The Political Economy of Clean Energy Transitions

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Publisher : Oxford University Press
ISBN 13 : 0198802242
Total Pages : 631 pages
Book Rating : 4.1/5 (988 download)

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Book Synopsis The Political Economy of Clean Energy Transitions by : Douglas Arent

Download or read book The Political Economy of Clean Energy Transitions written by Douglas Arent and published by Oxford University Press. This book was released on 2017 with total page 631 pages. Available in PDF, EPUB and Kindle. Book excerpt: A volume on the political economy of clean energy transition in developed and developing regions, with a focus on the issues that different countries face as they transition from fossil fuels to lower carbon technologies.

Government Actions and Innovation in Clean Energy Technologies

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Publisher :
ISBN 13 :
Total Pages : 196 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Government Actions and Innovation in Clean Energy Technologies by :

Download or read book Government Actions and Innovation in Clean Energy Technologies written by and published by . This book was released on 2007 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Power of Change

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Publisher : National Academies Press
ISBN 13 : 0309371422
Total Pages : 341 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis The Power of Change by : National Academies of Sciences, Engineering, and Medicine

Download or read book The Power of Change written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2016-09-30 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electricity, supplied reliably and affordably, is foundational to the U.S. economy and is utterly indispensable to modern society. However, emissions resulting from many forms of electricity generation create environmental risks that could have significant negative economic, security, and human health consequences. Large-scale installation of cleaner power generation has been generally hampered because greener technologies are more expensive than the technologies that currently produce most of our power. Rather than trade affordability and reliability for low emissions, is there a way to balance all three? The Power of Change: Innovation for Development and Deployment of Increasingly Clean Energy Technologies considers how to speed up innovations that would dramatically improve the performance and lower the cost of currently available technologies while also developing new advanced cleaner energy technologies. According to this report, there is an opportunity for the United States to continue to lead in the pursuit of increasingly clean, more efficient electricity through innovation in advanced technologies. The Power of Change: Innovation for Development and Deployment of Increasingly Clean Energy Technologies makes the case that America's advantagesâ€"world-class universities and national laboratories, a vibrant private sector, and innovative states, cities, and regions that are free to experiment with a variety of public policy approachesâ€"position the United States to create and lead a new clean energy revolution. This study focuses on five paths to accelerate the market adoption of increasing clean energy and efficiency technologies: (1) expanding the portfolio of cleaner energy technology options; (2) leveraging the advantages of energy efficiency; (3) facilitating the development of increasing clean technologies, including renewables, nuclear, and cleaner fossil; (4) improving the existing technologies, systems, and infrastructure; and (5) leveling the playing field for cleaner energy technologies. The Power of Change: Innovation for Development and Deployment of Increasingly Clean Energy Technologies is a call for leadership to transform the United States energy sector in order to both mitigate the risks of greenhouse gas and other pollutants and to spur future economic growth. This study's focus on science, technology, and economic policy makes it a valuable resource to guide support that produces innovation to meet energy challenges now and for the future.

Climate and Clean Energy Policy

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Publisher : Taylor & Francis
ISBN 13 : 1317288319
Total Pages : 144 pages
Book Rating : 4.3/5 (172 download)

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Book Synopsis Climate and Clean Energy Policy by : Benjamin H. Deitchman

Download or read book Climate and Clean Energy Policy written by Benjamin H. Deitchman and published by Taylor & Francis. This book was released on 2016-12-01 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: State climate and clean energy policy will play a critical role in the future of the political dialogue and economic development. Policymakers from around the world already recognize the leadership of American states in this domain. Rooted in public policy theory, and employing a mixed-methods approach that includes advanced economic analysis and qualitative research, Benjamin H. Deitchman explores the policy tools that address the politics and economics of clean energy development and deployment across all 50 states. Deitchman includes in his analysis international case studies of this policy context in Canada, Germany, and Australia to reveal different state-level policy tools, the politics behind the tools, and the economic implications of alternative approaches. The rigorous analysis of the politics of state level institutions and economic implications of subnational climate and clean energy actions offers researchers, students, and policymakers with practical information to advance their understanding of these options in the policy process.

