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Book A Human Side of the Smart Grid  Behavior Based Energy Efficiency From Renters Using Real Time Feedback and Competitive Performance Based Incentives

Download or read book A Human Side of the Smart Grid Behavior Based Energy Efficiency From Renters Using Real Time Feedback and Competitive Performance Based Incentives written by Daniel Fredman and published by . This book was released on 2018 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Our energy system is rapidly transforming, partially due to advances in internet and communications technologies that leverage an unprecedented amount of data. Industry proponents of the so-called "smart grid" suggest these technologies facilitate deeper engagement with end-users of energy (utility customers) that can in turn drive behavior-based changes and accelerate a renewable energy transition. While there has been progress in understanding how these technologies change consumer behavior using, for example, real-time feedback, it's unclear how specific segments (e.g., renters) respond to these interventions; it's also unclear why feedback is, or is not, producing changes in energy consumption. The literature suggests that behavioral strategies (e.g. information feedback, competitions, incentives) coupled with technology may present a way for utilities and efficiency programs to create savings--expanding opportunities for those often underserved by traditional approaches, such as renters--yet this coupling is not well understood, neither broadly (for all end users) nor specifically (for renters). This dissertation builds upon that literature and explores a human side of the smart grid, using a field experiment in renter households to test the interacting effects of real-time energy feedback and a novel form of financial incentive, referred to here as a competitive performance-based incentive. The experiment had two phases: phase one tested the feedback against a control group; phase two tested feedback, the incentive, and a combined treatment, against a control group. Results of these interventions were measured with pre- and post-treatment surveys as well as observed electricity consumption data from each household's smart meter. The results of this experiment are described in three papers. Paper one examines the interventions' individual and combined effectiveness at motivating renters to reduce or shift timing of electricity consumption. Feedback alone produced a significant savings effect in phase one. In phase two, the effect of the feedback wore off; the incentive alone had no significant effect; and the group that received feedback and the incentive experienced a doubling of savings relative to the effect of feedback alone, as observed in phase one. Paper two uses pre- and post-intervention survey data to examine how individual perceptions of energy change as a result of the interventions. Perception of large energy-using appliances changed the most in households that received feedback, suggesting that better information may lead to more effective behavior changes. Paper three leverages the results of the first two components to evaluate the policy implications and impacts on demand side management for utilities, efficiency programs, and the potential for behavior-based energy efficiency programs. Advocates of the smart grid must recognize the technology alone cannot produce savings without better engagement of end-users. Utility rate designers must carefully consider how time-based rates alone may over-burden those without the enabling technology to understand the impact of their energy choices.

Book Effectiveness of In home Feedback Devices in Conjunction with Energy Use Information on Residential Energy Consumption

Download or read book Effectiveness of In home Feedback Devices in Conjunction with Energy Use Information on Residential Energy Consumption written by Shaily Ruhgta and published by . This book was released on 2013 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: Residential energy consumption accounts for 22% of the total energy use in the United States. The consumer's perception of energy usage and conservation are very inaccurate which is leading to growing number of individuals who try to seek out ways to use energy more wisely. Hence behavioral change in consumers with respect to energy use, by providing energy use feedback may be important in reducing home energy consumption. Real-time energy information feedback delivered via technology along with feedback interventions has been reported to produce up to 20 percent declines in residential energy consumption through past research and pilot studies. There are, however, large differences in the estimates of the effect of these different types of feedback on energy use. As part of the Energize Phoenix Program, (a U.S. Department of Energy funded program), a Dashboard Study was conducted by the Arizona State University to estimate the impact of real-time, home-energy displays in conjunction with other feedback interventions on the residential rate of energy consumption in Phoenix, while also creating awareness and encouragement to households to reduce energy consumption. The research evaluates the effectiveness of these feedback initiatives. In the following six months of field experiment, a selected number of low-income multi-family apartments in Phoenix, were divided in three groups of feedback interventions, where one group received residential energy use related education and information, the second group received the same education as well as was equipped with the in-home feedback device and the third was given the same education, the feedback device and added budgeting information. Results of the experiment at the end of the six months did not lend a consistent support to the results from literature and past pilot studies. The data revealed a statistically insignificant reduction in energy consumption for the experiment group overall and inconsistent results for individual households when compared to a randomly selected control sample. However, as per the participant survey results, the study proved effective to foster awareness among participating residents of their own patterns of residential electricity consumption and understanding of residential energy use related savings.

