10 lines
812 B
Text
10 lines
812 B
Text
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Concept : Switched adaptive controller
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- a bank of transfer functions, or candidate system models, are being simulated with the current inputs to the real system
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- for every model, we compare its output with the output measured from the real system, and integrate the difference over some time
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- every one in a while, we select the controller that corresponds to the model with the best fitness
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- we reset the models with the initial conditions measured from the real system periodically as well
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As a result, we should get a somewhat okay adaptation of the control, since for every model, we have a properly tuned controller.
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The switch can be made smooth by either going through a low-pass filter, or, better, smoothly transitioned from one input to the other with a variable going linearly in time.
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