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Showing papers on "Energy policy published in 2016"


Journal ArticleDOI
TL;DR: In this paper, the authors reviewed the opportunities associated with renewable energy sources which include: Energy Security, Energy Access, Social and Economic development, Climate Change Mitigation, and reduction of environmental and health impacts.
Abstract: The world is fast becoming a global village due to the increasing daily requirement of energy by all population across the world while the earth in its form cannot change. The need for energy and its related services to satisfy human social and economic development, welfare and health is increasing. Returning to renewables to help mitigate climate change is an excellent approach which needs to be sustainable in order to meet energy demand of future generations. The study reviewed the opportunities associated with renewable energy sources which includes: Energy Security, Energy Access, Social and Economic development, Climate Change Mitigation, and reduction of environmental and health impacts. Despite these opportunities, there are challenges that hinder the sustainability of renewable energy sources towards climate change mitigation. These challenges include Market failures, lack of information, access to raw materials for future renewable resource deployment, and our daily carbon footprint. The ...

1,545 citations


Journal ArticleDOI
TL;DR: Energy justice has emerged as a new crosscutting social science research agenda which seeks to apply justice principles to energy policy, energy production and systems, energy consumption, energy activism, energy security and climate change.
Abstract: Energy justice has emerged as a new crosscutting social science research agenda which seeks to apply justice principles to energy policy, energy production and systems, energy consumption, energy activism, energy security and climate change. A conceptual review is now required for the consolidation and logical extension of this field. Within this exploration, we give an account of its core tenets: distributional, recognition and procedural. Later we promote the application of this three-pronged approach across the energy system, within the global context of energy production and consumption. Thus, we offer both a conceptual review and a research agenda. Throughout, we explore the key dimensions of this new agenda – its evaluative and normative reach – demonstrating that energy justice offers, firstly, an opportunity to explore where injustices occur, developing new processes of avoidance and remediation and recognizing new sections of society. Secondly, we illustrate that energy justice provides a new stimulating framework for bridging existing and future research on energy production and consumption when whole energy systems approaches are integrated into research designs. In conclusion, we suggest three areas for future research: investigating the non-activist origins of energy justice, engaging with economics, and uniting systems of production and consumption.

875 citations


ReportDOI
01 May 2016
TL;DR: The U.S. Energy Information Administration (EIA) as discussed by the authors is a statistical and analytical agency within the United States Department of Energy that produces data, analyses, and forecasts independent of approval by any other officer or employee.
Abstract: This report was prepared by the U.S. Energy Information Administration (EIA), the statistical and analytical agency within the U.S. Department of Energy. By law, EIA's data, analyses, and forecasts are independent of approval by any other officer or employee of the United States Government. The views in this report therefore should not be construed as representing those of the Department of Energy or other federal agencies.

718 citations


Journal ArticleDOI
TL;DR: An overview of the Smart Grid with its general features, functionalities and characteristics is presented in this paper, where the authors have identified the research activities, challenges and issues of Smart Grid fundamental and related technologies.
Abstract: Energy sustainability and environmental preservation have become worldwide concerns with the many manifestations of climate change and the continually increasing demand for energy. As cities and nations become more technologically advanced, electricity consumption rises to levels that may no longer be manageable if left unattended. The Smart Grid offers an answer to the shift to more sustainable technologies such as distributed generation and microgrids. A general public awareness and adequate attention from potential researchers and policy makers is crucial. This paper presents an overview of the Smart Grid with its general features, functionalities and characteristics. It presents the Smart Grid fundamental and related technologies and have identified the research activities, challenges and issues. It demonstrates how these technologies have shaped the modern electricity grid and continued to evolve and strengthen its role in the better alignment of energy demand and supply. Smart Grid implementation and practices in various locations are also unveiled. Concrete energy policies facilitate Smart Grid initiatives across the nations. Interestingly, Smart Grid practices in different regions barely indicate competition but rather an unbordered community of similar aspirations and shared lessons.

550 citations


Journal ArticleDOI
TL;DR: In this paper, a review of emerging simulation methods and implementation workflows for bottom-up urban building energy models (UBEM) is presented, as well as an outlook for future developments.

