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Due to the increased capabilities of microprocessors and the advent of graphics processing units (GPUs) in recent decades, the use of machine learning methodologies has become popular in many fields of science and technology. This fact, together with the availability of large amounts of information, has meant that machine learning and Big Data have an important presence in the field of Energy. This Special Issue entitled “Predicting the Future—Big Data and Machine Learning” is focused on applications of machine learning methodologies in the field of energy. Topics include but are not limited to the following: big data architectures of power supply systems, energy-saving and efficiency models, environmental effects of energy consumption, prediction of occupational health and safety outcomes in the energy industry, price forecast prediction of raw materials, and energy management of smart buildings.
Predictive Modeling for Energy Management and Power Systems Engineering introduces readers to the cutting-edge use of big data and large computational infrastructures in energy demand estimation and power management systems. The book supports engineers and scientists who seek to become familiar with advanced optimization techniques for power systems designs, optimization techniques and algorithms for consumer power management, and potential applications of machine learning and artificial intelligence in this field. The book provides modeling theory in an easy-to-read format, verified with on-site models and case studies for specific geographic regions and complex consumer markets. - Presents advanced optimization techniques to improve existing energy demand system - Provides data-analytic models and their practical relevance in proven case studies - Explores novel developments in machine-learning and artificial intelligence applied in energy management - Provides modeling theory in an easy-to-read format
Using the principle that extracting energy from the environment always involves some type of impact on the environment, The Future of Energy discusses the sources, technologies, and tradeoffs involved in meeting the world's energy needs. A historical, scientific, and technical background set the stage for discussions on a wide range of energy sources, including conventional fossil fuels like oil, gas, and coal, as well as emerging renewable sources like solar, wind, geothermal, and biofuels. Readers will learn that there are no truly "green" energy sources—all energy usage involves some tradeoffs—and will understand these tradeoffs and other issues involved in using each energy source. - Each potential energy source includes discussions of tradeoffs in economics, environmental, and policy implications - Examples and cases of implementing each technology are included throughout the book - Technical discussions are supported with equations, graphs, and tables - Includes discussions of carbon capture and sequestration as emerging technologies to manage carbon dioxide emissions
With the deadline for achieving the 2015 Millennium Development Goals (MDGs) less than a decade away, the uneven progress is raising important questions about the ability of the international community to 'scale up' its efforts to finance the goals. Securing adequate financing for development has thus become the most pressing issue of the development agenda. This groundbreaking volume, by leading development economists and practitioners, addresses the central concern for policymakers involved in long term planning for the MDGs: how to create 'fiscal space' for the MDGs and strengthen domestic resource mobilization for human development, while ensuring long-term sustainability and freedom from reliance on aid. By looking at the evidence with fresh perspectives, the authors present a novel approach by which fiscal policy can be made to work for the poor, for the long term. Published with UNDP and Revenue Watch.
For multi-user PDF licensing, please contact customer service. Energy touches our lives in countless ways and its costs are felt when we fill up at the gas pump, pay our home heating bills, and keep businesses both large and small running. There are long-term costs as well: to the environment, as natural resources are depleted and pollution contributes to global climate change, and to national security and independence, as many of the world's current energy sources are increasingly concentrated in geopolitically unstable regions. The country's challenge is to develop an energy portfolio that addresses these concerns while still providing sufficient, affordable energy reserves for the nation. The United States has enormous resources to put behind solutions to this energy challenge; the dilemma is to identify which solutions are the right ones. Before deciding which energy technologies to develop, and on what timeline, we need to understand them better. America's Energy Future analyzes the potential of a wide range of technologies for generation, distribution, and conservation of energy. This book considers technologies to increase energy efficiency, coal-fired power generation, nuclear power, renewable energy, oil and natural gas, and alternative transportation fuels. It offers a detailed assessment of the associated impacts and projected costs of implementing each technology and categorizes them into three time frames for implementation.
Since the Industrial Revolution, the efficiency with which energy resources are extracted and converted into work has played a prominent role in the accumulation of material wealth. The prominent role of energy resources, in conjunction with their scarcity and their uneven geographic distribution, has had significant repercussions. Collaboration, competition and conflict among nation states for energy resources have created global, geopolitical and market risks. In this volume, academic scholars and practitioners assess these risks from global, geopolitical and market perspectives. They do so by presenting empirical research and discussing our current understanding of this quickly changing and developing field. This is the third volume in a series on energy organized by the Centre for Energy and Value Issues (CEVI). The previous volumes in the series were Financial Aspects in Energy (2011) and Energy Economics and Financial Markets (2012).
Praise for Future Energy "Do not despair. Energy independence is in our future and this book has the road map! Bill Paul, one of the most astute observers of the energy scene, describes the new technologies that are taking us there and that will change our lives. A must-read book showing how business, citizens, and investors can take advantage." —Consuelo Mack, Anchor and Managing Editor Consuelo Mack WealthTrack Concerns over the availability and security of world energy supplies, especially when it comes to crude oil, have many people wondering what the future of this industry holds and how technology will continue to change it. Thanks to the energy technology revolution currently taking place, a promising "new" oil industry is quickly beginning to take shape-and it will, without a doubt, affect every company, household, and investor. In Future Energy, author Bill Paul-a national energy and environmentaljournalist for more than thirty years-skillfully addresses the investment implications of this new oil industry and shows you how to profit from the changes that lie ahead. Filled with in-depth insights and expert advice, Future Energy will introduce you to some of the most essential issues found within this new environment, including: The companies that will be counted on as the producers andinfrastructure providers of the new oil industry Why you should consider holding "oil shock" absorbing investmentsin your portfolio How electricity will become a new transportation fuel, providingunprecedented transportation fuel diversity The role that substitute liquid fuels (SLFs) will play in the newoil industry And much more
Issue for 1977 includes the report of the Office of Energy Information and Analysis for Jan.-Sept. 1977.