Creating Markets for Energy Innovations - Case Studies on Policy Design and Impact

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (92 download)

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Book Synopsis Creating Markets for Energy Innovations - Case Studies on Policy Design and Impact by : Jörn Torsten Hünteler

Download or read book Creating Markets for Energy Innovations - Case Studies on Policy Design and Impact written by Jörn Torsten Hünteler and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Enhancing Federal Clean Energy Innovation

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Publisher :
ISBN 13 : 9780309684613
Total Pages : 104 pages
Book Rating : 4.6/5 (846 download)

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Book Synopsis Enhancing Federal Clean Energy Innovation by : National Academies of Sciences, Engineering, and Medicine

Download or read book Enhancing Federal Clean Energy Innovation written by National Academies of Sciences, Engineering, and Medicine and published by . This book was released on 2021-08-30 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: A widespread and rapid transition to a low-carbon energy system by 2050 is essential to keep pace with ambitious policy goals and avoid the worst consequences of climate change. Innovation is necessary to lower costs and improve performance of existing technologies and to develop new clean energy options that address challenges in harder-to-decarbonize sectors. To examine means by which the U.S. federal government can rise to this challenge, the National Academies of Sciences, Engineering, and Medicine hosted a virtual workshop series "Enhancing Federal Clean Energy Innovation" on July 27 to August 7, 2020. The workshop featured timely, action-orientated assessments of how to strengthen development and penetration of new clean energy technologies. This publication summarizes the presentations and discussions that occurred over the course of the workshop.

The National Clean Energy Fund of India

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Publisher : Springer
ISBN 13 : 8132219643
Total Pages : 128 pages
Book Rating : 4.1/5 (322 download)

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Book Synopsis The National Clean Energy Fund of India by : Rita Pandey

Download or read book The National Clean Energy Fund of India written by Rita Pandey and published by Springer. This book was released on 2014-07-15 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: The National Clean Energy Fund (NCEF), announced in the Government of India’s Budget 2010-11, is seen as a major step in India's quest for energy security and reducing the carbon intensity of energy. Funding research and innovative projects in clean energy technologies, and harnessing renewable energy sources to reduce dependence on fossil fuels constitute the objectives of the NCEF. The NCEF’s utilization of funds is considered to be rather low and disbursements poorly aligned with the fund’s stated objectives, thus posing a potential risk of diluting the focus of NCEF with adverse implications for the much-needed research and innovation in the clean energy sector in India. The book provides a detailed framework for promoting effective utilization and administration of NCEF. To this effect, it identifies the most promising avenues for utilization of NCEF resources for catalytic opportunities and deployment of new technologies. It also identifies and prioritizes the specific energy sub-sectors towards which the NCEF resources are directed. It also makes suggestions for designing a smart monitoring and evaluation framework for the NCEF. This work provides significant information for the government so that appropriate mid-course corrections may be made in a timely manner. This will also be useful in honing the strategic thinking on a suitable energy-technology policy and an assessment of technology needs and other barriers to the clean energy sector in India.

Government and Energy Innovation

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Publisher :
ISBN 13 : 9780692297506
Total Pages : 183 pages
Book Rating : 4.2/5 (975 download)

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Book Synopsis Government and Energy Innovation by : Miles Brundage

Download or read book Government and Energy Innovation written by Miles Brundage and published by . This book was released on 2014 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Energy Technology Innovation

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Publisher : Cambridge University Press
ISBN 13 : 110702322X
Total Pages : 409 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Energy Technology Innovation by : Arnulf Grubler

Download or read book Energy Technology Innovation written by Arnulf Grubler and published by Cambridge University Press. This book was released on 2014 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: An edited volume on factors determining success or failure of energy technology innovation, for researchers and policy makers.

