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Keywords: Artificial Intelligence
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Proceedings Papers
Unconventional Risk and Uncertainty: Show Me What Success Looks Like
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179996-MS
... learning Project economics estimates of resource in place resource in place estimate variance threshold well distribution Artificial Intelligence Bayesian Inference risk tolerance probability development failure Upstream Oil & Gas well population Bayesian method development outcome type...
Proceedings Papers
Uncertainty in Proved Reserves Estimates by Decline Curve Analysis
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179992-MS
... of the spread and a field application. The study covers all decline models (exponential, hyperbolic and harmonic models) and both cases where the decline exponent is known and unknown. production control machine learning production monitoring reserves replacement Upstream Oil & Gas Artificial...
Proceedings Papers
What Factors Control Shale Gas Production Decline Trend: A Comprehensive Analysis and Investigation
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179967-MS
... recovery. This article also reveals that some commonly hold beliefs may sound reasonable to infer production decline trend, but may not be true in a coupled reservoir system in reality. Artificial Intelligence shale gas Upstream Oil & Gas cumulative production fracture conductivity fracture...
Proceedings Papers
Trust, But Verify: Maximizing Bluefield Value by Challenging the Engineering Assumptions
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179961-MS
... problem assessment risk management Upstream Oil & Gas concept changeover point percentile operator society of petroleum engineers asset and portfolio management gas monetization RRV simulator problem stage 1 exploration Artificial Intelligence LNG prospect application production...
Proceedings Papers
Analysis of Supply and Demand Dynamics to Predict Oil Market Trends: A Case Study of 2015 Price Data
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179976-MS
... and their influences on the price. market analysis relation supply and demand pricing supply and demand forecasting producer Energy Economics Artificial Intelligence speculation Market Trend oil supply global oil demand machine learning Upstream Oil & Gas simulation result production rate oil...
Proceedings Papers
Solutions to 5 Strategic Issues Plaguing Executives in 2015-2016: Solving the Right Problems With Portfolio Management
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179969-MS
.... portfolio optimization investment approximation portfolio model planning & scheduling Commodity Price cash flow oil price asset and portfolio management Upstream Oil & Gas strength metric Artificial Intelligence planning process price adjustment Scenario integration Portfolio...
Proceedings Papers
Fast Economic Analysis and Optimization of Fracture-Stimulated Wells in Condensate Reservoirs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179957-MS
... and fracture optimization stage is reduced to finding the target function minimum in an N -dimensional parametric space using various constrained minimization techniques, including a Quasi-Monte Carlo analysis and the Active Set Method. Artificial Intelligence economic analysis guidelines hydraulic...
Proceedings Papers
Mexico's Initiatives to Increase Oil Production and its Effect on North America Oil Production Outlook
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179990-MS
... the exhaustive analysis of the new legislation and characteristics of the contractual areas in the context of the current internal and external factors to forecast Mexico's oil production scenario. Upstream Oil & Gas complex reservoir Artificial Intelligence information bidding process round 1...
Proceedings Papers
Comparing the Results of an Exploration Portfolio Optimized Using Utility Theory Versus the Kelly Criterion
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179972-MS
..., 2006 ) and described in the book "Fortune’s Formula" by Poundstone (2005) . decision support system Portfolio analysis Kelly method strategic planning and management portfolio optimization investment Artificial Intelligence Upstream Oil & Gas Cozzolino method formula optimum...
Proceedings Papers
The Market for Privately Owned Mineral Rights in the US Shale Context: A Dynamic Approach
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179966-MS
... and drilling in the US Eagle Ford shale. Artificial Intelligence shale gas oil shale shale oil Upstream Oil & Gas depletion constraint mineral rights market tightness assumption landowner leasing complex reservoir equilibrium exhaustion surplus lease negotiation physical depletion...
Proceedings Papers
Evolution of Uncertainty Methods in Decline Curve Analysis
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179980-MS
... a black-box method is instead a natural and automated extension of well-accepted techniques, and the few published studies of the technique suggest that it may be robust, particularly over the scale of years. Artificial Intelligence Bayesian Inference machine learning forecasting uncertainty...
Proceedings Papers
Financial Impact of Price Volatility on the Oilfield Services Sector of the Petroleum Industry
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179962-MS
..., the rise of the national oil companies in recent decades in terms of production and reserves control, has led to additional competition against service companies by international oil companies for providing specialized technical assistance. market analysis shale gas Energy Economics Artificial...
Proceedings Papers
Maximising the Value of Unconventional Reservoirs by Choosing the Optimal Appraisal Strategy
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179960-MS
... Columbia and Alberta, Canada, is used to assess how accurately initial production predicts the expected ultimate recovery of a single well. strategic planning and management complex reservoir appraisal phase Artificial Intelligence payoff lognormal distribution unconventional resource economics...
Proceedings Papers
Understanding Shale Resource Production: What are the Key Variables?
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179984-MS
... variability producer complex reservoir information production function productivity machine learning Upstream Oil & Gas ikonnikova recovery shale gas play economic analysis algorithm geology equation fluid usage heterogeneity Artificial Intelligence regression completion coefficient...
Proceedings Papers
Integrating Planning, Financial and Economic Data - Closing the Integrity Gap
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179968-MS
... decisions. asset and portfolio management Upstream Oil & Gas economic model Project economics awp production forecast Artificial Intelligence project valuation substantial reduction ibpp granularity execution integration planning process Alianza Casabe planning & scheduling...
Proceedings Papers
An Enhanced Method to Correct Rate Data for Variations in Bottom-Hole Pressure
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179959-MS
... Pressure deconvolution deconvolution Artificial Intelligence drillstem/well testing normalization pressure transient analysis bottomhole Decline Model reservoir rate decline model matrix formulation regularization decline curve analysis equation Upstream Oil & Gas convolution integral...
Proceedings Papers
Detecting and Removing Outliers in Production Data to Enhance Production Forecasting
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179958-MS
... application of our method using field examples from four major shale plays. hydraulic fracturing deviation Artificial Intelligence pressure data machine learning Upstream Oil & Gas detection outlier detection method assumption pressure transient analysis pressure transient testing...
Proceedings Papers
Analyzing the Effect of Debt on the Equity Valuation of Oil and Gas Producers in the Current Commodity Price Cycle
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179987-MS
..., the implementation of our recommendations would require a majority of these companies to hedge significantly more volumes than those they have hedged in the past. supply and demand pricing Artificial Intelligence Devashish Method Ebitda producer equity value immunization market analysis Upstream Oil...
Proceedings Papers
Optimized Exploration Planning
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179951-MS
... opportunities. The result of this approach is optimal decision making and increased efficiencies in exploration business planning due to more thorough understanding and mitigation of key risks and uncertainties affecting the success of exploration opportunities. Artificial Intelligence Upstream Oil...
Proceedings Papers
Apply Two-Way Cluster Analysis to Select Candidate Reservoir Models From Multiple Realizations
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IAEE Hydrocarbon Economics and Evaluation Symposium, May 17–18, 2016
Paper Number: SPE-179955-MS
... the P50. Through such quantitative evaluations of all the realizations, geologists and reservoir engineers can select optimistic to pessimistic realizations to aid economic assessment of the reservoir. machine learning Upstream Oil & Gas Artificial Intelligence neighborhood information...
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