Genetic Algorithms for Satellite Launcher Attitude Controller Design

Author:

Silva Paulo Renato,Silva Abreu Ivanildo,Almeida Forte Paulo,Costa do Amaral Henrique Mariano

Abstract

For proper attitude control of space-crafts conventional optimal Linear Quadratic (LQ) controllers are designed via trial-and-error selection of the weighting matrices. This time consuming method is inefficient and usually results in a high order complex controller. Therefore, this work proposes a genetic algorithm (GA) for the search problem of the attitude controller gains of a satellite launcher. The GA's fitness function considers some control features as eigenstructure, control goals and constraints. According to simulation results, the search problem of controller parameters with evolutionary algorithms was faster than usual approaches and the designed controller reached all the specifications with satisfactory time responses. These results could improve engineering tasks by speeding up the design process and reducing costs.

Publisher

IBERAMIA: Sociedad Iberoamericana de Inteligencia Artificial

Subject

Artificial Intelligence,Software

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. An automated system analysis and design tool for spacecrafts;CEAS Space Journal;2021-08-07

2. Linear Genetic Programming-Based Controller for Space Debris Retrieval;2020 4th International Conference on Automation, Control and Robots (ICACR);2020-10-11

3. An Overview of Evolutionary Algorithms toward Spacecraft Attitude Control;Advances in Spacecraft Attitude Control;2020-01-15

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