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  2. Proportional–integral–derivative controller - Wikipedia

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

    A block diagram of a PID controller in a feedback loop. r(t) is the desired process variable (PV) or setpoint (SP), and y(t) is the measured PV. The distinguishing feature of the PID controller is the ability to use the three control terms of proportional, integral and derivative influence on the controller output to apply accurate and optimal ...

  3. Integral windup - Wikipedia

    en.wikipedia.org/wiki/Integral_windup

    Within modern distributed control systems and programmable logic controllers, it is much easier to prevent integral windup by either limiting the controller output, limiting the integral to produce feasible output, [5] or by using external reset feedback, which is a means of feeding back the selected output to the integral circuit of all ...

  4. Linear-quadratic regulator rapidly exploring random tree

    en.wikipedia.org/wiki/Linear-quadratic_regulator...

    A solver, for example PID controllers and model predictive control, are able to bring the simulated system into a goal state. From an abstract point of view, the problem of controlling a complex physical system is a kinodynamic motion planning problem. [2]

  5. Ziegler–Nichols method - Wikipedia

    en.wikipedia.org/wiki/Ziegler–Nichols_method

    The Ziegler–Nichols tuning method is a heuristic method of tuning a PID controller.It was developed by John G. Ziegler and Nathaniel B. Nichols.It is performed by setting the I (integral) and D (derivative) gains to zero.

  6. Machine learning control - Wikipedia

    en.wikipedia.org/wiki/Machine_learning_control

    Four types of problems are commonly encountered: Control parameter identification: MLC translates to a parameter identification [1] if the structure of the control law is given but the parameters are unknown. One example is the genetic algorithm for optimizing coefficients of a PID controller [2] or discrete-time optimal control. [3]

  7. Talk:Proportional–integral–derivative controller - Wikipedia

    en.wikipedia.org/wiki/Talk:Proportional...

    I suggest Astrom' PID Controllers Theory, Design and Tunning (1995, not sure if there is a newer edition) and, **much** more relevant and concise about this particular topic is O'Dwyer's Handbook of PI and PID Controller 3rd edition (2009). In fact, O'Dwyer's chapter 2 is entirely about different forms for PID controllers.

  8. Open-loop controller - Wikipedia

    en.wikipedia.org/wiki/Open-loop_controller

    The PID loop in this situation uses the feedback information to change the combined output to reduce the remaining difference between the process setpoint and the feedback value. Working together, the combined open-loop feed-forward controller and closed-loop PID controller can provide a more responsive control system in some situations.

  9. Control loop - Wikipedia

    en.wikipedia.org/wiki/Control_loop

    In this example, a flow control loop is shown, but can be level, temperature, or any one of many process parameters which need to be controlled. The control function shown is an "intermediate type" such as a PID controller which means it can generate a full range of output signals anywhere between 0-100%, rather than just an on/off signal. [1]