set inital values for fuzzy logic controrller via simulink - matlab

I am using simulink to simulate my network. In my network, each element (Node) is represented as fuzzy inference system (FIS). Each FIS has a set of inputs and one output, the output from this FIS will be an input to another FIS to participate in calculation of the value to the other element.
each node is represented via FIS, and all the nodes(FIS’s)are connected with each other.
I connect them all in simulink and they work fine, but I need to set a specific initial value for each element to start the simulation.
However, i used the Model explore in Simulink – Model work space to set for each FIS the initial value but unfortunately now I have an error that related for each FIS in my model. This is a copy of error for each FIS:
” Error in ‘MyNetowrk / NODE1/Animation1
while executing MATLAB S-function ‘animrule’, flag = 0 (initialize), at start of simulation.
Caused by:
Struct contents reference from a non-struct array object.”
Can anyone suggest to me how the S function should be look like?

Related

How to call simulink model(.slx) from script

I'm a super beginner in Simulink models and control systems.
I have .slx Simulink model for drone dynamics system.
It takes in two inputs (roll cmd, pitch cmd) and outputs velocity x, velocity y, position x, and position y.
From here, it seems like I can open the system by calling
open_system('myModel.slx', 'loadable');
But how do I put inputs and get output values?
Is there a way I can do this in a gui?
EDIT:
Here is the full layout of my model:
When I did
roll_CMD=10;
pitch_CMD=20;
I got a warning saying:
Input port 1 of 'SimpleDroneDynamics/...' is not connected.
How do I feed inputs using port numbers?
How do I get outputs with port numbers? I tried
[vx, vy, px, py] = sim('SimpleDroneDynamics.slx');
and got an error saying
Number of left-hand side argument doesn't match block diagram...
Is there a way to continuously feed inputs at every time step? This being controller module, I think I'm supposed to feed in different values based on output position and velocity.
EDIT2:
I'm using Matlab2017a
About the first two points of your question:
In simulink:
For the inputs you can use a constant block and when you double click the input block you can assign a value, which can be a workspace variable.
To get the outputs to your workspace you can use the simout block (make sure to put Save format to array).
Connect inputs to your simulink model
Connect outputs of your simulink model to the simout blocks.
MATLAB script
clc;
clear all;
roll = 10;
pitch = 20;
sim('/path_to_simulinkmodel.slx')
time = simout(:,1);
velocity_X = simout(:,2);
velocity_Y = simout(:,3);
position_X = simout(:,4);
position_Y = simout(:,5);
About the third point of your question
You can define the duration of your simulation in the block diagram editor. You can put a variable which is defined in the calling script. There are multiple ways of achieving time dependent input variables:
One option I personally don't recommend is using a for-loop and calling the simulink model with a different value of roll and pitch
for i = 1:numberOfTimesteps
roll = ...
...
sim('simulinkModel.slx')
end
A second and more efficient approach is changing the constant blocks to other source blocks like ramp signals or sinusoid signals
First of all Simulink model use main Matlab workspace. So you can change your variables values at command window (or just at your script) and run Simulink model.
There are several ways to initialize this constants for Simulink. One more useful way is to create script containing all your variables and load it at Simulink model starts. You can do it by adding script name in Simulink/Model Explorer/Callbacks. (There are different callbacks - on Loading, on Starting and etc.). Read more about this: here.
Now you can run your simulation using sim function:
sim('name_of_model')
name_of_model must contain path if model is not in the active MATLAB folder (active folder you can see in your matlab window just under the main menu).
There are different properties of sim function, read about them in help this can be useful for you. By the way: you can change some parameters of your model using sim. You even can find any block in your model and change it's properties. Read more about sim and about finding current blocks. Interesting that the last solution give you ability to change parameters during the simulation!
About getting output. After you run simulation you get tout variable in main workspace. It is an array of timesteps. But if you add outport block (like at my image) you also get another variable in workspace yout. yout is an Datasets. It contain all your outports values. For 2 outports for example:
yout
yout =
Simulink.SimulationData.Dataset
Package: Simulink.SimulationData
Characteristics:
Name: 'yout'
Total Elements: 2
Elements:
1 : ''
2 : ''
Get the values of any of outports:
yout.get(1).Values
it is a timeseries data type, so:
yout.get(1).Values.Time - give you times
yout.get(2).Values.Data - give you values of this outport at each time
We have one more method to take output values:
[t,x,y] = sim('model_name')
it returns double arrays. t- time array, y - matrix of all outports values (it already double and contain only values without times, but for each simulation time!)
So now you can create common Matlab GUI and work at this variables! There is no any difficulties. You can read more about GUI for Simulink here.

