tunablePID2

Tunable two-degree-of-freedom PID controller

Description

Model object for creating tunable two-degree-of-freedom PID controllers.

tunablePID2 lets you parametrize a tunable SISO two-degree-of-freedom PID controller. You can use this parametrized controller for parameter studies or for automatic tuning with tuning commands such as systune, looptune, or the Robust Control Toolbox™ command hinfstruct.

tunablePID2 is part of the family of parametric Control Design Blocks. Other parametric Control Design Blocks include tunableGain, tunableSS, and tunableTF.

Creation

Syntax

blk = tunablePID2(name,type)

blk = tunablePID2(name,type,Ts)

blk = tunablePID2(name,sys)

Description

blk = tunablePID2(name,type) creates the two-degree-of-freedom continuous-time PID controller described by the equation:

$u = K_{p} (b r - y) + \frac{K_{i}}{s} (r - y) + \frac{K_{d} s}{1 + T_{f} s} (c r - y) .$

r is the setpoint command, y is the measured response to that setpoint, and u is the control signal, as shown in the following illustration.

The tunable parameters of the block are:

Scalar gains Kp, Ki, and Kd
Filter time constant Tf
Scalar weights b and c

The type argument sets the controller type by fixing some of these values to zero.

blk = tunablePID2(name,type,Ts) creates a discrete-time PID controller with sample time Ts. The equation describing this controller is:

$u = K_{p} (b r - y) + K_{i} I F (z) (r - y) + \frac{K_{d}}{T_{f} + D F (z)} (c r - y) .$

IF(z) and DF(z) are the discrete integrator formulas for the integral and derivative terms, respectively. The values of the IFormula and DFormula properties set the discrete integrator formulas.

blk = tunablePID2(name,sys) uses the dynamic system model, sys, to set the sample time, Ts, and the initial values of all the tunable parameters. The model sys must be compatible with the equation of a two-degree-of-freedom PID controller.

Input Arguments

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`name` — PID controller `Name`
character vector

PID controller Name, specified as a character vector such as 'C' or '2DOFPID1'.

Data Types: char

`type` — Controller type
character vector

Controller type, specified as one of the values in the following table. Specifying a controller type fixes up to three of the PID controller parameters.

Value for `type`	Controller Type	Effect on PID Parameters
`'P'`	Proportional only	`Ki` and `Kd` are fixed to zero; `Tf` is fixed to 1; `Kp` is free
`'PI'`	Proportional-integral	`Kd` is fixed to zero; `Tf` is fixed to 1; `Kp` and `Ki` are free
`'PD'`	Proportional-derivative with first-order filter on derivative action	`Ki` is fixed to zero; `Kp`, `Kd`, and `Tf` are free
`'PID'`	Proportional-integral-derivative with first-order filter on derivative action	`Kp`, `Ki`, `Kd`, and `Tf` are free

Data Types: char

`Ts` — Sample time
scalar

Sample time, specified as a scalar.

Data Types: double

`sys` — Dynamic system model
integer

Dynamic system model representing a two-degree-of-freedom PID controller.

Data Types: double

Properties

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`Kp,Ki,Kd,Tf,b,c` — Parametrization of the PID gains
`param.Continuous` objects

Parametrization of the PID gains Kp, Ki, Kd, the filter time constant, Tf, and the scalar gains, b and c.

The following fields of blk.Kp, blk.Ki, blk.Kd, blk.Tf, blk.b, and blk.c are used when you tune blk using a tuning command such as systune:

Field	Description
`Value`	Current value of the parameter. `blk.b.Value`, and `blk.c.Value` are always nonnegative.
`Free`	Logical value determining whether the parameter is fixed or tunable. For example: If `blk.Kp.Free = 1`, then `blk.Kp.Value` is tunable. If `blk.Kp.Free = 0`, then `blk.Kp.Value` is fixed.
`Minimum`	Minimum value of the parameter. This property places a lower bound on the tuned value of the parameter. For example, setting `blk.Kp.Minimum = 0` ensures that `Kp` remains positive. `blk.Tf.Minimum` must always be positive.
`Maximum`	Maximum value of the parameter. This property places an upper bound on the tuned value of the parameter. For example, setting `blk.c.Maximum = 1` ensures that `c` does not exceed unity.

blk.Kp, blk.Ki, blk.Kd, blk.Tf, blk.b, and blk.c are param.Continuous objects. For more information about the properties of these param.Continuous objects, see the param.Continuous (Simulink Design Optimization) object reference page.

`IFormula, DFormula` — Discrete integrator formulas
`''` (default)

Discrete integrator formulas IF(z) and DF(z) for the integral and derivative terms, respectively, specified as one of the values in the following table.

