![]() The engineer (or geo-scientist) varies the parameters through sensitivity runs. First, at least one if not many reservoir models are constructed, each requiring model parameters. There are several basic elements to reservoir modeling that most (of not all) workflows have in common. We examine history matching in terms of a general reservoir modeling workflow, shown schematically in the figure below. History matching should assist in creating the model of uncertainty, which is subsequently used for decision making. The assessment of uncertainty is always subjective. ![]() For proper decision making, the uncertainty of the outcome must be assessed. History matching should be considered in the general context of uncertainty quantification, of which history matching is only a part.
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