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Modelling and Simulation in Engineering
Volume 2012, Article ID 516807, 16 pages
http://dx.doi.org/10.1155/2012/516807
Review Article

A Survey of Methods for Gas-Lift Optimization

Uncertainty, Risk & Optimization, Schlumberger-Doll Research, Cambridge, MA 02139, USA

Received 5 April 2012; Accepted 7 June 2012

Academic Editor: Azah Mohamed

Copyright © 2012 Kashif Rashid et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. K. Brown, “Overview of artificial lift systems,” SPE Journal of Petroleum Technology, vol. 34, no. 10, pp. 2384–2396, 1982. View at Google Scholar
  2. N. Nishikiori, R. A. Redner, D. R. Doty, and Z. Schmidt, “Improved method for gas lift allocation optimization,” in Proceedings of the SPE Annual Technical Conference & Exhibition (ATCE '89), pp. 105–118, San Antonio, Tex, USA, October 1989. View at Scopus
  3. J. C. Mantecon, “Gas-lift optimisation on Barrow Island, Western Australia,” in Proceedings of the SPE Asia Pacific Oil & Gas Conference, pp. 237–246, February 1993. View at Scopus
  4. H. Beggs, Production Optimization Using Nodal Analysis, Oil & Gas Consultants, 2nd edition, 2008.
  5. Schlumberger Information Solutions, PipeSim Network Simulator, Schlumberger SIS, Abingdon, UK, 2007.
  6. Petroleum Experts, GAP Network Simulator, Petroleum Experts, Edinburgh, UK, 2002.
  7. A. Bahadori, S. Ayatollahi, and M. Moshfeghian, “Simulation and optimization of continuous gas lift system in aghajari oil field,” in Proceedings of the SPE Asia Pacific Improved Oil Recovery Conference, Kuala Lumpur, Malaysia, October 2001.
  8. D. Denney, “Simulation and optimization of continuous gas lift,” Journal of Petroleum Technology, vol. 54, no. 5, p. 60, 2002. View at Google Scholar · View at Scopus
  9. S. Ayatollahi, A. Bahadori, and A. Moshfeghian, “Method optimises Aghajari oil field gas lift,” Oil and Gas Journal, vol. 99, no. 21, pp. 47–49, 2001. View at Google Scholar · View at Scopus
  10. R. Vazquez-Roman and P. Palafox-Hernandez, “A new approach for continuous gas lift simulation and optimization,” in Proceedings of the SPE Annual Technical Conference & Exhibition (ATCE '05), Dallas, Tex, USA, October 2005.
  11. A. Bahadori and K. Zeidani, “Compositional model improves gas-lift optimization for Iranian oil field,” Oil and Gas Journal, vol. 104, no. 5, pp. 42–47, 2006. View at Google Scholar · View at Scopus
  12. A. Bahadori and K. Zeidani, “A new approach optimizes continuous gas lift system,” World Oil, vol. 227, no. 11, pp. 45–52, 2006. View at Google Scholar · View at Scopus
  13. K. Dutta-Roy and J. Kattapuram, “New approach to gas-lift allocation optimization,” in Proceedings of 67th Annual Western Regional Meeting, pp. 685–691, Long Beach, Calif, USA, June 1997. View at Scopus
  14. T. Bergeron, A. Cooksey, and S. Reppel, “New automated continuous gas-lift system improves operational efficiency,” in Proceedings of the SPE Mid-Continent Operations Symposium, Oklahoma, Okla, USA, March 1999.
  15. W. Simmons, “Optimizing continuous flow gas lift wells—part1.,” Petroleum Engineer, vol. 45, no. 8, pp. 46–48, 1972. View at Google Scholar
  16. W. Simmons, “Optimizing continuous flow gas lift wells—part2,” Petroleum Engineer, vol. 44, no. 10, pp. 68–72, 1972. View at Google Scholar
  17. E. P. Kanu, J. Mach, and K. E. Brown, “Economic approach to oil production and gas allocation in continuous gas-lift,” Journal of Petroleum Technology, vol. 33, no. 10, pp. 1887–1892, 1981. View at Google Scholar · View at Scopus
  18. T. Mayhill, “Simplified method for gas-lift well problem identification and diagnosis,” in Proceedings of the SPE Fall AIME Meeting, Dallas, Tex, USA, October 1974.