Energizing America

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Publisher :
ISBN 13 : 9780578758527
Total Pages : pages
Book Rating : 4.7/5 (585 download)

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Book Synopsis Energizing America by : Varun Sivaram

Download or read book Energizing America written by Varun Sivaram and published by . This book was released on 2020-09-14 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Clean energy innovation is central to the fight against climate change. To rise to this challenge, the United States should launch a National Energy Innovation Mission. Led by the president and authorized by Congress, this mission should harness the nation's unmatched innovative capabilities-at research universities, federal laboratories, and private firms (both large and small), in all regions of the country-to speed the progress of clean energy technologies. To jumpstart this mission and unlock a virtuous cycle of public and private investment, the US federal government should triple its funding for energy research, development, and demonstration (RD&D) over the next five years to $25 billion by 2025. "Energizing America" offers policymakers a strategic framework to build a growing RD&D portfolio over the next five years, detailed fundingproposals across the full spectrum of critical energy technologies, and recommendations for immediate action.

Innovation and climate policy

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Publisher :
ISBN 13 :
Total Pages : 43 pages
Book Rating : 4.:/5 (21 download)

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Book Synopsis Innovation and climate policy by : David Popp

Download or read book Innovation and climate policy written by David Popp and published by . This book was released on 2010 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reducing emissions of the greenhouse gases that cause climate change will require dramatic changes in the way that energy is produced and consumed. The cost of technological changes such as alternative energy sources and improved energy efficiency will play a large role in determining the overall cost of combating climate change. The development of these technologies will be heavily influenced by government policy. Both environmental and R & D policies provide incentives encouraging the development of clean technologies. Understanding the incentives provided by these policies, and their influence on the development of new technologies, is important for understanding the ultimate effects of climate policy. This chapter reviews the literature on environmental innovation and diffusion, with a focus on studies relevant to the development of clean energy technologies necessary to address climate change. I discuss the implications of this literature for the development of climate policy.

The Power of Renewables

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Publisher : National Academies Press
ISBN 13 : 0309160006
Total Pages : 256 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Power of Renewables by : Chinese Academy of Engineering

Download or read book The Power of Renewables written by Chinese Academy of Engineering and published by National Academies Press. This book was released on 2011-01-29 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: The United States and China are the world's top two energy consumers and, as of 2010, the two largest economies. Consequently, they have a decisive role to play in the world's clean energy future. Both countries are also motivated by related goals, namely diversified energy portfolios, job creation, energy security, and pollution reduction, making renewable energy development an important strategy with wide-ranging implications. Given the size of their energy markets, any substantial progress the two countries make in advancing use of renewable energy will provide global benefits, in terms of enhanced technological understanding, reduced costs through expanded deployment, and reduced greenhouse gas (GHG) emissions relative to conventional generation from fossil fuels. Within this context, the U.S. National Academies, in collaboration with the Chinese Academy of Sciences (CAS) and Chinese Academy of Engineering (CAE), reviewed renewable energy development and deployment in the two countries, to highlight prospects for collaboration across the research to deployment chain and to suggest strategies which would promote more rapid and economical attainment of renewable energy goals. Main findings and concerning renewable resource assessments, technology development, environmental impacts, market infrastructure, among others, are presented. Specific recommendations have been limited to those judged to be most likely to accelerate the pace of deployment, increase cost-competitiveness, or shape the future market for renewable energy. The recommendations presented here are also pragmatic and achievable.

How Governments Mobilize Domestic Finance for Innovation: the Case of Domestic Clean Energy

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (128 download)

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Book Synopsis How Governments Mobilize Domestic Finance for Innovation: the Case of Domestic Clean Energy by : Fang Zhang

