Research Article | OPEN ACCESS
Sliding Mode Control with Nonlinear Disturbance Observer Based on Genetic Algorithm for Rotary Steering Drilling Stabilized Platform
Yuantao Zhang
School of Electrical and Information Engineering, Chongqing University of Science and Technology, Chongqing 401331, China, Tel.: 86-13996010839
Research Journal of Applied Sciences, Engineering and Technology 2013 17:3187-3192
Received: January 14, 2013 | Accepted: February 22, 2013 | Published: September 20, 2013
Abstract
This study proposed a novel robust sliding mode control strategy for the stabilized platform of rotary steering drilling system. Firstly, a Nonlinear Disturbance Observer (NDO) which can converge exponentially with suitable design parameters is used to observe the uncertain disturbance of stabilized platform under work condition. Subsequently, sliding mode controller is designed to guarantee the robustness of the closed-loop system. The adaptive rate of switching gain is designed and sign function is replaced by bipolar sigmoid function to weaken chattering. Finally, Genetic Algorithm (GA) is applied to search the optimal controller parameters, including switching function coefficient, switching gain adaptive coefficient, sigmoid function coefficient and observer coefficient. Simulation results show that NDO can observe the uncertain disturbance effectively, controller output is decreased and stabilized platform can get optimal control performance and robustness.
Keywords:
Genetic algorithm, nonlinear disturbance observer, Stabilized platform, rotary steering drilling system, sliding mode control,
Competing interests
The authors have no competing interests.
Open Access Policy
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
Copyright
The authors have no competing interests.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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