Title :
Adaptive Fuzzy Control Technology for Automatic Oil Drilling System
Author :
Zhao, Qingjie ; Wang, Fasheng ; Wang, Wei ; Deng, Hongbin
Author_Institution :
Beijing Inst. of Technol., Beijing
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.
Keywords :
adaptive control; control nonlinearities; control system synthesis; delays; feedback; fuzzy control; oil drilling; AC frequency converters; ZJ30DB series; adaptive fuzzy control; automatic oil drilling system; controlled objects nonlinearity; double-loop control system design; negative feedback loop; oil rigs; time delay; time variability; Adaptive control; Automatic control; Control systems; Frequency conversion; Fuzzy control; Nonlinear control systems; Oil drilling; Petroleum; Pressure control; Programmable control; adaptive fuzzy control; automatic oil drilling; two loops;
Conference_Titel :
Automation and Logistics, 2007 IEEE International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-1531-1
DOI :
10.1109/ICAL.2007.4338926