Quad-Rotor Directional Steering System Controller Design Using Gravitational Search Optimization

  • M. A. Kamel
  • , M. A. Abido*
  • , Moustafa Elshafei
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Directional Steering System (DSS) has been established for well drilling in the oilfield in order to accomplish high reservoir productivity and to improve accessibility of oil reservoirs in complex locations. In this paper, a novel feedback linearization controller to cancel the nonlinear dynamics of a DSS is proposed. The proposed controller design problem is formulated as an optimization problem for optimal settings of the controller feedback gains. Gravitational Search Algorithm (GSA) is developed to search for optimal settings of the proposed controller. The objective function considered is to minimize the tracking error and drilling efforts. In this study, the DSS considered has 4 downhole motors. The robustness of the proposed GSA-based approach for the controller design is demonstrated. The simulation results of the considered 4-rotor DSS is presented and the effectiveness of the proposed controller is confirmed.

Original languageEnglish
Pages (from-to)795-805
Number of pages11
JournalIntelligent Automation and Soft Computing
Volume24
Issue number4
DOIs
StatePublished - 2018

Bibliographical note

Publisher Copyright:
© 2017 TSI® Press.

Keywords

  • Directional drilling
  • feedback linearization
  • gravitational search
  • nonlinear control
  • quad-rotor
  • rotary steerable system

ASJC Scopus subject areas

  • Software
  • Theoretical Computer Science
  • Computational Theory and Mathematics
  • Artificial Intelligence

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