548 citations


Journal ArticleDOI
TL;DR: In this paper, the transition from a business-as-usual situation in 2050, to a 100% renewable energy Europe is analysed in a series of steps, where each step reflects one major technological change.
Abstract: This study presents one scenario for a 100% renewable energy system in Europe by the year 2050. The transition from a business-as-usual situation in 2050, to a 100% renewable energy Europe is analysed in a series of steps. Each step reflects one major technological change. For each step, the impact is presented in terms of energy (primary energy supply), environment (carbon dioxide emissions), and economy (total annual socio-economic cost). The steps are ordered in terms of their scientific and political certainty as follows: decommissioning nuclear power, implementing a large amount of heat savings, converting the private car fleet to electricity, providing heat in rural areas with heat pumps, providing heat in urban areas with district heating, converting fuel in heavy-duty vehicles to a renewable electrofuel, and replacing natural gas with methane. The results indicate that by using the Smart Energy System approach, a 100% renewable energy system in Europe is technically possible without consuming an unsustainable amount of bioenergy. This is due to the additional flexibility that is created by connecting the electricity, heating, cooling, and transport sectors together, which enables an intermittent renewable penetration of over 80% in the electricity sector. The cost of the Smart Energy Europe scenario is approximately 10–15% higher than a business-as-usual scenario, but since the final scenario is based on local investments instead of imported fuels, it will create approximately 10 million additional direct jobs within the EU.

546 citations


Journal ArticleDOI
TL;DR: In this paper, the authors investigated the impact of renewable energy consumption on economic welfare by employing panel data techniques and found that the influence of renewable energies consumption or its share to the total energy mix to economic growth is positive and statistically significant.

523 citations


Journal ArticleDOI
Sarat Kumar Sahoo1
TL;DR: In this article, the progress of current solar photovoltaic energy in India is discussed and the Indian government policies and initiatives to promote solar energy in the country are discussed. And the authors highlight the renewable energy trend in India with major achievements, state wise analysis of solar parks and industrial applications.
Abstract: The mitigation of global energy demands and climate change are the most important factors in the modern days. Development and application of solar energy have been regarded by the government of India and common people, and they thought that solar photo voltaic energy can provide more energy in future compare to other renewable energies. In the last decade, solar photovoltaic energy research and development has supported by the central government and state governments. This paper discusses the progress of current solar photovoltaic energy in India. It highlights the renewable energy trend in India with major achievements, state wise analysis of solar parks and industrial applications. Finally, it discusses the Indian government policies and initiatives to promote solar energy in India. This review on solar photovoltaic energy will help decision makers and various stakeholders to understand the current status, barriers and challenges for better planning and management in this field.

