Adaptive fuzzy control technology for automatic oil drilling system

Zhao Qingjie*, Wang Fasheng, Wang Wei, Deng Hongbin

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Citations (Scopus)

Abstract

The paper proposes an adaptive fuzzy control method for the new oil rigs of ZJ30DB series with AC frequency converters. The assistant motor and its gearing work as executing system. Considering the time-delay, time-variability and nonlinearity of controlled objects, we design a double-loop control system in order to control the drill pressure tending to an expected value. Because it is very difficult to model the system accurately, we use a fuzzy control method in the outer loop based on the experience of skilled drillers. Since the simple fuzzy control algorithm is not able to adapt itself to the system changes momentarily, we select an adaptive fuzzy control algorithm. The inner loop is also a negative feedback loop, where the motor rotation speed signal from a sensor is fed back to the input. This can make the system response changes more quickly and more steadily. In addition, we simply study the state estimation problem based on particle filters. The scheme and the research may be beneficial to automatic drilling of oil rigs both in theory and in technology.

Original languageEnglish
Title of host publicationProceedings of the IEEE International Conference on Automation and Logistics, ICAL 2007
Pages2123-2127
Number of pages5
DOIs
Publication statusPublished - 2007
Event2007 IEEE International Conference on Automation and Logistics, ICAL 2007 - Jinan, China
Duration: 18 Aug 200721 Aug 2007

Publication series

NameProceedings of the IEEE International Conference on Automation and Logistics, ICAL 2007

Conference

Conference2007 IEEE International Conference on Automation and Logistics, ICAL 2007
Country/TerritoryChina
CityJinan
Period18/08/0721/08/07

Keywords

  • Adaptive fuzzy control
  • Automatic oil drilling
  • Two loops

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