... history match approach experimental design Introduction The Sabriyah field, located in the North of Kuwait, is a giant carbonate oil field with multiple stacked producible reservoirs, with the Mauddud being one of the main producing reservoirs (see Figure 1 ). It was discovered in 1957 and came...

... by the actual measurements. The process has the following steps: definition of global uncertainty, sensitivity analysis, exclusion of less influential parameters, experimental design, revision of uncertainty matrix, and run optimization algorithms. The approach was firstly implemented at a global level...

... field is, to generate multiple equally probable history matched realizations for subsequent proxy modeling and probabilistic forecasting. The uncertainty and optimization (U&O) modeling tools, including experimental designs, have made this possible and proven to be the most efficient way to speed up...

... Abstract Uncertainty analysis using experimental design and response surface techniques has been extensively used in the field of reservoir simulation. This study outlines an innovative workflow to generate multiple realizations of forward stratigraphic modelling of three Lower Cretaceous...

.... Experimental Design and proxy model techniques with associated algorithms, uncertainties, bias, and accuracy vs . simulation models have been discussed through numerous papers. These papers usually present discrete results such as Cumulative oil, STOIIP, or NPV though proxy allowing a simple and time saving...

... gravity drainage and periphery down dip water injection with imbibition. Several scenarios of DFN's and 43 uncertain reservoir parameters with probability distribution were considered. Experimental Design and Response Surface Methodology have been extensively applied to minimize the number of Reservoir...

... Abstract This paper presents a comparison between the increasingly popular experimental design method and the simpler and quicker Monte-Carlo probabilistic technique used to manage subsurface uncertainty, and provide estimates of hydrocarbons in place and ultimate recovery. The experimental...

... of the parameters on reservoir performance is non linear. Therefore, different approaches such as experimental design, response surface methodology and Monte Carlo simulation have been combined with reservoir modeling to simplify addressing the uncertainties. In this work, dynamic model of a fractured mature...

... under geological uncertainty. Tornado plots are used to identify the highest critical parameters among the list of uncertainties of the reservoir. Experimental Design, Proxy Model, and Monte Carlo simulation are then used to generate a density probabilistic distribution of cumulative production...