379 citations


Journal ArticleDOI
TL;DR: In this paper, the authors investigate how concepts from justice and ethics can inform energy decision-making by reframing five energy problems (nuclear waste, involuntary resettlement, energy pollution, energy poverty and climate change) as pressing justice concerns.
Abstract: All too often, energy policy and technology discussions are limited to the domains of engineering and economics. Many energy consumers, and even analysts and policymakers, confront and frame energy and climate risks in a moral vacuum, rarely incorporating broader social justice concerns. Here, to remedy this gap, we investigate how concepts from justice and ethics can inform energy decision-making by reframing five energy problems — nuclear waste, involuntary resettlement, energy pollution, energy poverty and climate change — as pressing justice concerns. We conclude by proposing an energy justice framework centred on availability, affordability, due process, transparency and accountability, sustainability, equity and responsibility, which highlights the futurity, fairness and equity dimensions of energy production and use. The structure of the global energy system and the pending consequences of climate change are among the central justice issues of our time, with profound implications for human happiness, welfare, freedom, equity and due process1. One global study distinguishing between ‘experienced’ and ‘imposed’ effects of climate change — essentially separating out primary emitters from those suffering from climate change — concluded that people in rich countries impose 200–300 times more health damage on others than they experience themselves as a result of their nation's historical emissions2. Others argue that the costs of climate change will befall the weakest and least developed countries as well as the poorest in developed nations, while the benefits, if there are any, will probably be accrued by the rich and powerful3. Meanwhile, serious environmental burdens can arise from having too much energy (from waste, over-consumption and pollution4) or from not having enough (from lack of access to modern forms of energy, under-consumption and poverty). With increasing wealth, these environmental burdens shift in terms of severity, geographic scope and temporal reach. For instance, a decline in household environmental risks through enhanced access to modern energy services, clean water and better healthcare coincides with an increase in global risks such as climate change and other forms of transboundary environmental pollution. While solutions to some problems, such as poverty, obviously require an increase in energy consumption, solutions to other problems, such as climate change, might well require a decrease in energy consumption. Clearly, the current fossil fuel-based global energy system has many benefits but also many disadvantages, including significant health burdens that shorten lives, undermine the conditions for happiness and impede a more just and equitable society. Yet most of us confront and frame such climate and energy risks within a moral vacuum. It has been argued that our moral systems are ill-equipped to handle the complexity and expansiveness of modern-day energy and climate problems5,6, and that individuals will work to avoid feelings of responsibility for climate change or energy insecurity; some will even have optimistic biases, downgrading any negative information they receive and counterbalancing it with almost irrational exuberance7. In this Perspective, we argue that concepts from ethics and justice provide an important structure to think about, and approach, the world's climate and energy dilemmas. We reframe five contemporary energy problems — nuclear waste, involuntary resettlement, energy pollution, energy poverty and climate change — as justice and ethics concerns. We then synthesize justice elements into a common framework that energy decision-makers can utilize to create a more just and equitable energy future. By ‘decision-makers’, we refer not only to the more traditional notion of policymakers and regulators, but also ordinary students, jurists, homeowners, businesspersons, investors and consumers — essentially, anyone that makes decisions or choices about energy conversion and use8. Admittedly, we take an anthropocentric perspective based on social justice principles, though there are certainly justice claims that arise with how humans interact with non-human forms of life. Some have called this human-centered approach ‘cosmopolitan justice’, as it acknowledges that all ethnic groups belong to a single community based on a collective morality9. Many scholars have taken up modern manifestations of these ideals, and have advanced the core arguments presented in Table 110,​11,​12,​13,​14,​15,​16,​17,​18,​19. These arguments underscore how all human beings have equal moral worth and, as we will argue, are deserving of ‘energy justice’.

371 citations


Journal ArticleDOI
TL;DR: In this paper, a comprehensive and systematic review of PV output power forecast models were provided, which covers the different factors affecting PV forecast, PV output output power profile and performance matrices to evaluate the forecast model.

350 citations


Journal ArticleDOI
TL;DR: In this article, the authors provide an overview about the types of rewards available to bulk EES for the wider storage community including investors, technology developers and policy-makers, and compare a number of mechanisms that can reward PHES in different international market frameworks.
Abstract: The global effort to decarbonise electricity systems has led to widespread deployments of variable renewable energy generation technologies, which in turn has boosted research and development interest in bulk Electrical Energy Storage (EES). However despite large increases in research funding, many electricity markets with increasingly large proportions of variable renewable generation have seen little actual bulk EES deployment. While this can be partly attributed to the need for technological developments, it is also due to the challenge of fairly rewarding storage operators for the range of services that storage provides to the wider network, especially in markets that have undergone significant restructuring and liberalisation. Pumped Hydroelectric Energy Storage (PHES) is the overwhelmingly established bulk EES technology (with a global installed capacity around 130 GW) and has been an integral part of many markets since the 1960s. This review provides an historical overview of the development of PHES in several significant electrical markets and compares a number of mechanisms that can reward PHES in different international market frameworks. As well as providing up-to-date information about PHES, a primary motivation for this work is to provide an overview about the types of rewards available to bulk EES for the wider storage community including investors, technology developers and policy-makers. Observing that bulk EES projects seem to be unattractive investments for the private sector, the paper also includes a brief discussion in terms of public sector investment.

Journal ArticleDOI
TL;DR: A global assessment of biofuels crop production is provided, global patterns of biofuel crop/oil trade are reconstructed and the associated displacement of water and land use is determined.
Abstract: Recent energy security strategies, investment opportunities and energy policies have led to an escalation in biofuel consumption at the expenses of food crops and pastureland. To evaluate the important impacts of biofuels on food security, the food-energy nexus needs to be investigated in the context of its linkages with the overall human appropriation of land and water resources. Here we provide a global assessment of biofuel crop production, reconstruct global patterns of biofuel crop/oil trade and determine the associated displacement of water and land use. We find that bioethanol is mostly produced with domestic crops while 36% of biodiesel consumption relies on international trade, mainly from Southeast Asia. Altogether, biofuels rely on about 2-3% of the global water and land used for agriculture, which could feed about 30% of the malnourished population. We evaluate the food-energy tradeoff and the impact an increased reliance on biofuel would have on the number of people the planet can feed.

