State Space Analysis
Introduction and
Terminologies
Basic Laws of Physics
Set of Differential
Equations
State Space Method Transfer Function Method
Electrical System
● E(t) and I(t) are called characterising
variables
● Energy stored in capacitor
=1/2(CV^2)
● Energy stored in inductor= ½(LI^2)
I
e
Ei
● e(t) and i(t) can be found for t>=0
● If initial energy state,
e(0) and i(0) as well as,
Ei(t) for t>=0 are known.
● So they can be defined as state variable.
● State variable:- They are set of characterising variable which gives you total
information about at any time instant t>=0, provided initial state and external
input are known to you.
● From Basic laws of physics,
Ei = Ri + e + L di/dt
Also i=C de/dt.
● Mathematical Model,
de(t)/dt= 1/C i(t)
di/dt= R/L i(t) + 1/L e(t) + 1/L Ei(t)
Ei
i
e
● According to standard nomenclature,
Assume x1 = e(t) , x2=i(t) and r=Ei(t)
● State equations,
dx1/dt= 1/C x2
dx2/dt = R/L x2 + 1/L x1 +1/L r
● If output we require is voltage across an
inductor,
y(t) = -Ri - e + Ei = -R x2 - x1 + r
State Space Model
y(t)
Mechanical System
Assume ,
x1=x(t) and x2=v(t)
● consider that we want to measure the position of the body. y=x1
Standard Format
Where ,
● x(t) : "state vector"
● y(t) : "output vector"
● u(t) : "input (or control) vector"
● A : "state (or system) matrix"
● B : “input matrix"
● C : "output matrix"
● D :"feedthrough (or
feedforward) matrix"
● State variable defined are not unique. They can be defined by almost
infinite ways.
● We can define state variable according to our convenience.
Eg. Charge stored in capacitor.
● State variable formulation will give you unique output for given input.
Points to be considered
Advantages
● Complex techniques.
● Many computations are required.
● State model is not the unique
property of the system, because the
order of the state variables is not
important due to which state model
matrices get changed.
Disadvantages
● It can be applied to nonlinear
system.
● It can be applied to time invariant
systems.
● It can be applied to multiple input
multiple output systems.
● Its gives idea about the internal
state of the system.
● Can be used in time domain.
1.

State space analysis

  • 1.
  • 2.
    Basic Laws ofPhysics Set of Differential Equations State Space Method Transfer Function Method
  • 3.
    Electrical System ● E(t)and I(t) are called characterising variables ● Energy stored in capacitor =1/2(CV^2) ● Energy stored in inductor= ½(LI^2) I e Ei
  • 4.
    ● e(t) andi(t) can be found for t>=0 ● If initial energy state, e(0) and i(0) as well as, Ei(t) for t>=0 are known. ● So they can be defined as state variable. ● State variable:- They are set of characterising variable which gives you total information about at any time instant t>=0, provided initial state and external input are known to you.
  • 5.
    ● From Basiclaws of physics, Ei = Ri + e + L di/dt Also i=C de/dt. ● Mathematical Model, de(t)/dt= 1/C i(t) di/dt= R/L i(t) + 1/L e(t) + 1/L Ei(t) Ei i e
  • 6.
    ● According tostandard nomenclature, Assume x1 = e(t) , x2=i(t) and r=Ei(t) ● State equations, dx1/dt= 1/C x2 dx2/dt = R/L x2 + 1/L x1 +1/L r ● If output we require is voltage across an inductor, y(t) = -Ri - e + Ei = -R x2 - x1 + r State Space Model y(t)
  • 7.
    Mechanical System Assume , x1=x(t)and x2=v(t) ● consider that we want to measure the position of the body. y=x1
  • 8.
    Standard Format Where , ●x(t) : "state vector" ● y(t) : "output vector" ● u(t) : "input (or control) vector" ● A : "state (or system) matrix" ● B : “input matrix" ● C : "output matrix" ● D :"feedthrough (or feedforward) matrix"
  • 9.
    ● State variabledefined are not unique. They can be defined by almost infinite ways. ● We can define state variable according to our convenience. Eg. Charge stored in capacitor. ● State variable formulation will give you unique output for given input. Points to be considered
  • 10.
    Advantages ● Complex techniques. ●Many computations are required. ● State model is not the unique property of the system, because the order of the state variables is not important due to which state model matrices get changed. Disadvantages ● It can be applied to nonlinear system. ● It can be applied to time invariant systems. ● It can be applied to multiple input multiple output systems. ● Its gives idea about the internal state of the system. ● Can be used in time domain.
  • 11.