Title :
Research on Fuzzy PI Control Based on Genetic Algorithms for Beam Pumping Unit
Author :
Li Peng ; Zhang Zeng-Xiu ; Wang Chao ; Zhang Yi-Hui
Author_Institution :
Coll. of Autom., Harbin Eng. Univ., Harbin, China
Abstract :
Electricity energy was wasted greatly for light load and low efficiency of beam pumping unit system used in oil field. So, the vector variable frequency speed regulating technology is studied to adjust the rotational speed of oil-field motor dynamically. So that it can be adjusted according to the load of pumping unit. And closed-loop controller of pumping unit system was designed by adjusting motor speed. Design and implementation for pumping unit system of Fuzzy PIcontroller optimized by GA is proposed in this paper. The simulation research in Simulink shows that dynamic of speed control and fast start-up performance are improved, overshoot is suppressed effectively, and it has stronger adaptability and better effect.
Keywords :
PI control; angular velocity control; closed loop systems; control system synthesis; fuzzy control; genetic algorithms; oil technology; Simulink; beam pumping unit system; closed-loop controller design; fuzzy PI control; genetic algorithms; oil-field motor rotational speed control; vector variable frequency speed regulating technology; AC motors; DC motors; Genetic algorithms; Niobium; Pi control; Pumps; beam pumping unit; fuzzy PI; genetic algorithms; vector variable frequency speed regulating;
Conference_Titel :
Instrumentation and Measurement, Computer, Communication and Control (IMCCC), 2014 Fourth International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4799-6574-8
DOI :
10.1109/IMCCC.2014.23
