NelinSys - a program tool for analysis and synthesis of nonlinear control systems

Phase-plane portraits of 2nd-order loops with hard nonlinearities

Block description

Block calculates numeric solution of a 2nd-order nonlinear system with structure according to the picture below - the loop consists of a 2nd-order linear system and an isolated hard nonlinearity. As to the type of the nonlinearity, there are four possible options: ideal relay, saturation, relay with dead-zone and relay with hysteresis.

2nd-order loop with hard nonlinearity

The time interval in which the solution is calculated is specified by Simulink simulation parameters, however, if either NaN or Inf value is reached during the simulation, it is stopped immediately. The block is usually used in combination with the Vector XY Graph for Phase Portraits block that plots the calculated solution in phase plane, but it can also co-operate with other blocks (e.g. Selector or Scope) in order to treat phase trajectories individually.

The block has two vector outputs: y(t) = x1(t) and y'(t) = x2(t) i.e. vectors of horizontal and vertical coordinates of the phase-plane portrait corresponding to different initial conditions.

Block parameters

Block parameters setup
Linear part - transfer function numerator and denominator

Coefficients of the numerator and the denominator of the transfer function of the linear part of the loop. The block requires three coefficients for the denominator (a vector with two elements) and one coefficient for the numerator.

Nonlinear part - nonlinearity type

Dropdown menu for selection of the nonlinearity type. There are following four options:

Ideal relay, Saturation, Relay with dead-zone, Relay with hysteresis
Nonlinear part - parameters

Vector of parameters determining the characteristics and the behaviour of the nonlinearity; the number of the parameters depends on the nonlinearity type. To understand the meaning of these parameters, see the following table:

Nonlinearity type Parameters Parameter definitions
Ideal relay [k1 k2] u = k1 if e < 0,
u = k2 if e >= 0
Saturation [b1 k1 b2 k2] u = k1 if e <= b1,
u = k2 if e >= b2,
u = (k2-k1)/(b2-b1)*e + k1 - b1*(k2-k1)/(b2-b1) otherwise
Relay with dead-zone [b1 k1 b2 k2] u = k1 if e <= b1,
u = 0 if b1 < e < b2,
u = k2 if e >= b2
Relay with hysteresis [b1 k1 b2 k2] u = k1 if e <= b1,
u = k1 if b1 < e < b2 a e' > 0,
u = k2 if b1 < e < b2 a e' <= 0,
u = k2 if e >= b2

Setpoint

Desired value (denoted as w in the introductory picture). This value is often equal to zero.

Initial conditions range: y(0) = x1(0) minimum and maximum

Minimum and maximum values of initial conditions for the x1 coordinate (system output) corresponding to different trajectories. Together with the following parameter and analogical values for x2 these values determine the number of simultaneously running calculations i.e. the density of trajectories in phase plane.

Number of initial conditions for x1

Positive integer specifying the number of different initial conditions for the x1 coordinate; initial conditions are from the range specified by above parameters and are distributed uniformly.

Initial conditions range: y'(0) = x2(0) minimum and maximum

Minimum and maximum values of initial conditions for the x2 coordinate (derivative of system output) corresponding to different trajectories. Together with the following parameter and analogical values for x1 these values determine the number of simultaneously running calculations i.e. the density of trajectories in phase plane.

Number of initial conditions for x2

Positive integer specifying the number of different initial conditions for the x2 coordinate; initial conditions are from the range specified by above parameters and are distributed uniformly.

Usage example

Simulation of a nonlinear loop with hard nonlinearity

Simulink scheme and phase-plane portrait corresponding to the nonlinear loop in the above picture, initial conditions being x1(0) = <-3; 3> (15 values) a x2(0) = <-5; 5> (3 values). Setpoint w = 0.

Simulink scheme

Phase-plane portrait

See also