A machine learning approach to optimize shale gas supply chain networks

[1]  Geoffrey E. Hinton,et al.  Visualizing Data using t-SNE , 2008 .

[2]  Chi U. Ikoku,et al.  Natural Gas Production Engineering , 1984 .

[3]  Cengiz Kahraman,et al.  A decision support system for demand forecasting with artificial neural networks and neuro-fuzzy models: A comparative analysis , 2009, Expert Syst. Appl..

[4]  Timothy V. Bartholomew,et al.  Multiobjective Optimization Model for Minimizing Cost and Environmental Impact in Shale Gas Water and Wastewater Management , 2016 .

[5]  M. J. King,et al.  Rapid Refracturing Candidate Selection in Shale Reservoirs Using Drainage Volume and Instantaneous Recovery Ratio , 2016 .

[6]  Ignacio E. Grossmann,et al.  Strategic planning, design, and development of the shale gas supply chain network , 2014 .

[7]  J. Hart,et al.  Bayesian Probabilistic Decline Curve Analysis Quantifies Shale Gas Reserves Uncertainty , 2011 .

[8]  J. Abad,et al.  Impact of Shale Gas Development on Regional Water Quality , 2013, Science.

[9]  Omar J. Guerra,et al.  An optimization framework for the integration of water management and shale gas supply chain design , 2016, Comput. Chem. Eng..

[10]  Jose A. Romagnoli,et al.  The Application of Compositional Modelling to the Integration of Realistic Re-stimulation Strategies and Unconventional Shale Gas Supply Chain Optimization , 2017 .

[11]  Jimmy Ba,et al.  Adam: A Method for Stochastic Optimization , 2014, ICLR.

[12]  William E. Hefley.  Economics of unconventional shale gas development : case studies and impacts , 2015 .

[13]  Trent Jacobs.  Changing the Equation: Refracturing Shale Oil Wells , 2015 .

[14]  Ignacio E. Grossmann,et al.  Investment optimization model for freshwater acquisition and wastewater handling in shale gas production , 2015 .

[15]  Sheridan Titman,et al.  A Primer on the Economics of Shale Gas Production Just How Cheap is Shale Gas? , 2013 .

[16]  M. C. Fehler,et al.  Hydraulic Fracturing of Jointed Formations , 1986 .

[17]  Adisa Azapagic,et al.  Shale Gas: A Review of the Economic, Environmental, and Social Sustainability , 2016 .