formal root locus procedure to broadly apply this design technique in control systems.
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Generally it has been noticed that differential equation is solved typically. The Laplace transformation makes it easy to solve. The Laplace transformation is applied in different areas of science, engineering and technology. The Laplace transformation is applicable in so many fields. Laplace transformation is used in solving the time domain function by converting it into frequency domain. Laplace transformation makes it easier to solve the problems in engineering applications and makes differential equations simple to solve. In this paper we will discuss how to follow convolution theorem holds the Commutative property, Associative Property and Distributive Property. Dr. Dinesh Verma"Application of Convolution Theorem" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018, URL: http://www.ijtsrd.com/papers/ijtsrd14172.pdf http://www.ijtsrd.com/mathemetics/applied-mathamatics/14172/application-of-convolution-theorem/dr-dinesh-verma
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In this slide i am trying my best to describe about the power series. If you face any problem or anything that you can't understand please contact me on facebook:https://www.facebook.com/asadujjaman.asad.79
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Instructor's Name: Dr. Faisal Shah Khan
Course Email: mth101@vu.edu.pk
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Lecture Notes: EEEC4340318 Instrumentation and Control Systems - Root Locus Procedure
1. EEEC 4340318 INSTRUMENTATION AND CONTROL SYSTEMS
Root Locus Procedure
FACULTY OF ENGINEERING AND COMPUTER TECHNOLOGY
DIPLOMA IN ELECTRICALAND ELECTRONIC ENGINEERING
Ravandran Muttiah BEng (Hons) MSc MIET
2. 1
Example 1
Let us use 𝐾amp to represent the amplifier gain, rather than 𝐾
Open loop transfer function, 𝐾amp 𝐺 𝑠
Closed loop transfer function, 𝑇 𝑠 =
𝐾amp 𝐺 𝑠
1+𝐾amp 𝐺 𝑠
Characteristic equation, 𝑠2
+ 2𝑠 + 𝐾amp = 0
Closed loop poles, 𝑠1, 𝑠2 = −1 ± 1 − 𝐾amp
What paths do these closed loop poles take as 𝐾amp goes from 0 to +∞
𝐾𝑅 𝑠 𝑌 𝑠
1
𝑠 𝑠 + 2
+
−
Figure 1
4. 3
Example 2
𝐾𝑅 𝑠 𝑌 𝑠
1
𝑠 𝑠 + 𝑎
+
−
Again, use 𝐾amp to represent the amplifier gain, rather than 𝐾
Closed loop transfer function, 𝑇 𝑠 =
𝐾amp 𝐺 𝑠
1+𝐾amp 𝐺 𝑠
Consider 𝐾amp to be fixed
Characteristic equation, 𝑠2
+ 𝑎𝑠 + 𝐾amp = 0
Closed loop poles, 𝑠1, 𝑠2 =
−𝑎± 𝑎2−4𝐾amp
2
What paths do these closed loop poles take as 𝑎 goes from 0 to +∞
Figure 3
6. 5
What To Do In The General Case
In the previous examples we exploited the simple factorization of
second order polynomials.
However, it would be very much useful to be able to draw the paths
that the closed loop poles take as 𝐾amp increases for more general
open loop systems.
𝐾𝑅 𝑠 𝑌 𝑠𝐺 𝑠
+
−
Figure 5
7. 6
Principles Of General Procedure
Again, use 𝐾amp to represent the amplifier gain, rather than 𝐾
Closed loop transfer function, 𝑇 𝑠 =
𝐾amp 𝐺 𝑠
1+𝐾amp 𝐺 𝑠
=
𝑃 𝑠
𝑞 𝑠
Closed loop poles are solutions to 𝑞 𝑠 = 0
These are also solutions to 1 + 𝐾amp 𝐺 𝑠 = 0 or 𝐾amp 𝐺 𝑠 = −1 + 𝑗0
In polar form, 𝐾amp 𝐺 𝑠 ∠𝐾amp 𝐺 𝑠 = 1∠ 180°
+ 𝑘360°
.
Therefore, for an arbitrary point on the complex plane 𝑠0 to be a closed
lop pole for a given value of 𝐾ampthe following equations must be
satisfied.
