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State variable

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Title: State variable  
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Subject: Control theory, Theta model, Simple Ocean Data Assimilation, Active disturbance rejection control, Differential game
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State variable

A state variable is one of the set of variables that are used to describe the mathematical "state" of a dynamical system. Intuitively, the state of a system describes enough about the system to determine its future behaviour in the absence of any external forces affecting the system. Models that consist of coupled first-order differential equations are said to be in state-variable form.[1]

Contents

  • Examples 1
  • Control systems engineering 2
    • Discrete-time systems 2.1
    • Continuous time systems 2.2
  • See also 3
  • References 4

Examples

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 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 can be expressed using coefficient matrices:

A\in RN*N, \quad B\in RN*L, \quad C\in RM*N, \quad D\in RM*L,

where N, L and M are the dimensions of the vectors describing the state, input and output, respectively.

Discrete-time systems

The state variable representing the current state of a discrete-time system (i.e. digital system) 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

The state variable representing the current state of a continuous-time system (i.e. analog system) 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

References

  1. ^ William J. Palm III (2010). System Dynamics (2nd ed.). p. 225. 
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