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This document discusses using approximate dynamic programming to optimize petroleum reservoir management by developing adaptive production control policies. It presents three case studies: 1) general primary production optimization with complex cost functions and constraints, 2) waterflooding optimization accounting for fluid properties, and 3) comparison of the ADP method to a gradient-based optimization method on a more complex reservoir model. Basis functions in the ADP approach include global variables

Author

Deepak Chandran

Language

EN