In
systems theory
Systems theory is the interdisciplinary study of systems, i.e. cohesive groups of interrelated, interdependent components that can be natural or human-made. Every system has causal boundaries, is influenced by its context, defined by its structu ...
, closed-loop poles are the positions of the
poles
Poles,, ; singular masculine: ''Polak'', singular feminine: ''Polka'' or Polish people, are a West Slavic nation and ethnic group, who share a common history, culture, the Polish language and are identified with the country of Poland in Ce ...
(or
eigenvalue
In linear algebra, an eigenvector () or characteristic vector of a linear transformation is a nonzero vector that changes at most by a scalar factor when that linear transformation is applied to it. The corresponding eigenvalue, often denoted b ...
s) of a
closed-loop transfer function A closed-loop transfer function in control theory is a mathematical expression (algorithm) describing the net result of the effects of a closed (feedback) loop on the input signal to the plant under control.
Overview
The closed-loop transfer func ...
in the
s-plane
In mathematics, the Laplace transform, named after its discoverer Pierre-Simon Laplace (), is an integral transform that converts a function of a real variable (usually t, in the ''time domain'') to a function of a complex variable s (in the compl ...
. The
open-loop transfer function is equal to the product of all transfer function blocks in the
forward path in the
block diagram. The closed-loop transfer function is obtained by dividing the open-loop transfer function by the sum of one and the product of all transfer function blocks throughout the negative
feedback loop. The closed-loop transfer function may also be obtained by algebraic or block diagram manipulation. Once the closed-loop transfer function is obtained for the system, the closed-loop poles are obtained by solving the characteristic equation. The characteristic equation is nothing more than setting the denominator of the closed-loop transfer function to zero.
In
control theory
Control theory is a field of mathematics that deals with the control of dynamical systems in engineered processes and machines. The objective is to develop a model or algorithm governing the application of system inputs to drive the system to a ...
there are two main methods of analyzing feedback systems: the
transfer function
In engineering, a transfer function (also known as system function or network function) of a system, sub-system, or component is a function (mathematics), mathematical function that mathematical model, theoretically models the system's output for ...
(or frequency domain) method and the
state space
A state space is the set of all possible configurations of a system. It is a useful abstraction for reasoning about the behavior of a given system and is widely used in the fields of artificial intelligence and game theory.
For instance, the toy ...
method. When the transfer function method is used, attention is focused on the locations in the s-plane where the transfer function is
undefined
Undefined may refer to:
Mathematics
* Undefined (mathematics), with several related meanings
** Indeterminate form, in calculus
Computing
* Undefined behavior, computer code whose behavior is not specified under certain conditions
* Undefined v ...
(the ''poles'') or zero (the ''zeroes''; see
Zeroes and poles). Two different transfer functions are of interest to the designer. If the feedback loops in the system are opened (that is prevented from operating) one speaks of the ''
open-loop transfer function'', while if the feedback loops are operating normally one speaks of the ''
closed-loop transfer function A closed-loop transfer function in control theory is a mathematical expression (algorithm) describing the net result of the effects of a closed (feedback) loop on the input signal to the plant under control.
Overview
The closed-loop transfer func ...
''. For more on the relationship between the two, see
root-locus.
Closed-loop poles in control theory
The response of a
linear time-invariant system to any input can be derived from its
impulse response
In signal processing and control theory, the impulse response, or impulse response function (IRF), of a dynamic system is its output when presented with a brief input signal, called an Dirac delta function, impulse (). More generally, an impulse ...
and
step response
The step response of a system in a given initial state consists of the time evolution of its outputs when its control inputs are Heaviside step functions. In electronic engineering and control theory, step response is the time behaviour of the out ...
. The eigenvalues of the system determine completely the
natural response (
unforced response). In control theory, the response to any input is a combination of a
transient response
In electrical engineering and mechanical engineering, a transient response is the response of a system to a change from an equilibrium or a steady state. The transient response is not necessarily tied to abrupt events but to any event that affec ...
and
steady-state response
In electronics, steady state is an Steady state, equilibrium condition of a Electrical network, circuit or network that occurs as the effects of Transient (electricity), transients are no longer important. Steady state is reached (attained) after ...
. Therefore, a crucial design parameter is the location of the eigenvalues, or closed-loop poles.
In
root-locus design, the
gain
Gain or GAIN may refer to:
Science and technology
* Gain (electronics), an electronics and signal processing term
* Antenna gain
* Gain (laser), the amplification involved in laser emission
* Gain (projection screens)
* Information gain in de ...
''K'' is usually parameterized. Each point on the locus satisfies the
angle condition and
magnitude condition
In control theory and stability theory, root locus analysis is a graphical method for examining how the roots of a system change with variation of a certain system parameter, commonly a gain within a feedback system. This is a technique used as a ...
and corresponds to a different value of ''K''. For
negative feedback
Negative feedback (or balancing feedback) occurs when some function (Mathematics), function of the output of a system, process, or mechanism is feedback, fed back in a manner that tends to reduce the fluctuations in the output, whether caused by ...
systems, the closed-loop poles move along the
root-locus from the
open-loop poles to the
open-loop zeroes as the gain is increased. For this reason, the root-locus is often used for design of
proportional control
Proportional control, in engineering and process control, is a type of linear feedback control system in which a correction is applied to the controlled variable, and the size of the correction is proportional to the difference between the desi ...
, i.e. those for which
.
Finding closed-loop poles
Consider a simple feedback system with controller
,
plant
Plants are predominantly photosynthetic eukaryotes of the kingdom Plantae. Historically, the plant kingdom encompassed all living things that were not animals, and included algae and fungi; however, all current definitions of Plantae exclud ...
and transfer function
in the
feedback path. Note that a
unity feedback system has
and the block is omitted. For this system, the open-loop transfer function is the product of the blocks in the forward path,
. The product of the blocks around the entire closed loop is
. Therefore, the closed-loop transfer function is
:
The closed-loop poles, or eigenvalues, are obtained by solving the characteristic equation
. In general, the solution will be n complex numbers where n is the order of the
characteristic polynomial
In linear algebra, the characteristic polynomial of a square matrix is a polynomial which is invariant under matrix similarity and has the eigenvalues as roots. It has the determinant and the trace of the matrix among its coefficients. The chara ...
.
The preceding is valid for single-input-single-output systems (SISO). An extension is possible for multiple input multiple output systems, that is for systems where
and
are matrices whose elements are made of transfer functions. In this case the poles are the solution of the equation
:
{{DEFAULTSORT:Closed-Loop Pole
Classical control theory