Application of machine learning and artificial intelligence in oil and gas industry

Identifying Applications of Machine Learning and Data Analytics Based Approaches for Optimization of Upstream Petroleum Operations

(2020) Rakesh Kumar Pandey et al.   Energy Technology

Machine learning in oil and gas; a SWOT analysis approach

(2019) Yasin Hajizadeh   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Fast evaluation of well placements in heterogeneous reservoir models using machine learning

(2018) Azor Nwachukwu et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Offshore power generation with carbon capture and storage to decarbonise mainland electricity and offshore oil and gas installations: A techno-economic analysis

(2018) S. Roussanaly et al.   APPLIED ENERGY

Ensemble machine learning: An untapped modeling paradigm for petroleum reservoir characterization

(2017) Fatai Adesina Anifowose et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Thermodynamic modeling of equilibrium conditions of CH4/CO2/N2 clathrate hydrate in presence of aqueous solution of sodium chloride inhibitor

(2017) Rakesh Kumar Pandey et al.   PETROLEUM SCIENCE AND TECHNOLOGY

Forecasting volatility of oil price using an artificial neural network-GARCH model

(2016) Werner Kristjanpoller et al.   EXPERT SYSTEMS WITH APPLICATIONS

Full field reservoir modeling of shale assets using advanced data-driven analytics

(2016) Soodabeh Esmaili et al.   Geoscience Frontiers

A Novel Preprocessing Scheme to Improve the Prediction of Sand Fraction From Seismic Attributes Using Neural Networks

(2015) Soumi Chaki et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Risk analysis of deepwater drilling operations using Bayesian network

(2015) Jyoti Bhandari et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Sustainability Assessment of the Natural Gas Industry in China Using Principal Component Analysis

(2015) Xiucheng Dong et al.   Sustainability

Application of artificial neural networks in a history matching process

(2014) Luís Augusto Nagasaki Costa et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Production Modeling in the Oil and Natural Gas Industry: An Application of Trend Analysis

(2014) G. Aydin   PETROLEUM SCIENCE AND TECHNOLOGY

Assessing pipe failure rate and mechanical reliability of water distribution networks using data-driven modeling

(2008) M. Tabesh et al.   JOURNAL OF HYDROINFORMATICS