App Designer

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Plot Cam on App

첫 화면

init-1

init-2

속성 추가

property 
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properties (Access = private)
    Camera = webcam;
end

UIAxes 추가

uiaxes

Callback 추가

callback 
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function startupFcn(app)
    himg = image(app.UIAxes, zeros(size(snapshot(app.Camera)),'uint8'));
    preview(app.Camera, himg)
end

GUI for DAQ

PHM GUI test

Property로 공구의 상태와 훈련된 모델 지정

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properties (Access = private)
    state = 'test';
    mod = load('/Users/zerohertz/MATLAB/DAQ-App-for-PHM/TestModel.mat');
end

상태등의 Init

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function startupFcn(app)
    app.Lamp.Color = 'yellow';
end

Slider의 값을 Input으로 지정 및 결과 출력

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function SliderValueChanged(app, event)
    value = app.Slider.Value;
    app.state = string(app.mod.trainedModel.predictFcn(table(value, 'VariableNames', {'Var1'})));
    if app.state == 'normal'
        app.Lamp.Color = 'blue';
    elseif app.state == 'fault'
        app.Lamp.Color = 'red';
    else
        app.Lamp.Color = 'green';
    end
end
init normal fault

DAQ App for PHM by ML

Reference : LiveDataAcquisition.mlapp

Source Code on Github

ml

DAQ App for PHM by DNN

Reference : LiveDataAcquisition.mlapp

Source Code on Github

dnn