Access/Index Array In Simulink

I have a 2D matrix/array in my model, as shown in image. I need to be able to index/access it randomly and pass it as a signal. How do I do this?
I can't use From File block, because the storage is forced to be double and too large for my embedded design.
It doesn't appear I can use From Workspace block...because this array is defined in my model as SoundArray.
This seem like it should be SO SIMPLE, but I just can’t figure it out. The only way I can think of doing it is in custom C code…which I don’t want to do.
Thanks
Array Definition and Model At Bottom
A matlab Function block (formerly EML-block) can pick up model workspace data if it is in "Parameter" scope and you define a Parameter input in the Function block. You could then use other inputs for controlling the random access, then return the desired position as a signal output from the Matlab function block.
function y = fcn(i,j,soundArray)
y = soundArray(i,j);
(Where soundArray is defined as a Parameter, and i and j are Inputs)
Edit:
Or define a Data Store Memory (add definition block). Then put a Data Store Read block for that memory which is routed to a selector block with 2 dimensions and "starting index (port)" for both those dimensions.
I believe you can use Model Workspace data to initialize the Data Store Memory, but I don't think that Model Workspace data is "live" during simulation.

MATLAB bus from struct

I want to hand data from a struct in my MATLAB workspace to an S-function.
To do this I created a bus. The code is compiled without any errors.
When I start the Simulation I get the following error message:
Invalid
structure-format variable specified as workspace input in
'untitled/From Workspace'. If the input signal is a bus signal, the
variable must be a structure of MATLAB timeseries objects. Otherwise,
the variable must include 'time' and 'signals' field, and the
'signals' field must be a structure with a 'values' fields.
In my opinion a timeseries object does not make sense, since the values are all constant.
Is there another way to import a MATLAB struct in my S-function?
FYI: I am using the S-Function Builder, since I do not have any experience in C.

Simulink signal from data generated by a fcn() block

In simulink I have a function block. Basically it contains
function y=fcn(u)
if u==1
a=[0,...,1];
b=[1,...,2];
end
y=[a',b'];
%y=struct('time',a,'value',b); %Second option
I want to use these arrays as a signal. As you see I have tried two options, making an output as an array and as a structure, non of them work for me.
In short, I'd like to be able to connect a scope to the output of the function and see the signal generated by (a,b). The reason I want to do it from a Simulink block is that I can just switch between many options of signals without having to build again the model. More over, I'd prefer that if the simulation time is bigger than whatever is specified in a then the signal keeps the last value of b.
p.s. I have tried this using a From Workspace block and it works fine.

How can I get signal dimensions in Simulink model

I have a question.
After simulate a simulink model I need to get signal dimensions of each line using MATLAB command.
I get line handles by following
line_h = find_system(gcs, 'FindAll', 'on','SearchDepth', 1, 'Type', 'Line')
then how can I get signal dimensions from line handles
** When check 'signal dimensions' in Format menu -> Port/Signal Displays
After simulate a model number of signal dimensions will show on nonscalar line.
I need to get it using MATLAB command.
Sorry for my English skill
Thank you
Alternatively, you can find the signal dimensions and signal widths of each block they originate from, using:
get_param(<block_path>,'CompiledPortDimensions')
get_param(<block_path>,'CompiledPortWidths')
Replacing <block_path> with the appropriate block path for each block of interest. The model must be compiled before you can run these commands, but since you indicate doing this after running the model, that shouldn't be a problem.
If you have a set of line handles from your find_system command you can use the following command to get the block connected to the signal.
hblkSrc = get_param(h(k),'SrcBlockHandle');
You can then use get_param(hblkSrc,'CompiledPortDimensions') as suggested by am304 to get the dimensions.
You can solve it the following way.
Enable signal logging for the desired signals (Properties). For
example set the name to custom and signalone.
If you actually don't want to log the signal, set Limit data points to last to 1, so you avoid storing unused data.
Go to SImulink preferences and enable signal logging, default output name is logsout
after simulation you'll get a dataset logsout in your workspace
now evaluate this dataset as follows:
% returns data, if data limit is set to 1 it's a coloumn
% vector with just the last value
data = logsout.get('signalone').Values.Data
you can now just use the size of this vector and you know the dimension of the signal
[~,dim]=size(data)
or in one line:
[~,dim]=size(logsout.get('signalone').Values.Data)
If you have a a lot of signals and you want to evaluate them at once, give your signals convenient output-names and use a loop for iterating through a string vector with all your signal names.
As you say you want the dimensions of "all" (are you sure?) signals I think it is more convenient to just check "Enable signal logging" in each signal property and do all further definitions in the Simulink preferences where you have a list to manage all signals.