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Electronics and optics of solids --- Electrical engineering --- nanotechniek
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This book explores methods for managing uncertainty in reservoir characterization and optimization. It covers the fundamentals, challenges, and solutions to tackle the challenges made by geological uncertainty. The first chapter discusses types and sources of uncertainty and the challenges in different phases of reservoir management, along with general methods to manage it. The second chapter focuses on geological uncertainty, explaining its impact on field development and methods to handle it using prior information, seismic and petrophysical data, and geological parametrization. The third chapter deals with reducing geological uncertainty through history matching and the various methods used, including closed-loop management, ensemble assimilation, and stochastic optimization. The fourth chapter presents dimensionality reduction methods to tackle high-dimensional geological realizations. The fifth chapter covers field development optimization using robust optimization, including solutions for its challenges such as high computational cost and risk attitudes. The final chapter introduces different types of proxy models in history matching and robust optimization, discussing their pros and cons, and applications. The book will be of interest to researchers and professors, geologists and professionals in oil and gas production and exploration.
Mathematical physics --- Geology. Earth sciences --- Hygiene. Public health. Protection --- Mining industry --- Fuels --- Artificial intelligence. Robotics. Simulation. Graphics --- mineralen (chemie) --- brandpreventie --- mijnbouw --- wiskunde --- geologie --- fysica --- fossiele brandstoffen
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Climate change is projected to affect the physical environment of the U.S. Central Command (CENTCOM) area of responsibility (AOR) significantly throughout the 21st century and could have consequences for security. How climate change might do this, and what these security consequences might be, are important issues for security planners. U.S. competitors and adversaries could have new opportunities to seek advantages relative to the United States. To understand how China, Russia, and Iran might exploit climate-related conflicts, the RAND Corporation hosted a two-day workshop that presented nine scenarios with different climate hazards and levels of conflict to a panel of 11 subject-matter experts. The experts were knowledgeable about the overall global strategy, interests, and capabilities of China, Russia, and Iran and were asked to assess how these countries would react to climate-related conflict. This report provides the results of that workshop. The purpose of this research is to support CENTCOM leadership and planners and their interagency partners to prepare for a future security environment that is affected by climate change. Understanding the frequency of future conflict in the AOR, as well as the evolution of threats under climate change, will enable the U.S. government to better prepare for this future. This report is the fourth in a series focused on climate change and the security environment.
Security, International --- Climatic changes --- China --- Geopolitical Strategic Competition --- Global Climate Change --- Iran --- Natural Hazards --- Russia --- United States --- Climat --- Catastrophes naturelles. --- Géopolitique. --- Environmental aspects. --- Political aspects. --- Changements. --- United States.
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Over the coming decades, stressors from climate change will become more intense and more frequent in the U.S. Central Command (CENTCOM) area of responsibility (AOR). This development will likely contribute to CENTCOM's broader shift from a warfighting-focused command to a command that will have to reprioritize and balance how it responds to and conducts both traditional and nontraditional security missions. This report addresses how CENTCOM planners can use operations, activities, and investments to prevent — or mitigate the intensity of — climate-related conflict. Climate change, along with other transnational threats, is often discussed as part of a broader concept known as nontraditional security. Many of the threats that are part of the nontraditional security concept, such as infectious disease and large-scale migration, are exacerbated by climate change. This report examines which traditional military tools can be applied to this nontraditional security threat and which new tools can be developed to address the implications of climate change for CENTCOM. The aim of this report is to help CENTCOM planners prepare for a future security environment that is affected by climate change. Even with preventive action, the command will face additional requirements from climate stress. To provide context for resource prioritization discussions, this report presents an analysis of the frequency and the conditions under which the United States has traditionally intervened militarily in the CENTCOM theater and rough order of magnitude costs of interventions by type. This report is the fifth and final in a series focused on climate change and the security environment.
Military planning --- National security --- Climatic changes. --- Planification militaire --- Climat --- Environmental aspects --- Changements. --- United States. --- Operational readiness. --- United States --- Military policy.
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