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RESERVOIR SIMULATION SYSTEMS AND METHODS TO DYNAMICALLY IMPROVE PERFORMANCE OF RESERVOIR SIMULATIONS
RESERVOIR SIMULATION SYSTEMS AND METHODS TO DYNAMICALLY IMPROVE PERFORMANCE OF RESERVOIR SIMULATIONS
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机译:动态提高储层模拟性能的储层模拟系统和方法
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摘要
The disclosed embodiments include reservoir simulation systems and methods to dynamically improve performance of reservoir simulations. The method includes obtaining input variables for generating a reservoir simulation of a reservoir, and generating the reservoir simulation based on the input variables. The method also includes determining a variance of computation time for processing the reservoir simulation. In response to a determination that the variance of computation time is less than or equal to a threshold, the method includes performing a first sequence of Bayesian Optimizations of at least one of internal and external parameters that control the reservoir simulation to improve performance of the reservoir simulation. In response to a determination that the variance of computation time is greater than the threshold, the method includes performing a second sequence of Bayesian Optimizations of at least one of the internal and external parameters.
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