首页|'Apparatus And Method For Fracking Optimization' in Patent Application Approval Process (USPTO 20240183258)
'Apparatus And Method For Fracking Optimization' in Patent Application Approval Process (USPTO 20240183258)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-A patent application by the inventor Cook, David (Lakeway, TX, US), filed on February 8, 2024, was made available onli ne on June 6, 2024, according to news reporting originating from Washington, D.C ., by NewsRx correspondents. This patent application has not been assigned to a company or institution. The following quote was obtained by the news editors from the background informa tion supplied by the inventors: "There are significant differences in natural re source production after large-scale fracking of horizontal wells due to a plural ity of reservoir properties. Fracking optimization is very important for low per meability reservoir stimulation and development in natural resource extraction. A solution for optimizing fracking process for maximizing natural resource produ ction is needed. Existing solutions are not satisfactory." In addition to the background information obtained for this patent application, NewsRx journalists also obtained the inventor's summary information for this pat ent application: "In an aspect, an apparatus for fracking optimization, wherein the apparatus includes at least a processor, and a memory communicatively connec ted to the at least a processor, the memory containing instructions configuring the at least a processor to receive a reservoir datum from at least a sensing de vice, generate a production training data include a plurality of reservoir datum s as input correlated to a plurality of optimal production parameters as output, train a fracking optimization machine-learning model using the production train ing data, determine an optimal production parameter as a function of the frackin g optimization machine-learning model, and generate an optimal production plan a s a function of the optimal production parameter.
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