Unconventional Oil and Gas Resources represent a diverse array of hydrocarbon reservoirs that differ significantly from traditional reservoirs in terms of geological characteristics and extraction methods. This category includes shale oil and gas, tight oil and gas, coalbed methane, and oil sands. Unconventional resources are challenging to extract due to low permeability or the complex nature of the geological formations. Hydraulic fracturing (fracking) and horizontal drilling are pivotal techniques employed in unlocking these resources. Shale formations, in particular, have witnessed a surge in production, transforming global energy markets. Unconventional resources have expanded the potential hydrocarbon reserves worldwide, leading to increased energy security. However, their development is not without controversy, with environmental concerns related to water usage, induced seismicity, and the release of methane. The extraction of unconventional resources has altered the energy landscape, providing a substantial contribution to global energy supplies. Technological advancements, such as optimized fracking techniques and environmental mitigation strategies, continue to shape the responsible development of these resources. Research and innovation in unconventional oil and gas resources focus on enhancing recovery efficiency, minimizing environmental impacts, and addressing societal concerns. The evolving dynamics of this sector underscore the importance of balancing energy demands with sustainable and responsible extraction practices to ensure a secure and resilient energy future.
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Cleveland M Jones, Fronteira Energia Ltda, Brazil
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Nur Hassan, Central Queensland University, Australia
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Matthew Godfrey, Enventure Global Technology, United States
Title : From empirical decline to intelligent forecasting: A hybrid deep learning framework embedding arps physics for unconventional tight-gas reservoir production prediction
Emmanuel Chibueze Obasi, University of Wyoming, United States