Generalized Predictive Control applied to intelligent production of an oil well

作者: Yang Qing , David Davies

DOI: 10.1109/ICIEA.2011.5975927

关键词: Oil wellNoise (signal processing)Model predictive controlProduction (economics)Control valvesEngineeringRobustness (computer science)Control theoryControl engineeringInflowOutlier

摘要: The implementation of intelligent well technology into the petroleum production industry provides, for first time, opportunity to apply advanced control algorithms at or reservoir zone level. An “Intelligent” “Smart” is a equipped with multiple, downhole chokes Inflow Control Valves (ICVs) as downhole, real-time, data measurements of, example, pressure, temperature and flow rate specific point within well. This paper applies Generalized Predictive (GPC) ICVs automatic regulation pressure specified value system. A multi-zone, horizontal, case study shows that GPC works efficiently. robustness technique was illustrated when noise and/or outliers were introduced output data.

参考文章(9)
Chang Hong Gao, Raj Thanabalasingam Rajeswaran, Edson Yoshihito Nakagawa, A Literature Review on Smart Well Technology Production and Operations Symposium. ,(2007) , 10.2118/106011-MS
D.W. Clarke, C. Mohtadi, P.S. Tuffs, Generalized predictive control—Part I. The basic algorithm Automatica. ,vol. 23, pp. 137- 148 ,(1987) , 10.1016/0005-1098(87)90087-2
Michael Nikolaou, A. Stan Cullick, Luigi Alfonso Saputelli, Production Optimization: A Moving-Horizon Approach Intelligent Energy Conference and Exhibition. ,(2006) , 10.2118/99358-MS
Walter S. Going, Brian Thigpen, Peter Chok, Adam Baker Anderson, Guy Vachon, Intelligent Well Technology: Are we ready for Closed Loop Control? Intelligent Energy Conference and Exhibition. ,(2006) , 10.2118/99834-MS
L.A. Saputelli, S. Mochizuki, L. Hutchins, R. Cramer, M.B. Anderson, J.B. Mueller, A. Escorcia, A.L. Harms, C.D. Sisk, S. Pennebaker, J.T. Han, A. Brown, C.S. Kabir, R.D. Reese, G.J. Nunez, K.M. Landgren, C.J. McKie, C. Airlie, Promoting Real-Time Optimization of Hydrocarbon Producing Systems SPE Offshore Europe Oil and Gas Exhibition and Conference. ,(2003) , 10.2118/83978-MS
Patrick Meum, Petter Tøndel, John-Morten Godhavn, Ole Morten Aamo, Optimization of Smart Well Production through Nonlinear Model Predictive Control Intelligent Energy Conference and Exhibition. ,(2008) , 10.2118/112100-MS
Luigi Saputelli, Michael Nikolaou, Michael J. Economides, Self-Learning Reservoir Management Spe Reservoir Evaluation & Engineering. ,vol. 8, pp. 534- 547 ,(2005) , 10.2118/84064-PA