Journal ArticleDOI
TL;DR: In this paper, a wide spectrum of energy policies regarding the electrochemical, mechanical, and thermal energy storage technologies are discussed, while the future orientations of these technologies are outlined.
Abstract: Electricity plays a dominant role to the citizens׳ well-being and the social prosperity of the developed economies. Electricity perspectives have attracted the research interest of the scientific community during the last two decades due to its determining impact upon transportation modes (electric-based mobility: electric vehicles–EVs, hybrid cars, and electric drive-trains), energy-consumed household tasks (Smart House and Smart Grid concepts), working environment, and leisure activities. Electricity generation is mainly determined by the following features: on-grid (mainland) and off-grid (including exploitation of renewables in remote areas) production, peak (during the day) and off-peak (during the night) daytimes of energy production and consumption, efficient and reliable power supply, capability and reliability of energy storage technologies, energy market potential in the future. This study further explores the following issues: which technologies will be most needed, in which technologies there is room for further development, which policy considerations will influence rollout and penetration, and what implementation problems may be expected. Finally, this study addresses a wide spectrum of energy policies regarding the electrochemical, mechanical, and thermal energy storage technologies. In parallel, the study discussed global regulatory regimes of the post-2015 development agenda of Rio20+ United Nations Conference on Sustainable Development that should be adapted to electricity generation under the political initiatives of “Sustainable Development Goals” (SDGs) and “Millennium Development Goals” (MDGs). Finally, the key-issues of research, operation, applicability, and pricing trend of energy storage technologies are addressed while the future orientations of these technologies are outlined.

Journal ArticleDOI
TL;DR: In this article, ten leading experts in energy research share their vision of what challenges their respective fields need to address in the coming decades, from the search for better materials for fuels, to the design of energy policy and markets for the developing world.
Abstract: Great strides have been made over the past century in our ability to harness energy sources, leading to profound transformations — both good and bad — in society. Looking at the energy system of today, it is clear that meeting the energy needs of the world now and in the years to come requires the concerted efforts of many different actors across a range of technologies and approaches. In this Feature, ten leading experts in energy research share their vision of what challenges their respective fields need to address in the coming decades. The issues being faced are diverse and multifaceted, from the search for better materials for fuels, to the design of energy policy and markets for the developing world. However, a common theme emerges: changes to adapt and improve our energy system are greatly needed. By improving our mutual understanding of the issues faced by each area of energy research, these changes can happen more smoothly, efficiently and rapidly. Meeting the world's energy needs requires the collective efforts of many different actors across a range of technologies and approaches. In this Feature, ten leading experts in energy research share their vision of the challenges their respective fields must address in the coming decades.

Journal ArticleDOI
TL;DR: However, while the verdict on nuclear was unequivocal with a final phase-out date of 2022, the share of coal in the electricity market did not decrease and the amount of carbon dioxide released into the air slightly increased from 2011 to 2013.

Journal ArticleDOI
TL;DR: In this article, the authors applied the k-means clustering method based on the data obtained from Eurostat to analyze the renewable energy sector in the European Union member states.
Abstract: The paper׳s main research objective is to analyse the renewable energy sector in the European Union member states. The first step of the research was to generate clusters of countries based on the share of renewables in total energy produced and the countries’ energy dependence. In order to generate the clusters, we applied the k-means clustering method based on the data obtained from Eurostat. By using the Statistical Package for the Social Sciences, three clusters of countries have been generated. In the next step the EU states were ranked based on the following criteria: share of renewable energy sources, share of renewable electricity, share of renewable heating and cooling and share of renewable energy in transport. Then the main characteristics of the renewable energy policy in each member state have been highlighted.

Journal ArticleDOI
TL;DR: In this paper, a study on actors and coalitions in Swiss energy policy is presented, showing that advocacy coalitions have largely remained stable despite the Fukushima shock, but heterogeneity of beliefs has increased and in 2013, even a majority of actors expressed their support for the energy transition.
Abstract: Policies and politics are an integral part of socio-technical transitions but have not received much attention in the transitions literature so far. Drawing on the advocacy coalition framework, our paper addresses this gap with a study on actors and coalitions in Swiss energy policy. Our results show that advocacy coalitions in Switzerland have largely remained stable despite the Fukushima shock. However, heterogeneity of beliefs has increased and in 2013, even a majority of actors expressed their support for the energy transition – an indication that major policy change might be ahead. It seems that in socio-technical transitions, changes in the policy issue and in the actor base also work toward policy change, next to changes in core beliefs. We make suggestions how the advocacy coalition framework can inform analysis and theory building in transition studies. We also present first ideas about the interplay of socio-technical systems and policy systems.

