Efficient real-time reservoir management using adjoint-based optimal control and model updating

By Pallav Sarma, Louis J. Durlofsky, K. Aziz, Wen H. Chen. 2006

239 citations recorded by the source corpus.

Subfields: Mechanical Engineering, Ocean Engineering

View Paper: https://www.semanticscholar.org/paper/45d4c6058fe0c0c95c7591ccf7d268183d402d58

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In Mechanical Engineering

In Ocean Engineering

Citations in the corpus

Adjoint formulation and constraint handling for gradient-based optimization of compositional reservoir flow (2014, background): “, [8, 9, 22, 30, 33]) and for production optimization.”
A New Differentiable Parameterization Based on Principal Component Analysis for the Low-Dimensional Representation of Complex Geological Models (2014, methodology): “PCA, also referred to in this context as Karhunen–Loève (K–L) expansion, has been used successfully by many authors for history matching oil reservoirs characterized by multi-Gaussian fields (Gavalas et al. 1976; Oliver 1996; Reynolds et al. 1996; Sarma et al. 2006).”
Use of reduced-order models in well control optimization (2017, methodology): “More recently, these techniques have been incorporated by, e.g., Brouwer and Jansen (2004), Sarma et al. (2008, 2006), van Essen et al. (2011), Kourounis et al. (2014).”
Joint optimization of oil well placement and controls (2012, unknown): “Adjoint-based gradient estimations have recently been implemented for optimization problems in the petroleum industry [6, 35].”
Reduced-order optimal control of water flooding using proper orthogonal decomposition (2006, methodology): “To test the methodology, we used a two-dimensional model with 2025 (45 � 45) grid blocks, which is the same model as used in [3,11,15, 16 ].”
A New Data-Space Inversion Procedure for Efficient Uncertainty Quantification in Subsurface Flow Problems (2017, methodology): “The application of PCA to reparameterize reservoir model parameters has been discussed by many authors; see, e.g., Oliver (1996), Reynolds et al. (1996), Sarma et al. (2006) and Vo and Durlofsky (2014).”