  19. G. A. Alarcón, C. F. Torres, and L. E. Gómez, “Global optimization of gas allocation to a group of wells in artificial lift using nonlinear constrained programming,” Journal of Energy Resources Technology, Transactions of the ASME, vol. 124, no. 4, pp. 262–268, 2002. View at Publisher · View at Google Scholar · View at Scopus
  20. J. Redden, T. Sherman, and J. Blann, “Optimizing gas-lift systems,” in Proceedings of the SPE Fall AIME Meeting, pp. 1–13, Dallas, Tex, USA, October 1974.
  21. J. Clegg, “Discussion of economic approach to oil production and gas allocation in continuous gas lift,” SPE Journal of Petroleum Technology, pp. 310–302, 1982. View at Google Scholar
  22. E. P. Kanu, “Author’s reply to discussion of economic approach to oil production and gas allocation in continuous gas lift,” SPE Journal of Petroleum Technology, p. 519, 1982. View at Google Scholar
  23. R. Stoisits, P. Scherer, and S. Schmidt, “. Gas optimization at the kuparak river field,” in Proceedings of the SPE Annual Technical Conference & Exhibition (ATCE '94), pp. 35–42, New Orleans, La, USA, September 1994.
  24. J. L. Weiss, W. H. Masino, G. P. Starley, and J. D. Bolling, “Large-scale facility expansion evaluations at the Kuparuk river field,” in Proceedings SPE Regional Meeting, pp. 297–304, Bakersfield, Calif, USA, April 1990. View at Scopus
  25. F. Gutierrez, A. Hallquist, M. Shippen, and K. Rashid, “A new approach to gas lift optimization using an integrated asset model,” in SPE International Petroleum Technology Conference (IPTC '07), pp. 1371–1380, Dubai, UAE, December 2007. View at Scopus
  26. K. Rashid, “A method for gas lift optimization,” in Proceedings of the SIAM Annual Meeting, Boston, Mass, USA, May 2008.
  27. K. Rashid, “Optimal allocation procedure for gas-lift optimization,” Industrial and Engineering Chemistry Research, vol. 49, no. 5, pp. 2286–2294, 2010. View at Publisher · View at Google Scholar · View at Scopus
  28. Z. Schmidt, D. R. Doty, B. Agena, T. Liao, and K. E. Brown, “New developments to improve continuous-flow gas lift utilizing personal computers,” in Proceedings of the SPE Annual Technical Conference & Exhibition (ATCE '90), pp. 615–630, New Orleans, La, USA, September 1990. View at Scopus
  29. Y. Chia and S. Hussain, “Gas lift optimization efforts and challenges,” in Proceedings of the SPE Asia Improved Oil Recovery Conference, pp. 2–9, Kuala Lumpur, Malaysia, October 1999.
  30. Schlumberger Information Solutions, Eclipse Reference Manual, Schlumberger SIS, Abingdon, UK, 2006.
  31. T. A. Everitt, “Gas-lift optimization in a large, mature GOM field,” in Proceedings of the SPE Annual Technical Conference & Exhibition (ATCE '94), pp. 25–33, New Orleans, La, USA, September 1994. View at Scopus
  32. R. Edwards, D. L. Marshall, and K. C. Wade, “Gas-lift optimization and allocation model for manifolded subsea wells,” in Proceedings of the European Petroleum Conference (EUROPEC '90), pp. 535–545, The Hague, The Netherlands, October 1990. View at Scopus
  33. A. A. Ferrer and R. Maggiolo, “Use of a computerized model in the optimization of continuous gas-lift operations,” in Proceedings of the SPE Production Operations Symposium, pp. 87–96, April 1991. View at Scopus
  34. Schlumberger Information Solutions, ,GOAL Gas-Lift Optimizer, Schlumberger SIS, Abingdon, UK, 1998.
  35. R. F. Stoisits, E. C. Batesole, J. H. Champion, and D. H. Park, “Application of nonlinear adaptive modeling for rigorous representation of production facilities in reservoir simulation,” in Proceedings of the SPE Annual Technical Conference & Exhibition (ATCE '92), pp. 425–434, Washington, DC, USA, October 1992. View at Scopus
  36. O. Mayo, F. Blanco, and J. Alvarado, “Procedure optimizes lift gas allocation,” Oil & Gas Journal, vol. 97, no. 13, pp. 38–41, 1999. View at Google Scholar · View at Scopus