Journal ArticleDOI
15 Dec 2016-Energy
TL;DR: In this paper, the authors developed a citywide UBEM based on official GIS datasets and a custom building archetype library for estimating citywide hourly energy demands at the building level.

Journal ArticleDOI
TL;DR: In this article, an interdisciplinary review on the co-evolving technical and social dynamics of decentralized energy systems focusing on Distributed Generation (DG), MicroGrids (MG), and Smart Microgrids (SMG), in order to draw insights for their integration in urban planning and policy, in particular reference to climate change mitigation and adaptation planning.
Abstract: The growth of Decentralized Energy Systems (DES) signals a new frontier in urban energy planning and design of local energy systems. As affordability of renewable energy technologies (RET) increases, cities and urban regions become the venues, not only for energy consumption but also for generation and distribution, which calls for systemic and paradigmatic change in local energy infrastructure. The decentralizing transitions of urban energy systems, particularly solar photovoltaic and thermal technologies, require a comprehensive assessment of their sociotechnical co-evolution – how technologies and social responses evolve together and how their co-evolution affects urban planning and energy policies. So far, urban planning literature has mainly focused on the impact of physical urban forms on efficiency of energy consumption, overlooking how the dynamics of new energy technologies and associated social responses affect local systems of energy infrastructure, the built environments and their residents. This paper provides an interdisciplinary review on the co-evolving technical and social dynamics of DES focusing on Distributed Generation (DG), MicroGrids (MG), and Smart MicroGrids (SMG), in order to draw insights for their integration in urban planning and policy, in particular reference to climate change mitigation and adaptation planning.

Journal ArticleDOI
TL;DR: The results of the model support the pollution haloes hypothesis which states that FDI brings in clean technology and improves the environmental standards, but an inverted U-shaped relationship (EKC) was not supported by the estimated model for the 21 Kyoto countries.
Abstract: This study examines the impact of foreign direct investment (FDI) and the potential of renewable energy consumption on carbon dioxide (CO2) emissions in 21 Kyoto countries using an unbalanced panel data. For this purpose, Environmental Kuznets Curve (EKC) hypothesis was tested using panel cointegration analysis. Panel causality tests show that there are significant long-run causalities from the variables to carbon emissions, renewable energy consumption, fossil fuel energy consumption and inflow foreign direct investments. The results of our model support the pollution haloes hypothesis which states that FDI brings in clean technology and improves the environmental standards. However, an inverted U-shaped relationship (EKC) was not supported by the estimated model for the 21 Kyoto countries. This means that economic growth cannot ensure environmental protection itself or environmental goals cannot await economic growth. Another important finding is that renewable energy consumption decreases carbon emissions. Based on the empirical results, some important policy implications emerge. Kyoto countries should stimulate the FDI inflows and usage of renewable energy consumption to mitigate the air pollution and meet the emission targets. This paper provides new insights into environment and energy policies through FDI inclusion.

Journal ArticleDOI
TL;DR: In this paper, an integrated life cycle sustainability assessment of the electricity sector in Turkey, considering environmental, economic and social aspects, is presented for the first time, and a multi-criteria decision analysis has been carried out to identify the most sustainable options assuming different stakeholder preferences.

Journal ArticleDOI
TL;DR: In this paper, the authors employed a 1990-2008 panel dataset to conduct an econometric analysis of policy instruments, namely, feed-in tariffs, quotas, tenders and tax incentives, in promoting renewable energy deployment in 27 EU countries and 50 US states.