Download or read book How Governments Mobilize Domestic Finance for Innovation: the Case of Domestic Clean Energy written by Fang Zhang and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Financing is a well-recognized barrier to the development and deployment of clean energy technologies. Lack of information, lack of familiarity with new technologies, and the limited track records of renewable developers have all been causes of investor reluctance in clean energy. Although the early 2000s witnessed rapid growth in clean energy investment, global clean energy investments have stalled since the 2009 financial crisis. Despite numerous worldwide clean energy policies implemented since then, the rate of investment has still not fully recovered and has limited the pace of annual added renewable energy capacity growth globally. In 2018, $348 billion was deployed into renewable energy sectors, which was dwarfed by the $600 billion in fossil fuel finance from the top 33 banks globally in the same year. Although the rapid decline of the capital costs of renewable energy partially limits the need for new renewable energy investment, it is still worth examining why more finance has not been directed to renewables. The central purpose of this dissertation is to investigate how governments mobilize financial resources for renewable energy deployment and which policies are most effective to incentivize financial flows to clean energy sectors. Four cases studies (China, Germany, India, and the United States) were performed to answer this question. The dissertation firstly identifies the main actors in the financing of renewable energy, particularly clarifying who are typically the first movers, followers, and laggards. The dissertation then evaluates whether state-ownership of the financial system puts a country in a better or worse position to mobilize finance for renewable energy development. The necessary ingredients for National Development Banks (NDBs) to mobilize finance are identified. Lastly, the dissertation illuminates the major barriers that hinder renewable energy financing and examines how government policies best mitigate these barriers and which policies fail to mobilize finance for renewables. The main findings are that: 1) The first movers in renewable energy financing are patient (e.g. do not require immediate returns from investment) and can provide low-interest finance. They tend to be public actors (such as NDBs) or private investors who are particularly motivated by concern for the environment. 2) Finance for renewable energy is easier to mobilize in environments that leverage pre-existing and strong relationships between lenders and borrowers, as well as lenders and lenders, and foster mutual knowledge sharing. 3) NDBs can serve as effective vehicles to advance finance mobilization for national renewable energy deployment by working as a policy coordinator but NDBs require the precondictions of market-creation policies in order to facilitate finance mobilization for renewable energy deployment successfully. 4) Traditionally, high capital and development costs have stymied the growth of renewable energy. As of today, however, such costs have now generally fallen low enough not to inhibit lending from financial institutions. Non-cost barriers, such as high risks related to siting, grid connection, information barriers, and policy hurdles do continue to persist. 5) Several policy instruments and their design details that are required to effectively moblize finance are identified in the dissertation.

Adoption of Renewable Energy Technologies Under Uncertainty

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Publisher :
ISBN 13 :
Total Pages : 115 pages
Book Rating : 4.:/5 (919 download)

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Book Synopsis Adoption of Renewable Energy Technologies Under Uncertainty by : Kiran Torani

