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Keywords: classification technique
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Proceedings Papers
Event Recognition on Time Series Frac Data using Machine Learning – Part II
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Liquids-Rich Basins Conference - North America, November 7–8, 2019
Paper Number: SPE-197093-MS
... to predict the ISIP. Once the data is isolated, a filter is used to extract the portion of the data to be used. A second machine learning algorithm, linear regression, is then applied to the portion of extracted data to predict the ISIP value when the slurry rate is equal to zero. Classification techniques...