... for the reasons listed. 24 2 2016 19 10 2016 2 10 2016 8 12 2016 17 5 2016 12 1 2017 Copyright 2017, Society of Petroleum Engineers supply and demand pricing Energy Economics Artificial Intelligence supply and demand forecasting bcfe Upstream Oil & Gas machine...

... in permanent changes to oil-and-gas business structures. Energy Economics shale gas Upstream Oil & Gas Engineering Efficiency Capital Efficiency producer operational excellence work flow SPE economics Drilling oil and gas complex reservoir well count Artificial Intelligence...

... 2015 , http://www.woodmac.com/analysis/haynesville-gas-economics (accessed June 2015). BP . 2014 . BP Energy Outlook 2035. Industry Report, http://www.bp.com/en/global/corporate/energy-economics/energy-outlook-2035.html . (A-5) S ( t ) = ∑ s = 1 t f s ( t...

... the Monte Carlo trials. Fig. 2 Wild River mean EUR distribution for 45 wells. Wikipedia ( 2015 ) provides a brief understanding of the nature and use of Monte Carlo techniques: Energy Economics expert system Upstream Oil & Gas mean eur flow in porous media unconventional resource...

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... historical production data with projected production by use of the adjusted REI formula (Ikonnikova et al. in review). 24 1 2013 8 5 2013 5 5 2013 9 7 2013 21 8 2013 Copyright 2013, Society of Petroleum Engineers Reservoir Surveillance complex reservoir Energy...

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... decades, as do SCs. 12 11 2011 1 6 2012 22 3 2012 5 7 2012 31 10 2011 13 7 2012 Copyright 2012, Society of Petroleum Engineers machine learning Upstream Oil & Gas market analysis real price Energy Economics Artificial Intelligence crude-oil price sc...

... quantity Energy Economics SPE economics unconventional resource economics classification unconventional resource information characteristic porosity Utica Shale commerciality PRM saturation april 2012 contingent resource accumulation aguilera hydrocarbon In March 2007, SPE, WPC...

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... this can be achieved. 3 12 2010 15 9 2011 2 8 2011 14 11 2011 18 10 2010 14 11 2011 Copyright 2011, Society of Petroleum Engineers Energy Economics risk management fluctuation market analysis asset and portfolio management gas trader supply and demand...