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METHOD FOR HISTORY MATCHING AND UNCERTAINTY QUANTIFICATION ASSISTED BY GLOBAL OPTIMIZATION TECHNIQUES UTILIZING PROXIES
METHOD FOR HISTORY MATCHING AND UNCERTAINTY QUANTIFICATION ASSISTED BY GLOBAL OPTIMIZATION TECHNIQUES UTILIZING PROXIES
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机译:全局优化技术利用代理进行历史匹配和不确定性量化的方法
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摘要
A method for forecasting production from a hydrocarbon producing reservoir, the method includes defining an objective function and characteristics of a history-matched model of a reservoir and acceptable error E. At least one geological realization of the reservoir is created representing a probable geological setting. For each geological realization, a global optimization technique is used to perform history matching in a series of iterative steps to obtain acceptable models. Production of the reservoir is forecasted based upon simulation runs of the respective models.
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