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Adaptive fuzzy control technology for automatic oil drilling system

  • Beijing Institute of Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

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.

源语言英语
主期刊名Proceedings of the IEEE International Conference on Automation and Logistics, ICAL 2007
2123-2127
页数5
DOI
出版状态已出版 - 2007
活动2007 IEEE International Conference on Automation and Logistics, ICAL 2007 - Jinan, 中国
期限: 18 8月 200721 8月 2007

丛书

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

会议

会议2007 IEEE International Conference on Automation and Logistics, ICAL 2007
国家/地区中国
Jinan
时期18/08/0721/08/07

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