Delay-Dependent Robust Constrained Predictive Control Method for Uncertain Systems Under Unknown Disturbances

A technology of uncertainty and unknown interference, applied in the field of uncertain system time-delay dependent robust constraint predictive control under unknown interference, can solve the problems of increasing the amount of calculation, increasing the conservatism, and increasing the computational burden of the three-capacity water tank control system. , to achieve the effect of improving performance and reducing conservatism

Active Publication Date: 2021-01-05
LIAONING UNIVERSITY OF PETROLEUM AND CHEMICAL TECHNOLOGY
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Problems solved by technology

The previous technology or method used to extend the time-delay into the model to transform the problem with time-delay into a problem without time-delay, but this method greatly expanded the dimension of the model, thereby increasing the amount of calculation
In addition, there are also time-delayed models directly, but some slack variables need to be introduced, which increases a certain degree of conservatism.
[0003] At present, the industrial process for the liquid level of the three-capacity water tank system has characteristics such as uncertainty, unknown disturbance, time-varying time-delay, and input-output constraints. The controller designed by the existing technology and method has a high amount of calculation and A certain degree of conservatism, which will inevitably increase the calculation burden of the three-capacity water tank control system and reduce the performance of the system

Method used

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  • Delay-Dependent Robust Constrained Predictive Control Method for Uncertain Systems Under Unknown Disturbances
  • Delay-Dependent Robust Constrained Predictive Control Method for Uncertain Systems Under Unknown Disturbances
  • Delay-Dependent Robust Constrained Predictive Control Method for Uncertain Systems Under Unknown Disturbances

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Embodiment

[0092] Such as figure 1 with 2 As shown, the present invention is a research on the simulation and comparison of the liquid level of the TTS20 three-capacity water tank system. It can be seen from the figure that the proposed inventive method can better track the order by using the extended state space model with time delay. It has better tracking performance, while the traditional method has a certain overshoot. At the same time, it can be seen from the control input curve that the input of the proposed method is smoother, can better resist unknown interference and uncertainty, and reflects good anti-interference ability. Therefore, the proposed inventive method can better meet the control requirements through high-performance control, thereby ensuring the stability of the system at the "card edge" control and improving the reliability and security of the system.

[0093] As an abstract model of many controlled objects in the industrial production process, the three-capacit...

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Abstract

The invention relates to a delay-dependent robust constraint predictive control method for an uncertain system with unknown disturbances. The method comprises the following steps: 1, establishing a state space model with an uncertain time-delay system; 2, transforming a constructed model into an expanded time-delay uncertain state space model; 3, designing a controller based on the above expandedmodel; and 4, solving the controller gain by using linear matrix inequality. The method has the advantages that the controller is designed by using the expanded time-delay uncertain state space modelso as to adjust the system state and output errors independently under the condition that a time lag exists, thereby providing more freedom of adjustment; the controller gain of the system is solved by using a new, less conservative and relatively simple expanded model based on a LMI-form delay-dependent stability condition so as to reduce the controller's conservativeness; the H-infinity performance index is introduced into the controller design to overcome any bounded interference and reduce control cost.

Description

technical field [0001] The invention belongs to the field of advanced control of industrial processes, and in particular relates to a time-delay-dependent robust constraint predictive control method for uncertain systems under unknown disturbances. Background technique [0002] With the rapid development of modern industry, the social demand for industrial products is increasing day by day, the scale of automatic control system is gradually expanding and the complexity is increasing, but the requirements for product quality and system performance are becoming increasingly strict, which will inevitably require production equipment to operate on the "card edge" "Under the conditions. Therefore, how to ensure system reliability and security and improve system performance is an open problem. In actual industrial processes, most processes, especially petrochemical processes, have uncertainty and time-varying time-delay, and are affected by input-output constraints and external d...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G05B13/04
CPCG05B13/042
Inventor 施惠元李平苏成利姜雪莹彭博郭颖曹江涛
Owner LIAONING UNIVERSITY OF PETROLEUM AND CHEMICAL TECHNOLOGY
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