A workflow for efficient initialization of local-search iterative methods for waterflooding optimization

Society of Petroleum Engineers - International Petroleum Technology Conference 2009, IPTC 2009

Volumn 5, Issue , 2009, Pages 3250-3261

  Asadollahi, Masoud ^a   Naevdal, Geir ^b   Markovinovic, Renato ^b   Shafieirad, Ali ^b  

^a NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

^b IRIS   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

GASOLINE; LOCAL SEARCH (OPTIMIZATION); QUADRATIC PROGRAMMING;

OPTIMIZATION ALGORITHMS; OPTIMIZATION PROBLEMS; OPTIMIZATION VARIABLES; RESERVOIR ENGINEERING; RESERVOIR SIMULATION; RESERVOIR SIMULATOR; SEQUENTIAL QUADRATIC PROGRAMMING; WATERFLOODING OPTIMIZATIONS;

ITERATIVE METHODS;

EID: 77952338285     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2523/iptc-13994-ms     Document Type: Conference Paper

References (21)

1. Peters, E., Arts, R.J., Brouwer, G.K. and Geel, C.R.: "Results of Brugge Benchmark Study for Flooding Optimization and History Matching", SPE 119094, SPE Reservoir Simulation Symposium, Woodland, Texas, 2-4 February 2009.
2. Yeten, B., Durlofsky, L.J. and Aziz, K.: "Optimization of Nonconventional Well Type, Location, and Trajectory", SPEJ, Vol. 8, No. 3, pp. 200-210, 2003.
3. Brouwer, D.R. and Jansen, J.D.: "Dynamic Optimization of Waterflooding with Smart Wells Using Optimal Control Theory", SPEJ, Vol. 9, No. 4, pp. 391-402, 2004.
4. Sarma, P., Aziz, K. and Durlofsky, L.J.: "Implementation of Adjoint Solution for Optimal Control of Smart Wells", SPE 92864, SPE Reservoir Simulation Symposium, The Woodlands, Texas, 31 January-2 February 2005.
5. Lorentzen, R.J., Berg, A.M., Naevdal, G. and Vefring, E.H.: "A New Approach for Dynamic Optimization of Waterflooding Problems", SPE 99690, SPE Intelligent Energy Conference and Exhibition, Amsterdam, The Netherlands, 2006.
6. Wang, C., Li, G. and Reynolds, A.C.: "Production Optimization in Closed Loop Reservoir Management", SPE 109805, SPE Annual Technical Conference and Exhibition, Anaheim, California, 11-14 November 2007.
7. Chen, Y., Oliver, D.S. and Zhang, D.: "Efficient Ensemble-Based Closed-Loop Production Optimization", SPE 112873, SPE/DOE Improved Oil Recovery Symposium, Tulsa, Oklahoma, 19-23 April 2008.
8. Sarma, P., Chen, W., Durlufsky, L. and Aziz, K.: "Production Optimization with Adjoint Models under Non-linear Control-State Path Inequality Constraints", SPE Reservoir Engineering and Evaluation Journal, Vol. 11, No. 2, pp. 326-339, 2008.
9. Sarma, P. and Chen, W.H.: "Applications of Optimal Control Theory for Efficient Production Optimization of Realistic Reservoirs", IPTC 12480, International Petroleum Technology Conference, Kuala Lumpur, Malaysia, 3-5 December 2008.
10. Hooke, R. and Jeeves, T.A.: "Direct Search Solution of Numerical and Statistical Problems", J. of the ACM, Vol. 8, No. 2, pp. 212-229, 1961.
11. Neider, J. and Mead, R.: "A Simplex Method for Function Minimization", Computer Journal, Vol. 7, pp. 308-313, 1965.
12. Asheim, H.: "Maximization of Water Sweep Efficiency by Controlling Production and Injection Rates", SPE 18365, European Petroleum Conference, London, United Kingdom, 16-19 October 1988.
13. th European IOR Symposium, Stavanger, Norway, 21-23 May 1991.
14. Asadollahi, M. and Naevdal, G.: "Waterflooding Optimization Using Gradient Based Methods", SPE 125331, SPE/EAGE Reservoir Characterization and Simulation Conference, Abu Dhabi, 19-21 October 2009.
15. Lorentzen, R.J., Shafieirad, A. and Naevdal, G.: "Closed Loop Reservoir Management Using the Ensemble Kaiman Filter and Sequential Quadratic Programming", SPE 119101, SPE Reservoir Simulation Symposium, The woodlands, Texas, 2-4 February 2009.
16. Chen, Y. and Oliver, D.S.: "Ensemble-Based Closed-Loop Optimization Applied to Brugge Field", SPE 118926, SPE Reservoir Simulation Symposium, The woodlands, Texas, 2-4 February 2009.
17. Nocedal, J. and Wright, S.J.: "Numerical Optimization", Second Edition, Springer press, 2006.
18. Pipe-It, 2009, Petro Streamz, http://www.petrostreamz.com/en/ petrostreamz-project-manager.aspx.
19. Matlab, 2009, The Math Works, http://www.mathworks.com.
20. C. T. Kelley, 1998, http://www4.ncsu.edu/~ctk/darts/hooke.m.
21. Eclipse, 2009, Schlumberger, http://www.slb.com/content/services/ software/reseng/eclipse2009.asp.