Neural Network Predictive Controller Design without the plant model but with historical data.

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Abhishek Guhe 2015-9-28

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https://ww2.mathworks.cn/matlabcentral/answers/245644-neural-network-predictive-controller-design-without-the-plant-model-but-with-historical-data

回答： Arkadiy Turevskiy 2015-10-14

I am trying to model neural network predictive controller using historical data. But with all the examples that I referred, we need plant model to train controller. Is there anyway we can use historical data to model plant?

My many thanks.

Abhishek Guhe

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Answer 1

Arkadiy Turevskiy 2015-10-14

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https://ww2.mathworks.cn/matlabcentral/answers/245644-neural-network-predictive-controller-design-without-the-plant-model-but-with-historical-data#answer_195963

This is applicable to all control design problems in general: if you have plant input-output data and want to create a plant model from them, you can use system identification. MathWorks offers System Identification Toolbox for that. Take a look at this 2 min video to get an idea about how it works.