Parametric Control to Second-Order Quasi-Linear Systems Based on Dynamic Compensator and Multi-Objective Optimization

This paper presents the parametric design approach to the second-order quasi-linear (SQ) systems by using dynamic compensator and multi-objective optimization. Based on the solutions to a type of the second-order generalized Sylvester equations (SGSEs), the generally parametric form of the dynamic c...

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Main Authors: Yin-Dong Liu, Da-Wei Zhang, Li-Mei Wang, Da-Ke Gu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8720146/
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spelling doaj-89e8c76e4b5b4880bc6b18ec3031e27d2021-03-29T23:33:32ZengIEEEIEEE Access2169-35362019-01-017672876730410.1109/ACCESS.2019.29182768720146Parametric Control to Second-Order Quasi-Linear Systems Based on Dynamic Compensator and Multi-Objective OptimizationYin-Dong Liu0https://orcid.org/0000-0003-0212-7980Da-Wei Zhang1Li-Mei Wang2Da-Ke Gu3https://orcid.org/0000-0003-0611-5004School of Electrical Engineering, Shenyang University of Technology, Shenyang, ChinaSchool of Automation Engineering, Northeast Electric Power University, Jilin, ChinaSchool of Electrical Engineering, Shenyang University of Technology, Shenyang, ChinaSchool of Automation Engineering, Northeast Electric Power University, Jilin, ChinaThis paper presents the parametric design approach to the second-order quasi-linear (SQ) systems by using dynamic compensator and multi-objective optimization. Based on the solutions to a type of the second-order generalized Sylvester equations (SGSEs), the generally parametric form of the dynamic compensator is established, the completely parameterized expressions of left and right eigenvector matrices are obtained, and it also provides two groups of arbitrary parameter matrices. With the parametrized method, the closed-loop system is converted into a linear constant one. Simultaneously, it also investigates a novel technique to multi-objective design and optimization. Multiple performance indexes, such as regional pole assignment, low sensitivity, disturbance attenuation, robustness degree, and low gains, are formulated by arbitrary parameters. Based on the above indexes, robustness criteria and low gain criteria can be expressed by a synthetic objective function which includes each performance index weighted. By using the degrees of freedom (DOFs) in arbitrary parameters, a dynamic compensator can be established by solving a multi-objective optimization problem. Finally, the spacecraft rendezvous problem is proposed to verify the feasibility and effectiveness of the parametrized approach.https://ieeexplore.ieee.org/document/8720146/Second-order quasi-linear (SQ) systemsparametric controlmulti-objective optimizationdynamic compensatordegrees of freedom (DOFs) in parameters
collection DOAJ
language English
format Article
sources DOAJ
author Yin-Dong Liu
Da-Wei Zhang
Li-Mei Wang
Da-Ke Gu
spellingShingle Yin-Dong Liu
Da-Wei Zhang
Li-Mei Wang
Da-Ke Gu
Parametric Control to Second-Order Quasi-Linear Systems Based on Dynamic Compensator and Multi-Objective Optimization
IEEE Access
Second-order quasi-linear (SQ) systems
parametric control
multi-objective optimization
dynamic compensator
degrees of freedom (DOFs) in parameters
author_facet Yin-Dong Liu
Da-Wei Zhang
Li-Mei Wang
Da-Ke Gu
author_sort Yin-Dong Liu
title Parametric Control to Second-Order Quasi-Linear Systems Based on Dynamic Compensator and Multi-Objective Optimization
title_short Parametric Control to Second-Order Quasi-Linear Systems Based on Dynamic Compensator and Multi-Objective Optimization
title_full Parametric Control to Second-Order Quasi-Linear Systems Based on Dynamic Compensator and Multi-Objective Optimization
title_fullStr Parametric Control to Second-Order Quasi-Linear Systems Based on Dynamic Compensator and Multi-Objective Optimization
title_full_unstemmed Parametric Control to Second-Order Quasi-Linear Systems Based on Dynamic Compensator and Multi-Objective Optimization
title_sort parametric control to second-order quasi-linear systems based on dynamic compensator and multi-objective optimization
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description This paper presents the parametric design approach to the second-order quasi-linear (SQ) systems by using dynamic compensator and multi-objective optimization. Based on the solutions to a type of the second-order generalized Sylvester equations (SGSEs), the generally parametric form of the dynamic compensator is established, the completely parameterized expressions of left and right eigenvector matrices are obtained, and it also provides two groups of arbitrary parameter matrices. With the parametrized method, the closed-loop system is converted into a linear constant one. Simultaneously, it also investigates a novel technique to multi-objective design and optimization. Multiple performance indexes, such as regional pole assignment, low sensitivity, disturbance attenuation, robustness degree, and low gains, are formulated by arbitrary parameters. Based on the above indexes, robustness criteria and low gain criteria can be expressed by a synthetic objective function which includes each performance index weighted. By using the degrees of freedom (DOFs) in arbitrary parameters, a dynamic compensator can be established by solving a multi-objective optimization problem. Finally, the spacecraft rendezvous problem is proposed to verify the feasibility and effectiveness of the parametrized approach.
topic Second-order quasi-linear (SQ) systems
parametric control
multi-objective optimization
dynamic compensator
degrees of freedom (DOFs) in parameters
url https://ieeexplore.ieee.org/document/8720146/
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