Smart well production optimization using an ensemble-based method

Society of Petroleum Engineers - SPE Saudi Arabia Section Technical Symposium 2009

Volumn , Issue , 2009, Pages

  Su, Ho Jeen ^a  

^a SAUDI ARAMCO   (Saudi Arabia)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION THEORY; COVARIANCE MATRIX; HORIZONTAL WELLS;

ASSISTED HISTORY MATCHING; ENSEMBLE KALMAN FILTER; ENSEMBLE-BASED METHOD; GEOLOGICAL HETEROGENEITIES; MAXIMUM A POSTERIORI ESTIMATES; PARALLEL-COMPUTING ENVIRONMENT; RESERVOIR PARAMETERS; TRIAL-AND-ERROR APPROACH;

MONTE CARLO METHODS;

EID: 84857292107     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Box, G.E.P and Muller, M.E. 1958. A note on the generation of random normal deviates, Annals Math. Stat, V. 29, pp.610-611.
2. Brouwer, D.R. and Jansen, J.-D. 2004. Dynamic Optimization of Water Flooding With Smart Wells Using Optimal Control Theory. SPEJ 9 (4): 391-402. SPE-78278-PA. DOI: 10.2118/78278-PA.
3. Chen, Y, Oliver, D. S., and Zhang, D. 2008. Efficient Ensemble-Based Closed-Loop Production Optimization. Paper SPE 112873 presented at the SPE/DOE Symposium on Improved Oil Recovery, Tulsa, Oklahoma, 20-23 April.
4. Dogru, A.H., Sunaidi, H.A., Fung, L.S., Habiballah, W.A., Al-Zamel, N., and Li, K.G. 2002. A Parallel Reservoir Simulator for Large-Scale Reservoir Simulation. SPEREE 5 (1): 11-23. SPE-75805-PA. DOI: 10.2118/75805-PA.
5. Handels, M., Zandvliet, M.J., Brouwer, D.R., and Jansen, J.D. 2007. Adjoint-Based Well-Placement Optimization Under Production Constraints. Paper SPE 105797 presented at the SPE Reservoir Simulation Symposium, Houston, 26-28 February. DOI: 10.2118/105797-MS.
6. Lorentzen, R.J., Berg, A.M., Nævdal, G., and Vefring, E.H. 2006. A New Approach for Dynamic Optimization of Waterflooding Problems. Paper SPE 99690 presented at the Intelligent Energy Conference and Exhibition, Amsterdam, 11-13 April. DOI: 10.2118/99690-MS.
7. Li, R., A. C. Reynolds, and D. S. Oliver, History matching of three phase flow production data, SPE Journal, 8(4), 328-340, 2003.
8. Sarma, P., Aziz, K., and Durlofsky, L.J. 2005. Implementation of Adjoint Solution for Optimal Control of Smart Wells. Paper SPE 92864 presented at the SPE Reservoir Simulation Symposium, The Woodlands, Texas, USA, 31 January-2 February. DOI: 10.2118/92864- MS.
9. Su, H. and Dogru, A. H. 2009. Modeling of Equalizer Production System and Smart-Well Applications in Full-Field Studies. SPEREE. SPE- 111288-PA.
10. Yeten, B., Durlofsky, L.J., and Aziz, K. 2003. Optimization of Nonconventional Well Type, Location, and Trajectory. SPEJ 8 (3): 200-210. SPE-86880-PA. DOI: 10.2118/86880-PA.