Oil well characterization and artificial gas lift optimization using neural networks combined with genetic algorithm

Discrete Dynamics in Nature and Society

Volumn 2014, Issue , 2014, Pages

  Monyei, Chukwuka G ^a   Adewumi, Aderemi O ^b   Obolo, Michael O ^a  

^a UNIVERSITY OF IBADAN   (Nigeria)

^b UNIVERSITY OF KWAZULU NATAL   (South Africa)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84902146572     PISSN: 10260226     EISSN: 1607887X     Source Type: Journal    
DOI: 10.1155/2014/289239     Document Type: Article

References (18)

1. Codas A., Camponogara E., Mixed-integer linear optimization for optimal lift-gas allocation with well-separator routing. European Journal of Operational Research 2012 217 1 222 231 2-s2.0-80054960220 10.1016/j.ejor.2011.08.027 MR2851655 ZBL1244.90263
2. Ray T., Sarker R., Genetic algorithm for solving a gas lift optimization problem. Journal of Petroleum Science and Engineering 2007 59 1-2 84 96 2-s2.0-34548699682 10.1016/j.petrol.2007.03.004 (Pubitemid 47413003)
3. Camponogara E., Nakashima P. H. R., Solving a gas-lift optimization problem by dynamic programming. European Journal of Operational Research 2006 174 2 1220 1246 2-s2.0-33746239125 10.1016/j.ejor.2005.03.004 (Pubitemid 44093897)
4. de Souza J. N. M., de Medeiros J. L., Costa A. L. H., Nunes G. C., Modeling, simulation and optimization of continuous gas lift systems for deepwater offshore petroleum production. Journal of Petroleum Science and Engineering 2010 72 3-4 277 289 2-s2.0-77954818942 10.1016/j.petrol.2010.03.028
5. Mahmudi M., Sadeghi M. T., The optimization of continuous gas lift process using an integrated compositional model. Journal of Petroleum Science and Engineering 2013 108 321 327 10.1016/j.petrol.2013.05.008
6. Sharma R., Fjalestad K., Glemmestad B., Optimization of lift gas allocation in a gas lifted oil field as non-linear optimization problem. Modeling, Identification and Control 2012 33 1 13 25 2-s2.0-84860648558 10.4173/mic.2012.1.2
7. Santos O. G., Bordalo S. N., Alhanati F. J. S., Study of the dynamics, optimization and selection of intermittent gas-lift methods-a comprehensive model. Journal of Petroleum Science and Engineering 2001 32 2-4 231 248 2-s2.0-0035846495 10.1016/S0920-4105(01)00164-4 (Pubitemid 34244017)
8. Kanu E. P., Mach J., Brown K. E., Economic approach to oil production and gas allocation in continuous gas lift. Journal of Petroleum Technology 1981 33 10 1887 1892 2-s2.0-0019623376 (Pubitemid 12446633)
9. Ibitola A., Monyei C. G., Genetic algorithm for students allocation to halls of residence using energy consumption as discriminant adaptive computing. Information Systems, Development Informatics & Allied Research Journal 3 4 31 36
10. Monyei C. G., Fakolujo O. A., Optimized enhanced control system for the Unibadan's virtual power plant project using genetic algorithm. African Journal of Computing & ICT 2013 6 4 16 20
11. Goldberg D., Genetic Algorithms in Search, Optimization and Machine Learning 1989 Reading, Mass, USA Addison-Wesley
12. Adewumi A. O., Sawyerr B. A., Ali M. M., A heuristic solution to the university timetabling problem. Engineering Computations 2009 26 8 972 984 2-s2.0-74249116369 10.1108/02644400910996853
13. Yildiz A. R., Ozturk F., Hybrid enhanced genetic algorithm to select optimal machining parameters in turning operation. Proceedings of the Institution of Mechanical Engineers B: Journal of Engineering Manufacture 2006 220 12 2041 2053 2-s2.0-34247111349 10.1243/09544054JEM570 (Pubitemid 46599839)
14. Nwaoha T. C., Yang Z., Wang J., Bonsall S., Application of genetic algorithm to risk-based maintenance operations of liquefied natural gas carrier systems. Proceedings of the Institution of Mechanical Engineers E: Journal of Process Mechanical Engineering 2011 225 1 40 52 2-s2.0-79951913801 10.1243/09544089JPME336
15. Guo P., Wang X., Han Y., The enhanced genetic algorithms for the optimization design. Proceedings of the 3rd International Conference on BioMedical Engineering and Informatics (BMEI '10) October 2010 2990 2994 2-s2.0-78650643430 10.1109/BMEI.2010.5639829
16. Adewumi A. O., Ali M. M., A multi-level genetic algorithm for a multi-stage space allocation problem. Mathematical and Computer Modelling 2010 51 1-2 109 126 2-s2.0-70350618462 10.1016/j.mcm.2009.09.004 MR2571164 ZBL1190.90083
17. Arasomwan M. A., Adewumi A. O., An adaptive velocity particle swarm optimization for high-dimensional function optimization. Proceedings of the IEEE Congress on Evolutionary Computation (CEC '13) 2013 2352 2359
18. Chetty S., Adewumi A. O., Three new stochastic local search algorithms for continuous optimization problems. Computational Optimization and Applications 2013 56 3 675 721 10.1007/s10589-013-9566-3 MR3128754 ZBL06252371