Time delay system PID controller stabilization method based on data drive
A time-delay system, data-driven technology, applied in the direction of adaptive control, general control system, control/regulation system, etc., can solve the problem of difficult PID controller online adjustment PID controller, difficult calculation of PID control parameter set, etc. question
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[0093] Embodiment: The control method proposed by the present invention is used in the automatic control system of the papermaking production process. When the controlled object is a stable object and the model is unknown, a stable set of PID control parameters that can make the system stable is designed. As long as the PID control parameters are selected in this set, the stability of the closed-loop system can be guaranteed.
[0094] The specific implementation steps are given below:
[0095] (1) Give the controlled object an input signal u, filter the output of the control system, and measure the time when the response signal y begins to appear at the output end, and the time lag θ=1 of the controlled object can be obtained;
[0096] (2) build figure 1 The relay feedback system shown includes the controlled time-delay object G(s), PID controller C(s), relays and changeover switches. Turn the switch in the relay feedback system to the relay end;
[0097] (3) The actual st...
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in a PID controller through necessary conditions of PID stabilization; for a fixed k
value, obtaining a necessary and sufficient condition which can enable a closed-loop system to be stable, and determining a two-dimensional parameter domain which can enable the closed-loop system to be stable and relates to differential gain k<d> in the PID controller and integral gain k in the PID controller; and determining a two-dimensional stabilization domain with a convex polygon characteristic of the (k<d>, k) to ergodic points of each k
through going through the maximum permissible stabilization range of the k
, and obtaining a stabilization set of the PID controller. As long as a control parameter is selected from the obtained stabilization set of the PID controller, the stability of the closed-loop system can be ensured. According to the time delay system PID controller stabilization method based on the data drive, under the condition that a transfer function of the time delay object or a state space model of the time delay object does not need to be obtained, the PID controller stabilization method is offered based on frequency response data, complex calculation processes of pattern identification are avoided, and an approach which is simple and effective is offered for the design of a PID controller without a model time delay system.
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