Value IF(z) or DF(z) Formula

Value	IF(z) or DF(z) Formula
`'ForwardEuler'`	$\frac{T_{s}}{z - 1}$
`'BackwardEuler'`	$\frac{T_{s} z}{z - 1}$
`'Trapezoidal'`	$\frac{T_{s}}{2} \frac{z + 1}{z - 1}$

'ForwardEuler'

$\frac{T_{s}}{z - 1}$

'BackwardEuler'

$\frac{T_{s} z}{z - 1}$

'Trapezoidal'

$\frac{T_{s}}{2} \frac{z + 1}{z - 1}$

`Ts` — Sample time
`0` (continuous time) (default) | positive scalar (discrete time)

Sample time. For continuous-time models, Ts = 0. For discrete-time models, Ts is a positive scalar representing the sampling period. This value is expressed in the unit specified by the TimeUnit property of the model. Unspecified sample time (Ts = -1) is not supported for PID blocks.

Changing this property does not discretize or resample the model.

Data Types: double

`TimeUnit` — Time variable units
`'seconds'` (default)

Units for the time variable, the sample time Ts, and any time delays in the model, specified as one of the following values:

'nanoseconds'
'microseconds'
'milliseconds'
'seconds'
'minutes'
'hours'
'days'
'weeks'
'months'
'years'

Changing this property has no effect on other properties, and therefore changes the overall system behavior. Use chgTimeUnit to convert between time units without modifying system behavior.

`InputName` — Input channel name
character vector | cell array of character vectors

Input channel name, specified as a character vector or a 2-by-1 cell array of character vectors. Use this property to name the input channels of the controller model. For example, assign the names setpoint and measurement to the inputs of a 2-DOF PID controller model C as follows.

C.InputName = {'setpoint';'measurement'};

Alternatively, use automatic vector expansion to assign both input names. For example:

C.InputName = 'C-input';

The input names automatically expand to {'C-input(1)';'C-input(2)'}.

You can use the shorthand notation u to refer to the InputName property. For example, C.u is equivalent to C.InputName.

Input channel names have several uses, including:

Identifying channels on model display and plots
Specifying connection points when interconnecting models

`InputUnit` — Input channel units
cell array of character vectors

Input channel units, specified as a 2-by-1 cell array of character vectors. Use this property to track input signal units. For example, assign the units Volts to the reference input and the concentration units mol/m^3 to the measurement input of a 2-DOF PID controller model C as follows.

C.InputUnit = {'Volts';'mol/m^3'};

InputUnit has no effect on system behavior.

`InputGroup` — Input channel groups
`struct` with no fields (default)

Input channel groups. This property is not needed for PID controller models.

`OutputName` — Output channel name
character vector

Output channel name, specified as a character vector. Use this property to name the output channel of the controller model. For example, assign the name control to the output of a controller model C as follows.

C.OutputName = 'control';

You can use the shorthand notation y to refer to the OutputName property. For example, C.y is equivalent to C.OutputName.

Input channel names have several uses, including:

Identifying channels on model display and plots
Specifying connection points when interconnecting models

`OutputUnit` — Output channel units
character vector

Output channel units, specified as a character vector. Use this property to track output signal units. For example, assign the unit Volts to the output of a controller model C as follows.

C.OutputUnit = 'Volts';

OutputUnit has no effect on system behavior.

`OutputGroup` — Output channel groups
structure with no fields

Output channel groups. This property is not needed for PID controller models.

`Name` — System name
character vector

System name, specified as a character vector. For example, 'system_1'.

`Notes` — Any text that you want to associate with the system
string | cell array of character vectors

Any text that you want to associate with the system, stored as a string or a cell array of character vectors. The property stores whichever data type you provide. For instance, if sys1 and sys2 are dynamic system models, you can set their Notes properties as follows:

sys1.Notes = "sys1 has a string.";
sys2.Notes = 'sys2 has a character vector.';
sys1.Notes
sys2.Notes

ans = 

    "sys1 has a string."


ans =

    'sys2 has a character vector.'

`UserData` — Any type of data you want to associate with system
any MATLAB^® data

Any type of data you want to associate with system, specified as any MATLAB data type.

Object Functions

Examples

Tunable Two-Degree-of-Freedom Controller with a Fixed Parameter

Tunable Two-Degree-of-Freedom Controller with a Fixed Parameter

Create a tunable two-degree-of-freedom PD controller. Then, initialize the parameter values, and fix the filter time constant.

blk = tunablePID2('pdblock','PD');
blk.b.Value = 1;
blk.c.Value = 0.5;
blk.Tf.Value = 0.01;
blk.Tf.Free = false;
blk

blk =

  Parametric continuous-time 2-DOF PID controller "pdblock" with equation:

                         s    
  u = Kp (b*r-y) + Kd -------- (c*r-y)
                       Tf*s+1 

  where r,y are the controller inputs and Kp, Kd, b, c are tunable gains.

Type "showBlockValue(blk)" to see the current value and "get(blk)" to see all 
properties.

