Title :
Improved Ant Colony Optimization for Interval Pumping of Pumping Unit
Author :
Liu Tianshi ; Meng Yalei
Author_Institution :
Sch. of Comput. Sci., Xi´an Shiyou Univ., Xi´an, China
Abstract :
In order to benefit oil filed production and reduce electricity cost, an interval pumping algorithm is proposed for pumping unit by using improved ant colony optimization. The algorithm divides update process of submergence depth into two phases by comparing pumping-factor and pumping-threshold based on the down hole fluid volume, and then it chooses the appropriate update rule of submergence depth at each phase. Such algorithm determines the interval pumping time by improving the node selection rule of ant colony optimization, which takes into consideration the influence of pumping time and different prices at different time on electricity cost. The experiment results show that the algorithm can effectively reduce the overall electricity cost of oilfield and increase production benefit.
Keywords :
ant colony optimisation; cost reduction; oil technology; power consumption; pumps; down hole fluid volume; electricity cost reduction; improved ant colony optimization; interval pumping algorithm; interval pumping time; node selection rule; oil field production; oilfield; production benefit; pumping unit; pumping-factor; pumping-threshold; Algorithm design and analysis; Electricity; Fluid dynamics; Liquids; Production; Pumps; Ant Colony Optimization; Interval Pumping; Pumping Unit; Submergence Depth;
Conference_Titel :
Intelligent Systems Design and Engineering Applications (ISDEA), 2014 Fifth International Conference on
Conference_Location :
Hunan
Print_ISBN :
978-1-4799-4262-6
DOI :
10.1109/ISDEA.2014.130