Journal ArticleDOI
TL;DR: It is concluded that air pollution will not disappear on its own as economic growth increases, therefore, it is necessary to promote energy regulation measures to reduce environmental pollution.
Abstract: This study establishes the existence of a pattern of behavior, between economic growth and environmental degradation, consistent with the environmental Kuznets curve (EKC) hypothesis for 17 Organization for Economic Cooperation and Development (OECD) countries between 1990 and 2012. Based on this EKC pattern, it shows that energy regulation measures help reduce per capita greenhouse gas (GHG) emissions. To validate this hypothesis, we also add the explanatory variables: renewable energy promotion, energy innovation processes, and the suppression effect of income level on the contribution of renewable energy sources to total energy consumption. It aims to be a tool for decision-making regarding energy policy. This paper provides a two-stage econometric analysis of instrumental variables with the aim of correcting the existence of endogeneity in the variable GDP per capita, verifying that the instrumental variables used in this research are appropriate for our aim. To this end, it first makes a methodological contribution before incorporating additional variables associated with environmental air pollution into the EKC hypothesis and showing how they positively affect the explanation of the correction in the GHG emission levels. This study concludes that air pollution will not disappear on its own as economic growth increases. Therefore, it is necessary to promote energy regulation measures to reduce environmental pollution.

Journal ArticleDOI
TL;DR: In this article, the authors proposed harnessing of renewable potential in effective manner is becoming need of the era, which can provide sustainable power supply as well as mitigate the negative environmental impact due to fossil fuel.
Abstract: Energy is the major source for the economic development of any country. In case of the developing country like India, shortage of electricity work as a barrier for development. In recent years, India׳s energy consumption has been increasing at a relatively fast rate due to population growth and economic development. Rapid growth of the Indian economy places heavy demand of electric power. Presently most of the electric demand fulfilled by coal power plants and creates pressure on fossils fuel. Coal-based power generation is characterized by local and regional environmental degradation as well as greenhouse gas emissions, leading to climate change. Thus, there is need of enhance energy security along with reducing greenhouse gas emissions. Renewable energy is one of the environmentally friendly sources of energy. In present energy scenario harnessing of renewable potential in effective manner is becoming need of the era, which can provide sustainable power supply as well as mitigate the negative environmental impact due to fossil fuel.

Journal ArticleDOI
TL;DR: The benefits of dams are much less than is portrayed, partly because electricity is exported in electro-intensive products such as aluminum, creating little employment in Brazil as mentioned in this paper, and also because aluminum smelting consumes large amounts of electricity and helps drive dam-building worldwide.

Journal ArticleDOI
TL;DR: In this paper, the authors empirically analyzed how political factors affect the deployment of renewable energy sources and compared their explanatory power to that of other economic, energy and environmental drivers that have received greater attention in the literature so far.

Journal ArticleDOI
TL;DR: In this article, the authors discuss opportunities for change in households and organizations, primarily at short and intermediate timescales, and identify opportunities that have been underused in much of energy policy.
Abstract: Realizing the ambitious commitments of the 2015 Paris Climate Conference (COP21) will require new ways of meeting human needs previously met by burning fossil fuels. Technological developments will be critical, but so will accelerated adoption of promising low-emission technologies and practices. National commitments will be more achievable if interventions take into account key psychological, social, cultural and organizational factors that influence energy choices, along with factors of an infrastructural, technical and economic nature. Broader engagement of social and behavioural science is needed to identify promising opportunities for reducing fossil fuel consumption. Here we discuss opportunities for change in households and organizations, primarily at short and intermediate timescales, and identify opportunities that have been underused in much of energy policy. Based on this survey, we suggest design principles for interventions by governments and other organizations, and identify areas of emphasis for future social science and interdisciplinary research. Meeting carbon emissions commitments while providing necessary energy services means reducing fossil fuel consumption. This Review presents social science insights for increasing adoption of low-carbon and low-consumption technologies and engendering practice changes among households and organizations.

Journal ArticleDOI
TL;DR: In this paper, a comprehensive research in the field of energy poverty is undertaken in an attempt to highlight the great vulnerability of Greek households on energy poverty, in the middle of a severe economic crisis.

Journal ArticleDOI
TL;DR: In this paper, an analysis of structural decomposition of changes in CO2 emissions in Spain by using an enhanced Structural Decomposition Analysis (SDA) supported by detailed Input-Output tables from the World Input Output Database (2013) (WIOD) for the period 1995-2009 is presented.

Journal ArticleDOI
TL;DR: In this paper, a process-oriented modelling approach based on a comprehensive technology database for the industry sector in a national energy system model for the UK (UKTM), allowing quantification of the role of both decarbonisation of upstream energy vectors and of mitigation options in the industrial subcategories.