𝐾amp 𝐺 𝑠0 = 1 and ∠𝐾amp 𝐺 𝑠0 = ∠ 180°
+ 𝑙360°
where 𝑙 is any integer. (Note: Book uses 𝑘, but we will use 𝑙 to avoid
confusion with 𝐾)
We will also keep in mind that 𝑅 𝑠 and 𝑌 𝑠 and correspond to real
signals. Hence, closed loop poles are either real or occur in complex
conjugate pairs.
8. 7
In Terms Of Poles And Zeros
For 𝑠0 to be a closed loop pole, we must have,
𝐾amp 𝐺 𝑠0 = 1 and ∠𝐾amp 𝐺 𝑠0 = ∠ 180°
+ 𝑙360°
Write 𝐺 𝑠 =
𝐾 𝐺 𝑖=1
𝑀
𝑠+𝑍 𝑖
𝑗=1
𝑛
𝑠+𝑝 𝑗
, which means that the open loop zeros are
− 𝑧𝑖’s; open loop poles are −𝑝𝑗’s.
For 𝑠0 to be a closed loop pole,
𝐾amp 𝐾 𝐺 𝑖=1
𝑀
𝑠0 + 𝑧𝑖
𝑗=1
𝑛
𝑠 𝑜 + 𝑝𝑗
= 1
∠𝐾amp + ∠𝐾 𝐺 +
𝑖=1
𝑀
∠ 𝑠0 + 𝑧𝑖 −
𝑗=1
𝑛
∠ 𝑠0 + 𝑝𝑗 = 180°
+ 𝑙360°
(From the definition of the factorisation of 𝐺 𝑠 , when 𝑀 = 0 the terms
related to the zeros “disappear” a natural way).
Can we interpret these expressions in a geometric way ?
9. 8
Vector Difference
Let 𝑢 and 𝑣 be complex numbers.
Can you describe 𝑣 − 𝑢 in geometric terms ?
Use the fact that 𝑣 = 𝑢 + 𝑣 − 𝑢 .
That means that 𝑣 − 𝑢 is the vector from 𝑢 to 𝑣.
𝑣 − 𝑢 = 𝑙𝑒j𝜃
. That is,
𝑣 − 𝑢 is the length of the vector from 𝑢 to 𝑣.
∠ 𝑣 − 𝑢 is the angle of the vector from 𝑢 to 𝑣.
In our expressions we have terms of the form,
𝑠0 + 𝑧𝑖 = 𝑠0 − −𝑧𝑖 and 𝑠0 + 𝑝𝑖 = 𝑠0 − −𝑝𝑗
Re
Im
𝑢
𝑣𝑣 − 𝑢
𝑙
𝜃
Figure 6
10. 9
Geometric Interpretation
Magnitude criterion:
𝐾amp 𝐾G 𝑖=1
𝑀
𝑠0 + 𝑧𝑖
𝑗=1
𝑛
𝑠0 + 𝑝𝑗
= 1
𝐾amp 𝐾G 𝑖=1
𝑀
distances from zeros if any of 𝐺 𝑠 to 𝑠0
𝑗=1
𝑛
distances from poles of 𝐺 𝑠 to 𝑠0
= 1
Phase criterion:
∠𝐾amp + ∠𝐾G +
𝑖=1
𝑀
∠ 𝑠0 + 𝑝𝑗 −
𝑗=1
𝑛
∠ 𝑠0 + 𝑝𝑗 = 180°
+ 𝑙360°
∠𝐾amp + ∠𝐾G +
𝑖=1
𝑀
angles from zeros if any of 𝐺 𝑠 to 𝑠0
−
𝑗=1
𝑛
angles from poles of 𝐺 𝑠 to 𝑠0 = 180°
+ 𝑙360°
11. 10
Now For The Challenge
Can we build on these geometric interpretations of the equations in
the simple case of amplifier gains to develop a broadly applicable
approach to control system design ?
The first step will be to develop a formal procedure for sketching the
paths that the closed loop poles take as a design parameter (often an
amplifier gain) changes. These are called the root loci.
We will develop the formal procedure in a slightly more general
setting than what we have seen so far.