DocumentCode
179266
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
fYear
2014
fDate
15-16 June 2014
Firstpage
550
Lastpage
555
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Engineering Applications (ISDEA), 2014 Fifth International Conference on
Conference_Location
Hunan
Print_ISBN
978-1-4799-4262-6
Type
conf
DOI
10.1109/ISDEA.2014.130
Filename
6977660
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