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  2. Proportional–integral–derivative controller - Wikipedia

    en.wikipedia.org/wiki/Proportional–integral...

    Another early example of a PID-type controller was developed by Elmer Sperry in 1911 for ship steering, though his work was intuitive rather than mathematically-based. [ 9 ] It was not until 1922, however, that a formal control law for what we now call PID or three-term control was first developed using theoretical analysis, by Russian American ...

  3. Ziegler–Nichols method - Wikipedia

    en.wikipedia.org/wiki/Ziegler–Nichols_method

    The Ziegler–Nichols tuning (represented by the 'Classic PID' equations in the table above) creates a "quarter wave decay". This is an acceptable result for some purposes, but not optimal for all applications. This tuning rule is meant to give PID loops best disturbance rejection. [2]

  4. Smith predictor - Wikipedia

    en.wikipedia.org/wiki/Smith_predictor

    Intuitively, for the k sample intervals during which no fresh information is available, the system is controlled by the inner loop which contains a predictor of what the (unobservable) output of the plant G currently is. To check that this works, a re-arrangement can be made as follows:

  5. Integral windup - Wikipedia

    en.wikipedia.org/wiki/Integral_windup

    For example, the position of a valve cannot be any more open than fully open and also cannot be closed any more than fully closed. In this case, anti-windup can actually involve the integrator being turned off for periods of time until the response falls back into an acceptable range.

  6. Structure theorem for finitely generated modules over a ...

    en.wikipedia.org/wiki/Structure_theorem_for...

    In mathematics, in the field of abstract algebra, the structure theorem for finitely generated modules over a principal ideal domain is a generalization of the fundamental theorem of finitely generated abelian groups and roughly states that finitely generated modules over a principal ideal domain (PID) can be uniquely decomposed in much the same way that integers have a prime factorization.

  7. Simulink - Wikipedia

    en.wikipedia.org/wiki/Simulink

    MathWorks and other third-party hardware and software products can be used with Simulink. For example, Stateflow extends Simulink with a design environment for developing state machines and flow charts. MathWorks claims that, coupled with another of their products, [4] Simulink can automatically generate C source code for real-time ...

  8. Principal ideal domain - Wikipedia

    en.wikipedia.org/wiki/Principal_ideal_domain

    An example of a principal ideal domain that is not a Euclidean domain is the ring [+], [6] [7] this was proved by Theodore Motzkin and was the first case known. [8] In this domain no q and r exist, with 0 ≤ | r | < 4 , so that ( 1 + − 19 ) = ( 4 ) q + r {\displaystyle (1+{\sqrt {-19}})=(4)q+r} , despite 1 + − 19 {\displaystyle 1+{\sqrt ...

  9. Control theory - Wikipedia

    en.wikipedia.org/wiki/Control_theory

    Example of a single industrial control loop; showing continuously modulated control of process flow. A closed-loop controller or feedback controller is a control loop which incorporates feedback, in contrast to an open-loop controller or non-feedback controller. A closed-loop controller uses feedback to control states or outputs of a dynamical ...