Artificial intelligent in upstream oil and gas industry: a review of applications, challenges and perspectives
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Date
2022-01-24
Journal Title
Journal ISSN
Volume Title
Publisher
University of Eloued جامعة الوادي
Abstract
In the last two decades, oil and gas (O&G) industries are facing several
challenges and issues in different levels; from the decrease in commodity
prices to the dynamic and unexpected environment. There has been a constant
urge to maximize benefits and attain values from limited resources. Traditional
empirical and numerical simulation techniques have failed to provide comprehensive
optimized solutions in little time due to the Immense amount of data
generated on daily basis with various formats, techniques and process. The
proper technical analysis of this “explosion of data” is to be carried out to improve
performance of O&G industries.
Artificial intelligence (AI) has found extensive usage in simplifying complex
decision-making procedures in practically every competitive market field, and
O&G industry is not an exception. This paper provides a comprehensive stateof-
art review in the field of machine learning and artificial intelligence to solve
O&G industry problems. We focus on the upstream segment as the most capital-
intensive part of oil and gas and the segment of enormous uncertainties to
tackle. Based on a summary of various researchers work on machine learning
and AI applications, we outline the most recent trends in developing AI-based
tools and identify their effects on accelerating the process in the industry. This
paper discusses also the main challenges related to non-technical factors that
prevent the intensive application of AI in the upstream O&G industry.
Description
Forum Intervention of Artificial Intelligence and Its Applications. Faculty of Exat science. University of Eloued
Keywords
Artificial Intelligence, Oil and gas industry, Upstream
Citation
Kenioua, Abdelhamid. Touati Brahim, Ammar . Kenioua, Laid. Artificial intelligent in upstream oil and gas industry: a review of applications, challenges and perspectives. Forum of Artificial Intelligence and Its Applications. 24-26 Jan 2022. Faculty of Exat science. University of Eloued. [visited in ../../….]. available from [copy the link here]