Download or read book Adoption of Renewable Energy Technologies Under Uncertainty written by Kiran Torani and published by . This book was released on 2014 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract Adoption of Renewable Energy Technologies under Uncertainty by Kiran Nari Torani Doctor of Philosophy in Agricultural and Resource Economics University of California, Berkeley Professor Gordon Rausser, Chair This dissertation presents both a theoretical and empirical examination of the optimal allocation of public R & D investments in combination with downstream policy instruments across emerging renewable technologies. The central issue remains how best to enable technological change, and accelerate innovation and widespread adoption of new energy technologies and move towards a more sustainable energy system. The first essay presents a stochastic dynamic real options model of the adoption of solar PV in the residential and commercial sector, evaluating the threshold and timing of the consumer's optimal investment decision given two sources of uncertainty. Analytic results regarding the threshold of adoption under alternative regimes of R & D funding and technological change, electricity prices, subsidies and carbon taxes are derived. And we simulate the model to obtain a cumulative likelihood and timing of substitution amongst energy resources and towards solar PV under plausible rates of technological change, electricity prices, subsidies and carbon taxes. The results indicate that there will be a displacement of incumbent technologies and a widespread shift towards solar PV in the residential and commercial sector in under 30 years, under plausible parameter assumptions - and that crucially, this can occur independent of consumer subsidies and carbon pricing policies (at $21/ton CO2, $65/ton CO2 and $150/ton CO2). In general, results across all scenarios consistently indicate that average historic consumer subsidies and carbon pricing policies up to $150/ton CO2 have a modest effect in accelerating adoption, and may not be an effective part of climate policy in this regard. Instead, we find that R & D support and further technological change is the crucial determinant and main driver of widespread adoption of solar PV - suggesting that subsidies and taxes don't make a substantial difference in a technology that's not viable, while research does. This further suggests that optimal policies may change over time, however current continued R & D support and technological advancement is the crucial determinant of widespread transition to solar and plausibly other backstop technologies - and that it should play a key role in policy measures intended to combat climate change. The results do not imply that carbon pricing shouldn't play a role in climate policy in general. Carbon pricing may be effective in reducing emissions and encouraging the transition towards other clean technologies - however it has a decidedly modest impact in accelerating adoption of solar PV at levels up to $150/ton CO2. The second essay examines the role of technology features in policy design, and provides a broader discussion and context to the results from the first essay. It examines the key role of the technology innovation cycle and changing optimal policies at every stage of the technology in the transition towards renewable energy technologies. And it examines the stages of the technology innovation process and the role of policy incentives at every stage - including the timing, sequencing, and role of investments in public R & D, in deployment polices, and in CO2 taxes. We examine the notion that that optimal policies will change over time, driven primarily by the characteristics of the technology, and its stage in the innovation cycle - and that this will crucially determine the impact, gains and tradeoffs between alternate policy measures such as R & D policies, deployment policies, and carbon pricing policies. We find that technology and policies must be deployed in a coordinated manner such that emission reduction benefits are achieved at an acceptable cost. And we find that targeted policy should consider every stage of the technology innovation cycle - from R & D to commercialization in overcoming barriers to the development and widespread adoption of nascent technologies. Based on our analysis and results we find that there is a pressing need for the reallocation of public resources from consumer subsidies towards public R & D budgets in emerging energy technologies such as solar PV, and plausibly other backstop technologies. We argue for an expanded role of aggressive R & D policies and increased public R & D funding - and contend that there is an imbalance in resources allocated towards adoption and commercialization subsidies relative to R & D investments for a technology such as solar PV. We contend that increased and aggressive R & D investments will be the key policy initiative in enabling the transition towards clean energy technologies such as solar PV in a sustainable manner. When deployment policies are justified, the appropriate timing and sequencing in the technology development stage is crucial. Investments in commercialization and deployment subsidies before sufficient R & D investments and breakthroughs have occurred will be ineffective and unsustainable, or alternatively will need to be very high to have any significant impact (Torani, Rausser, and Zilberman, 2014). Widespread adoption and commercialization of emerging and unproven technologies and systems will be unlikely to occur unless sufficient major technological discoveries and improvements have taken place - which will need to be driven by appropriate and sufficient R & D investments. The logical sequence of policies necessitates first making sufficient investments and allocating resources towards R & D and the necessary technological discoveries, which can then be followed by downstream investments to enhance adoption, experience and LBD. In general, we find that the appropriate emphasis and sequencing of R & D and learning investments is a pertinent issue, and optimal timing and allocation between the two depends in part on the characteristics of the technology itself. In addition, while almost all economic studies find a case for imposing immediate restraints on GHG emissions, e.g. with initially low carbon taxes, we find that reasonable and plausible levels of CO2 taxes may not be effective in encouraging technology adoption and reducing emissions while clean technologies are not commercially viable as yet. To be effective in encouraging technology adoption at an early stage of technological innovation, we contend that a large CO2 tax may be needed, far larger than suggested at reasonable levels - with significant implications on distributional effects and political feasibility. We emphasize that technology and policies must be deployed in a coordinated manner such that the emission reduction benefits are achieved at an acceptable cost (Williams et al., 2012). Our results suggest that the first and most important stage does not lie in imposing CO2 taxes, but rather in investing in R & D and technological advancements. Once clean technologies are sufficiently ready, reasonably priced carbon taxes will bite to a larger extent and be more effective at plausible levels. We find that one plausible strategy would be either to introduce high CO2 taxes or to subsidize R & D first, followed by deployment and LBD policies, and then to impose reasonable carbon taxes - in which case scientific advances and technological changes would make CO2 emissions abatement less costly, and CO2 pricing would be effective at reasonable levels. The third essay provides a precursor and basis for the other two chapters. The paper outlines an analytical framework to determine the optimal combination of renewable energy public R & D investment in combination with downstream policy instruments across the emerging technologies as an ex-ante portfolio analysis of public and private R & D under risk and uncertainty. Our framework is based on the estimation of probability distributions for potential future cost reductions resulting from R & D investments from the public and private sectors. To date, the government lacks coordinated support of renewable energy technologies across upstream R & D investments and downstream policy instruments. Without an objective, ex-ante guide for renewable energy investment, governments are likely to promote technologies based on the effectiveness of political economic efforts. The government's policies should however depend on the technology's probability distribution of cost breakthroughs for each technology and on the environmental impact. In this paper we outline an analytical framework to develop a portfolio analysis of R & D investments in renewable energy technologies, with the subsequent analysis designed to allocate R & D investments across renewable energy technologies in a manner that minimizes the risk for a specified level of expected returns, taking into account both the expected reductions in cost and the variance of the expectations of cost reductions, and thus providing an objective benchmark for efficient allocation of resources across renewable energy technologies. Special emphasis is placed on the estimation of probability distributions based on elicitation from experts in each field of technology in terms of the mean and standard deviation - on which we base the characterization of the underlying probability distributions on cost and productivity measures, and which forms the basis for executing a portfolio analysis of renewable energy technologies.

