... Abstract This paper proposes a deep learning-based framework for proxy flow modeling to predict gridded dynamic petroleum reservoir properties (like pressure and saturation) and production rates for wells in a single framework. It approximates the solution of a full physics-based numerical...

... horizontal well performance prediction. In this paper, we will extend EDFM to study the well production performance when considering Pre-Darcy flow. Firstly, the two phases flow model is established. The conservation equations are derived for different media, i.e., fracture and matrix. For the flow...

... the network explicitly rather than idealize them as a dual-porosity medium. In the model transient response is obtained from coupling a reservoir flow model and a fracture network flow model dynamically. Source functions in real domain and superposition principle are adopted to model the flow process...

... specific models. Firstly, a steady-state, three-phase, non-isothermal flow model in advanced horizontal completions was implemented to run fluid specific simulations, thereby calculating field specific flow conditions. This is useful in situations when fluid specific temperature calculations are important...

... entry and the water rate is a result of the calculations that are very dependent on slippage velocities derived from various flow models. Emeraude from "Kappa Engineering" (Kappa from now on) allows the use of any one of ten different models to derive the slippage from. The problem...

... the risk of hole stability problems and thereby reduce cost associated with non-productive time. sensor node flow model artificial intelligence influx rate sensor reservoir international research institute stavanger evaluation annular pressure drilling real time system kalman filter...

... logging mechanistic model equation transition production monitoring gas velocity production control taylor bubble experimental data gas fraction theoretical investigation investigation upstream oil & gas prediction flow model pressure drop slug upward two-phase flow annular flow...