.... The information herein does not necessarily reflect any position of URTeC. Any reproduction, distribution, or storage of any part of this paper by anyone other than the author without the written consent of URTeC is prohibited. Abstract Data analytics methods (data mining and artificial intelligence) have been...

... of the geomechanical behavior of the reservoir. Our integrated workflow demonstrated that data analytics expedites the process of calibration and improves predictions. machine learning hydraulic fracturing Artificial Intelligence data mining reservoir simulation modeling data analytic field development...

... transportation and disposal costs. Ettehadtavakkol & Jamali (2017) proposed a predictive data-analytics workflow and illustrated its application it to four counties in Pennsylvania. The workflow comprised of developing a county-wide gas-wastewater correlation from historical production data and using...

... Directional Drilling inflow performance recovery determination Niobrara formation tvd risk management trajectory design data analytic peripheral dj feature importance gradient regression model highest coefficient fluid intensity core wattenberg Abstract The successful development...

... Abstract It is better to know what you don't know than not know anything at all. For operators, this means using data analytics to understand shortcomings and successes in their own operations as well as competitors. Unfortunately, public data sources aren't always maintained to the same...

... Abstract This paper provides an overview of data analytics concepts and applications in the context of production data analysis for unconventional reservoirs. Topics discussed under key concepts in data analytics include: predictive modeling methods, handling missing variables, model...

... Summary Water recycling and disposal facility requirements for the Marcellus natural gas trend are discussed using data analytic methods. Data analytic methods aim to handle dataset diversity and scale, and apply computational requirements for estimating future fluids production...