control theory

Notes on control theory

PID control

If you're a control or automation engineer, you'll probably roll your eyes at the sight of another article on PID controllers - especially one written by an undergraduate. Nonetheless, here is my own spin on the topic.

Unfortunately the article is in the PDF format - and I can't translate it to HTML easily. Here's the link: PID control.

System identification using ARMA models

System identification

System identification falls in to two categories - parametric and non-parametric. When using parametric methods, it is implicitly assumed that the system being investigated adheres to a certain model (e.g. first-order plus dead-time, second-order, etc.) - and the task of identification boils down to finding the 'parameters' for that model. Non-parametric methods, in contrast, make no such assumption - they involve analysis of the frequency response of the system instead.

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