Controller Initialized by Dynamic System Model

Controller Initialized by Dynamic System Model

Create a tunable two-degree-of-freedom PI controller. Use a two-input, one-output tf model to initialize the parameters and other properties.

s = tf('s');
Kp = 10;
Ki = 0.1;
b = 0.7;
sys = [(b*Kp + Ki/s), (-Kp - Ki/s)];
blk = tunablePID2('PI2dof',sys)

blk =

  Parametric continuous-time 2-DOF PID controller "PI2dof" with equation:

                       1 
  u = Kp (b*r-y) + Ki --- (r-y)
                       s 

  where r,y are the controller inputs and Kp, Ki, b are tunable gains.

Type "showBlockValue(blk)" to see the current value and "get(blk)" to see all 
properties.

blk takes initial parameter values from sys.

If sys is a discrete-time system, blk takes the value of properties, such as Ts and IFormula, from sys.

Controller with Named Inputs and Output

Controller with Named Inputs and Output

Create a tunable PID controller, and assign names to the inputs and output.

blk = tunablePID2('pidblock','pid');   
blk.InputName = {'reference','measurement'};     
blk.OutputName = {'control'};

blk.InputName is a cell array containing two names, because a two-degree-of-freedom PID controller has two inputs.

Tips

You can modify the PID structure by fixing or freeing any of the parameters. For example, blk.Tf.Free = false fixes Tf to its current value.
To convert a tunablePID2 parametric model to a numeric (nontunable) model object, use model commands such as tf or ss. You can also use getValue to obtain the current value of a tunable model.

Version History

Introduced in R2016a

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R2016a: Name changed from ltiblock.pid2

Prior to R2016a, tunablePID2 was called ltiblock.pid2.

tunablePID2

Description

Creation

Syntax

Description

Input Arguments

`name` — PID controller `Name`
character vector

`type` — Controller type
character vector

`Ts` — Sample time
scalar

`sys` — Dynamic system model
integer

Properties

`Kp,Ki,Kd,Tf,b,c` — Parametrization of the PID gains
`param.Continuous` objects

`IFormula, DFormula` — Discrete integrator formulas
`''` (default)

`Ts` — Sample time
`0` (continuous time) (default) | positive scalar (discrete time)

`TimeUnit` — Time variable units
`'seconds'` (default)

`InputName` — Input channel name
character vector | cell array of character vectors

`InputUnit` — Input channel units
cell array of character vectors

`InputGroup` — Input channel groups
`struct` with no fields (default)

`OutputName` — Output channel name
character vector

`OutputUnit` — Output channel units
character vector

`OutputGroup` — Output channel groups
structure with no fields

`Name` — System name
character vector

`Notes` — Any text that you want to associate with the system
string | cell array of character vectors

`UserData` — Any type of data you want to associate with system
any MATLAB^® data

Object Functions

Examples

Tunable Two-Degree-of-Freedom Controller with a Fixed Parameter

Controller Initialized by Dynamic System Model

Controller with Named Inputs and Output

Tips

Version History

R2016a: Name changed from ltiblock.pid2

See Also

Topics

tunablePID2

Description

Creation

Syntax

Description

Input Arguments

name — PID controller Name character vector

type — Controller type character vector

Ts — Sample time scalar

sys — Dynamic system model integer

Properties

Kp,Ki,Kd,Tf,b,c — Parametrization of the PID gains param.Continuous objects

IFormula, DFormula — Discrete integrator formulas '' (default)

Ts — Sample time 0 (continuous time) (default) | positive scalar (discrete time)

TimeUnit — Time variable units 'seconds' (default)

InputName — Input channel name character vector | cell array of character vectors

InputUnit — Input channel units cell array of character vectors

InputGroup — Input channel groups struct with no fields (default)

OutputName — Output channel name character vector

OutputUnit — Output channel units character vector

OutputGroup — Output channel groups structure with no fields

Name — System name character vector

Notes — Any text that you want to associate with the system string | cell array of character vectors

UserData — Any type of data you want to associate with system any MATLAB® data

Object Functions

Examples

Tunable Two-Degree-of-Freedom Controller with a Fixed Parameter

Controller Initialized by Dynamic System Model

Controller with Named Inputs and Output

Tips

Version History

R2016a: Name changed from ltiblock.pid2

See Also

Topics

`name` — PID controller `Name`
character vector

`type` — Controller type
character vector

`Ts` — Sample time
scalar

`sys` — Dynamic system model
integer

`Kp,Ki,Kd,Tf,b,c` — Parametrization of the PID gains
`param.Continuous` objects

`IFormula, DFormula` — Discrete integrator formulas
`''` (default)

`Ts` — Sample time
`0` (continuous time) (default) | positive scalar (discrete time)

`TimeUnit` — Time variable units
`'seconds'` (default)

`InputName` — Input channel name
character vector | cell array of character vectors

`InputUnit` — Input channel units
cell array of character vectors

`InputGroup` — Input channel groups
`struct` with no fields (default)

`OutputName` — Output channel name
character vector

`OutputUnit` — Output channel units
character vector

`OutputGroup` — Output channel groups
structure with no fields

`Name` — System name
character vector

`Notes` — Any text that you want to associate with the system
string | cell array of character vectors

`UserData` — Any type of data you want to associate with system
any MATLAB^® data