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Keywords: prediction
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Proceedings Papers
Rock Typing and Characterization of Carbonate Reservoirs: A Case Study from South East Kuwait
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163294-MS
... models. The reservoir rocks that correspond to a particular rock type should have similar rock fabric, pore types and pore throat size distribution. The study integrated multi-scale data types to develop a robust and predictable rock type scheme. This consists of detailed sedimentological description...
Proceedings Papers
Heavy Oil Viscosity and Density Prediction at Normal and Elevated Temperatures
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163342-MS
... measurement becomes progressively less accurate and more difficult to obtain. According to the literature survey, most published correlations that are used to predict density and viscosity of heavy crude oil are limited to certain temperatures, API values, and viscosity ranges. The objective of present work...
Proceedings Papers
An Integrated Approach to Designing an Offshore Heavy Oil Well Test - North Sea Example
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163363-MS
... accentuation of potential issues, properly planning for mitigation actions and predicting the entire flow test sequence. Finally the study underlines some important guidelines pertaining to planning for further appraisal and development of new heavy oil fields. drillstem/well testing pump frequency...
Proceedings Papers
Delivering Optimal Brownfield Development Strategies: Use of Multi-Constrained Optimisation Combined with Fast Semi-Analytical and Numerical Simulators
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163337-MS
...-analytical and numerical simulators. The multi-constrained optimiser is used in conjunction with different semi-analytical and simulation tools (streamlines, traditional simulators, and new high-powered simulation tools able to manage huge, multi-million-cell-field models) and rapidly predicts optimal well...
Proceedings Papers
Implementing Artificial Neural Networks and Support Vector Machines in Stuck Pipe Prediction
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163370-MS
... Abstract Stuck pipe has been recognized as one of the most challenging and costly problems in the oil and gas industry. However, this problem can be treated proactively by predicting it before it occurs. The purpose of this study is to implement the two most powerful machine learning methods...