Accelerating Energy Innovation

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Author :
Publisher : University of Chicago Press
ISBN 13 : 0226326853
Total Pages : 285 pages
Book Rating : 4.2/5 (263 download)

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Book Synopsis Accelerating Energy Innovation by : Rebecca M. Henderson

Download or read book Accelerating Energy Innovation written by Rebecca M. Henderson and published by University of Chicago Press. This book was released on 2011-06-01 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accelerating energy innovation could be an important part of an effective response to the threat of climate change. Written by a stellar group of experts in the field, this book complements existing research on the subject with an exploration of the role that public and private policy have played in enabling—and sustaining—swift innovation in a variety of industries, from agriculture and the life sciences to information technology. Chapters highlight the factors that have determined the impact of past policies, and suggest that effectively managed federal funding, strategies to increase customer demand, and the enabling of aggressive competition from new firms are important ingredients for policies that affect innovative activity.

The Changing Frontier

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Publisher : University of Chicago Press
ISBN 13 : 022628672X
Total Pages : 441 pages
Book Rating : 4.2/5 (262 download)

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Book Synopsis The Changing Frontier by : Adam B. Jaffe

Download or read book The Changing Frontier written by Adam B. Jaffe and published by University of Chicago Press. This book was released on 2015-08-14 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 1945, Vannevar Bush, founder of Raytheon and one-time engineering dean at MIT, delivered a report to the president of the United States that argued for the importance of public support for science, and the importance of science for the future of the nation. The report, Science: The Endless Frontier, set America on a path toward strong and well-funded institutions of science, creating an intellectual architecture that still defines scientific endeavor today. In The Changing Frontier, Adam B. Jaffe and Benjamin Jones bring together a group of prominent scholars to consider the changes in science and innovation in the ensuing decades. The contributors take on such topics as changes in the organization of scientific research, the geography of innovation, modes of entrepreneurship, and the structure of research institutions and linkages between science and innovation. An important analysis of where science stands today, The Changing Frontier will be invaluable to practitioners and policy makers alike.

Digital Decarbonization

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Publisher : Council on Foreign Relations Press
ISBN 13 : 9780876097489
Total Pages : 146 pages
Book Rating : 4.0/5 (974 download)

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Book Synopsis Digital Decarbonization by : Varun Sivaram

Download or read book Digital Decarbonization written by Varun Sivaram and published by Council on Foreign Relations Press. This book was released on 2018 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: As energy industries produce ever more data, firms are harnessing greater computing power, advances in data science, and increased digital connectivity to exploit that data. These trends have the potential to transform the way energy is produced, transported, and consumed.