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Modern Control System EKT 308. Transfer Function Poles and Zeros. Transfer Function. A system can be represented, in s-domain, using the following block diagram. Output. Input. Transfer Function. For a linear, time-invariant system, the transfer function. is given by,.
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Modern Control SystemEKT 308 Transfer Function Poles and Zeros
Transfer Function • A system can be represented, in s-domain, using the following block diagram. Output Input Transfer Function For a linear, time-invariant system, the transfer function is given by,
Transfer Function (contd…) • Consider the following linear time invariant (LTI) system With zero initial conditions, taking Laplace transform on both sides
Transfer Function (contd…) Rearranging, we get
Impulse Response Suppose, input to a LTI system is unit impulse. We get , Inverse Laplace Transform of this output gives the impulse response of the system. I.e. impulse response of the system is given by, Given g(t), input-output relationship in t-domain is given by the following convolution
Analisys of Transfer Function • Consider the transfer function, If the denominator polynomial is set to 0, the resulting equation is called the characteristic equation The roots of the characteristic equation are called poles. zeros.
Example of Poles and Zeros • Suppose the following transfer function Note: This is only for illustration. Positive real poles lead instability. Characteristic equation
Poles and Zeros plot Suppose, the following transfer function Zeros are represented by circles (O) and poles by cross (x).
Block Diagram representation Output Input Transfer Function
Block Diagram Output Input Transfer Function
Moving a pickoff point behind a block Eliminating feedback loop Eliminating feedback loop Eliminating feedback loop
SIGNAL FLOW GRAPH MODEL • Nodes which are connected by several directed branches • Graphical representation of a set of linear relation. • Basic element is unidirectional path segment called a branch. • The branch relates the dependency of input/output variable in a manner equivalent to a block of block diagram .
SIGNAL FLOW GRAPH MODEL Y(s) R(s) G(s) • Variables are reperesented as nodes. • Transmittencewith directed branch. • Source node: node that has only outgoing branches. • Sink node: node that has only incoming branches. As signal flow graph D(s) D(s) + 1 E(s) G(s) F(s) 1 + E(s) F(s) + Y(s) R(s) 1 Y(s) -1 - B(s) H(s) B(s)
Parallel connection Two parallel branch
Mason rule where Total transmittence for every single loop Total transmittence for every 2 non-touching loops Total transmittence for every 3 non-touching loops Total transmittence for every m non-touching loops Total transmittence for k paths from source to sink nodes. where: Total transmittence for every single non-touching loop of ks’ paths Total transmittence for every 2 non-touching loop of ks’ paths Total transmittence for every 3 non-touching loop of ks’ paths. Total transmittence for every n non-touching loop of ks’ paths.
Determine the transfer function of the following block diagram. R + + Y Example: Q P - - H and . etc. Transfer function
Determine Example: R + + Y C B A - - - D E . and