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Design method and device of finite time state feedback controller

A state feedback, limited time technology, applied in the direction of adaptive control, general control system, control/regulation system, etc., can solve problems such as degree difficulty, fuzzy set can not obtain good effect, etc., to achieve the effect of simple method

Active Publication Date: 2019-04-05
SICHUAN UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

As the studied system becomes more and more complex and usually has uncertainty, it becomes more and more difficult to use a definite membership degree to describe the degree to which an object belongs to a certain fuzzy set
Especially in highly uncertain environments, type-one fuzzy sets often cannot achieve good results

Method used

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  • Design method and device of finite time state feedback controller
  • Design method and device of finite time state feedback controller
  • Design method and device of finite time state feedback controller

Examples

Experimental program
Comparison scheme
Effect test

example 1

[0165] Example 1. In this example, consider the interval type 2 T-S fuzzy time-delay model (2), and the system matrix is ​​(42).

[0166]

[0167] The membership function of interval type II T-S fuzzy time-delay model is chosen as follows:

[0168]

[0169] To find the controller gain matrix that makes the closed-loop system stable in finite time, let τ=0.4,c 1 =0.4,γ=9,c 2 =0.8, T=50, ρ 1 =0.1626,ρ 2 =0.4661, let α=10 -5 ,σ=0.4, use the cone compensation linearization algorithm to get the controller gain matrix:

[0170] K 1 =[-8.7864-1.7715],K 2 =[-8.7918-1.7743] (43)

[0171] When the initial condition is t∈[-τ,0], the state response x(t) of the closed-loop system is as follows image 3 shown. From image 3 It can be seen that when t→∞, the value of the state variable converges and maintains at the equilibrium point. Figure 4 Represents the norm of the state vector of the closed-loop system. From Figure 4 can be seen in Therefore, it can be conclu...

example 2

[0172] Example 2. Consider the following inverted pendulum model:

[0173]

[0174] in, x 2 (t) ∈ [-5,5], g=9.8, L=0.5. m p ∈[2,3],m c ∈[8,16] is an uncertain parameter, a=1 / (m p +m c ).

[0175] The above inverted pendulum model is subject to parameter uncertainties, so the type-one fuzzy finite-time stability theory cannot be applied in this example. The above inverted pendulum model is transformed into a four-rule interval type II T-S fuzzy time-delay model in the form of (2). The system matrix is ​​as follows:

[0176]

[0177] The upper membership degree and lower membership degree of each rule of the interval type 2 T-S fuzzy time-delay model are defined in Table 1.

[0178] Table 1 Upper membership degree and lower membership degree

[0179]

[0180] Let ρ 1 = ρ 2 = ρ 3 = ρ 4 = 0.1, τ = 0.2, c 1 =0.4, γ=9, c 2 =0.53, T=100, using the cone compensation linearization algorithm to obtain the controller gain matrix as follows:

[0181]

[0182]...

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Abstract

Embodiments of the present invention provide a method and device for designing a finite-time state feedback controller, which relate to the technical field of nonlinear system control. The method includes obtaining an interval-type T-S fuzzy time-delay model based on the acquired parameter uncertain nonlinear time-delay system. Then an initial interval type-two fuzzy state feedback controller is designed, and the initial interval type-two fuzzy state feedback controller includes a gain matrix of the controller to be solved. Then, based on the interval type-two T-S fuzzy time-delay model and the initial interval type-two fuzzy state feedback controller, a closed-loop system is obtained. Finally, based on the closed-loop system and preset calculation rules, the controller gain matrix is ​​obtained. Based on the controller gain matrix and the initial interval type-two fuzzy state feedback controller, a finite-time interval type-two fuzzy state feedback controller for the parameter uncertain nonlinear time-delay system is finally obtained. The method is simpler and more effective.

Description

technical field [0001] The invention relates to the technical field of nonlinear system control, in particular to a method and device for designing a finite-time state feedback controller. Background technique [0002] In the past few decades, Takagi-Sugeno (T-S) fuzzy model has been widely used in the field of system control, and many valuable achievements have been made for system stability analysis and control system design. In recent years, type I fuzzy model has been gradually applied to the study of nonlinear systems, and the existing research results show that fuzzy models can be used to deal with some complex nonlinear systems. In the field of nonlinear control, there are many examples of practical application of the type I fuzzy model. When using fuzzy models to deal with multivariate systems, the number of rules can be effectively reduced. Some research results of type I fuzzy control have been successfully applied to complex industrial control. As the studied s...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G05B13/04
CPCG05B13/0275G05B13/042
Inventor 赵涛刘佳豪梁伟博佃松宜
Owner SICHUAN UNIV