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

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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

Answers (1)

Arkadiy Turevskiy
Arkadiy Turevskiy on 14 Oct 2015
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.

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