  37. P. Gill, W. Murray, and M. Wright, Practical Optimization, Academic Press, 12th edition, 2000.
  38. R. Fletcher, Practical Methods of Optimization, John Wiley & Sons, 2nd edition, 2000.
  39. K. K. Lo, Optimum Lift-Gas Allocations under Multiple Production Constraints, Society of Petroleum Engineers, 1992.
  40. W. Y. Fang and K. K. Lo, “A generalized well-management scheme for reservoir simulation,” SPE Reservoir Engineering, vol. 11, no. 2, pp. 116–120, 1996. View at Google Scholar · View at Scopus
  41. S. Handley-Schachler, C. McKie, and N. Quintero, “New mathematical techniques for the optimization of oil & gas production systems,” in Proceedings of the SPE European Petroleum Conference (EUROPEC '00), pp. 429–436, October 2000. View at Scopus
  42. R. Salazar-Mendoza, “New representative curves for gas lift optimization,” in Proceedings of the SPE 1st International Oil Conference, Cancun, Mexico, August 2006.
  43. S. Buitrago, E. Rodriguez, and D. Espin, “Global optimization techniques in gas allocation for continuous flow gas lift systems,” in Proceedings of the SPE Gas Technology Symposium, pp. 375–383, Calgary, Canada, May 1996. View at Scopus
  44. T. Ray and R. Sarker, “Multiobjective evolutionary approach to the solution of gas lift optimization problems,” in Proceedings of the IEEE Congress on Evolutionary Computation (CEC '06), pp. 3182–3188, British Columbia, Canada, July 2006. View at Scopus
  45. E. R. Martinez, W. J. Moreno, J. A. Moreno, and R. Maggiolo, “Application of genetic algorithm on the distribution of gas lift injection,” in Proceedings of the 3rd SPE Latin American and Caribbean Petroleum Engineering Conference, pp. 811–818, Buenos Aires, Argentina, April 1994. View at Scopus
  46. K. Deb, Multi-Objective Optimization Using Evolutionary Algorithms, John Wiley & Sons, 2001.
  47. K. Dutta-Roy, S. Barua, and A. Heiba, “Computer-aided gas field planning and optimization,” in Proceedings of the SPE Production Operations Symposium, pp. 511–515, Oklahoma, Okla, USA, March 1997. View at Scopus
  48. M. S. Nadar, T. S. Schneider, K. L. Jackson, C. J. N. McKie, and J. Hamid, “Implementation of a total-system production-optimization model in a complex gas lifted offshore operation,” SPE Production and Operations, vol. 23, no. 1, pp. 5–13, 2008. View at Google Scholar · View at Scopus
  49. M. Vazquez, A. Suarez, H. Aponte, L. Ocanto, and J. Fernandes, “Global optimization of oil production systems, a unified operational view,” in Proceedings of the SPE Annual Technical Conference & Exhibition (ATCE '01), New Orleans, La, USA, October 2001.
  50. R. Stoisits, D. MacAllister, M. McCormack, A. Lawal, and D. Ogbe, “Production optimization at the kuparak river field utilizing neural networks and genetic algorithms,” in Proceedings of the SPE Mid-Continent Operations Symposium, Oklahoma, Okla, USA, March 1999.
  51. S. Moitra, S. Chand, S. Barua, D. Adenusi, and V. Agrawal, “A field-wide integrated production model and asset management system for the mumbai high field,” in Proceedings of the SPE Offshore Technology Conference, Houston, Tex, USA, April 2007.
  52. K. Rashid, S. Demirel, and B. Couët, “Gas-lift optimization with choke control using a mixed-integer nonlinear formulation,” Industrial and Engineering Chemistry Research, vol. 50, no. 5, pp. 2971–2980, 2011. View at Publisher · View at Google Scholar · View at Scopus
  53. V. D. Kosmidis, J. D. Perkins, and E. N. Pistikopoulos, “Optimization of well oil rate allocations in petroleum fields,” Industrial and Engineering Chemistry Research, vol. 43, no. 14, pp. 3513–3527, 2004. View at Google Scholar · View at Scopus
  54. D. W. Peaceman, “Interpretation of well-block pressures in numerical reservoir simulation,” Society of Petroleum Engineers, vol. 18, no. 3, pp. 183–194, 1978. View at Google Scholar
  55. R. Sachdeva, Z. Schmidt, J. P. Brill, and R. M. Blais, “Two pahse flow through chokes,” in SPE Annual Technical Conference and Exhibition, Society of Petroleum Engineers, New Orleans, Louisiana, 5-8 October 1986.
