State variable

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A state variable is an element of the set of variables that describe the state of a dynamical system.

In case of simple mechanical systems, position coordinates and their derivates are typical state variables. Temperature, pressure, internal energy, enthalpy, entropy are examples of state variables in a thermodynamics system.


Contents

Control Systems Engineering

In Control Engineering and other areas of science and engineering, state variables are used to represent the states of a general system. The state variables can be used to describe the state space (controls) of the system. The equations relating the current state and output of a system to its current input and past states are called the state equations. The state equations for a linear time invariant system are expressed with Coefficient matrices:

A\,\! existing in dimension RN*N

B\,\! existing in dimension RN*L

C\,\! existing in dimension RM*N

D\,\! existing in dimension RM*L


Discrete-Time Systems

The state variable representing the current state of a discrete-time system (i.e. digital systems) is x(n)\,, where n is the discrete point at which the system is being evaluated. The discrete-time state equations are

x(n+1) = Ax(n) + Bu(n)\,\! , which describes the next state of the system (x(n+1)) with respect to current state and inputs u(n) of the system.


Y(n) = Cx(n) + Du(n)\,\! , which describes the output Y(n) with respect to current states and inputs u(n) to the system.

Continuous Time Systems (Analog)

The state variable representing the current state of a continuous-time system (i.e. analog systems) is x(t)\,, and the continuous time state equations are

\frac{dx(t)}{dt} \ = Ax(t) + Bu(t)\,\! , which describes the next state of the system \frac{dx(t)}{dt} \,\! with respect to current state x(t) and inputs u(t) of the system.


Y(t) = Cx(t) + Du(t)\,\! , which describes the output Y(t) with respect to current states x(t) and inputs u(t) to the system.

See also

Wikipedia content modification information:

  • This page was last modified on 22 March 2008, at 15:49.

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