  56. ILOG, ILOG CPLEX User's Manual, ILOG, 2002.
  57. E. Camponogara and P. H. R. Nakashima, “Solving a gas-lift optimization problem by dynamic programming,” European Journal of Operational Research, vol. 174, no. 2, pp. 1220–1246, 2006. View at Publisher · View at Google Scholar · View at Scopus
  58. V. D. Kosmidis, J. D. Perkins, and E. N. Pistikopoulos, “A mixed integer optimization formulation for the well scheduling problem on petroleum fields,” Computers and Chemical Engineering, vol. 29, no. 7, pp. 1523–1541, 2005. View at Publisher · View at Google Scholar · View at Scopus
  59. J. E. Davidson and B. Beckner, “Integrated optimization for rate allocation in reservoir simulation,” in SPE Reservoir Simulation Symposium, Houston, Tex, USA, February 2003.
  60. P. Wang, M. Litvak, and K. Aziz, “Optimization of production operations in petroleum fields.,” in Proceedings of the SPE Annual Technical Conference & Exhibition (ATCE '02), San Antonio, Tex, USA, September 2002.
  61. H. Fujii and R. Horne, “Multivariate optimization of networked production systems,” SPE Production & Facilities, vol. 10, no. 3, pp. 165–171, 1995. View at Google Scholar · View at Scopus
  62. W. Press, S. Teukolsky, W. Vetterling, and B. Flannery, Numerical Recipes in C++, Cambridge University Press, Cambridge, UK, 3rd edition, 2002.
  63. J. Carroll and R. Horne, “Multivariate optimization of production systems,” SPE Journal of Petroleum Technology, vol. 44, no. 7, pp. 782–789, 1992. View at Publisher · View at Google Scholar
  64. M. R. Palke and R. N. Horne, “Nonlinear optimization of well production considering gas lift and phase behavior,” in Proceedings of the SPE Production Operations Symposium, pp. 341–356, Oklahoma, Okla, USA, March 1997. View at Scopus
  65. G. G. Hepguler, K. Dutta-Roy, and W. A. Bard, “Integration of a field surface and production network with a reservoir simulator,” SPE Computer Applications, vol. 12, no. 4, pp. 88–92, 1997. View at Google Scholar
  66. A. Kosmala, S. I. Aanonsen, A. Gajraj et al., “Coupling of a surface network with reservoir simulation,” in Proceedings of the SPE Annual Technical Conference & Exhibition (ATCE '03), pp. 1477–1487, Denver, Colo, USA, October 2003. View at Scopus
  67. P. Wang and M. Litvak, “Gas lift optimization for long-term reservoir simulations,” SPE Reservoir Evaluation and Engineering, vol. 11, no. 1, pp. 147–153, 2008. View at Google Scholar · View at Scopus
  68. Schlumberger Information Solutions, Avocet-IAM Integrated Asset Modeller, Schlumberger SIS, Calgary, Canada, 2007.
  69. O. Mora, R. A. Startzman, and L. Saputelli, “Maximizing net present value in mature gas-lift fields,” in Proceedings of the SPE Hydrocarbon Economics and Evaluation Symposium: Hydrocarbon Development—A Global Challenge, pp. 123–131, Dallas, Tex, USA, April 2005. View at Scopus
  70. Landmark Graphics Corporation, VIP Simulator, Landmark Graphics Corporation, 2003.
  71. H. P. Bieker, O. Slupphaug, and T. A. Johansen, “Real-time production optimization of oil and gas production systems: a technology survey,” SPE Production and Operations, vol. 22, no. 4, pp. 382–391, 2007. View at Google Scholar · View at Scopus
  72. B. Couët, H. Djikpesse, D. Wilkinson, and T. Tonkin, “Production enhancement through integrated asset modeling optimization,” in SPE Production and Operations Conference and Exhibition (POCE '10), pp. 375–384, Tunis, Tunisia, June 2010. View at Scopus
  73. K. Rashid, S. Ambani, and E. Cetinkaya, “An adaptive multiquadric radial basis function method for expensive black-box mixed-integer nonlinear constrained optimization,” Engineering Optimization. In press. View at Publisher · View at Google Scholar