Book The Economics of Regulation

Download or read book The Economics of Regulation written by Alfred E. Kahn and published by MIT Press. This book was released on 1988-06-22 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: As Chairman of the Civil Aeronautics Board in the late 1970s, Alfred E. Kahn presided over the deregulation of the airlines and his book, published earlier in that decade, presented the first comprehensive integration of the economic theory and institutional practice of economic regulation. In his lengthy new introduction to this edition Kahn surveys and analyzes the deregulation revolution that has not only swept the airlines but has transformed American public utilities and private industries generally over the past seventeen years. While attitudes toward regulation have changed several times in the intervening years and government regulation has waxed and waned, the question of whether to regulate more or to regulate less is a topic of constant debate, one that The Economics of Regulation addresses incisively. It clearly remains the standard work in the field, a starting point and reference tool for anyone working in regulation.Kahn points out that while dramatic changes have come about in the structurally competitive industries - the airlines, trucking, stock exchange brokerage services, railroads, buses, cable television, oil and natural gas - the consensus about the desirability and necessity for regulated monopoly in public utilities has likewise been dissolving, under the burdens of inflation, fuel crises, and the traumatic experience with nuclear plants. Kahn reviews and assesses the changes in both areas: he is particularly frank in his appraisal of the effect of deregulation on the airlines. His conclusion today mirrors that of his original, seminal work - that different industries need different mixes of institutional arrangements that cannot be decided on the basis of ideology.

Book Energy and Behavior

    Book Details:
  • Author : Marta Lopes
  • Publisher : Academic Press
  • Release : 2019-11
  • ISBN : 0128185678
  • Pages : 560 pages

Download or read book Energy and Behavior written by Marta Lopes and published by Academic Press. This book was released on 2019-11 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: Changes to energy behaviour -- the role of people and organisations in energy production, use and efficiency -- are critical to supporting a societal transition towards a low carbon and more sustainable future. However, which changes need to be made, by whom, and with what technologies are still very much under discussion. This book, developed by a diverse range of experts, presents an international and multi-faceted approach to the sociotechnical challenge of engaging people in energy systems and vice versa. By providing a multidisciplinary view of this field, it encourages critical thinking about core theories, quantitative and qualitative methodologies, and policy challenges. It concludes by addressing new areas where additional evidence is required for interventions and policy-making. It is designed to appeal to new entrants in the energy-efficiency and behaviour field, particularly those taking a quantitative approach to the topic. Concurrently, it recognizes ecological economist Herman Daly's insight: what really counts is often not countable. Introduces the major disciplinary and interdisciplinary approaches to understanding energy and behaviour Delivers a cross-sectoral overview including energy behaviour in buildings, industry, transportation, smart grids, and smart cities Reviews a selection of innovative energy behaviour modelling approaches, including agent-based modelling, optimization, and decision support Critically addresses the importance of interventions, policies, and regulatory design

Book Open Data and Energy Analytics

Download or read book Open Data and Energy Analytics written by Benedetto Nastasi and published by MDPI. This book was released on 2020-06-25 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Open data and policy implications coming from data-aware planning entail collection and pre- and postprocessing as operations of primary interest. Before these steps, making data available to people and their decision-makers is a crucial point. Referring to the relationship between data and energy, public administrations, governments, and research bodies are promoting the construction of reliable and robust datasets to pursue policies coherent with the Sustainable Development Goals, as well as to allow citizens to make informed choices. Energy engineers and planners must provide the simplest and most robust tools to collect, process, and analyze data in order to offer solid data-based evidence for future projections in building, district, and regional systems planning. This Special Issue aims at providing the state-of-the-art on open-energy data analytics; its availability in the different contexts, i.e., country peculiarities; and its availability at different scales, i.e., building, district, and regional for data-aware planning and policy-making. For all the aforementioned reasons, we encourage researchers to share their original works on the field of open data and energy analytics. Topics of primary interest include but are not limited to the following: 1. Open data and energy sustainability; 2. Open data science and energy planning; 3. Open science and open governance for sustainable development goals; 4. Key performance indicators of data-aware energy modelling, planning, and policy; 5. Energy, water, and sustainability database for building, district, and regional systems; 6. Best practices and case studies.

Book Physics of Social Interactions

Download or read book Physics of Social Interactions written by Orit Peleg and published by Frontiers Media SA. This book was released on 2022-11-08 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Use and Deployment of Mobile Device Technology for Real time Transit Information

Download or read book Use and Deployment of Mobile Device Technology for Real time Transit Information written by Carol L. Schweiger and published by Transportation Research Board. This book was released on 2011 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ch. 1. Introduction. Project background and objectives. Technical approach to the project. Report organization -- ch. 2. Literature review. Underlying technology. Mobile device technology. Characteristics of the mobile information. Resources required to provide mobile services. Contribution of mobile messaging to an overall agency communications strategy -- ch. 3. Characteristics of underlying technology. Mobile technology, and mobile information. Underlying technology and real-time mobile message types. Mobile technology. Characteristics of real-time information provided on mobile devices -- ch. 4. Resource requirements -- ch. 5. Contribution of mobile messaging to agency communications strategy -- ch. 6. Case studies. Tri-County Metropolitan Transportation District of Oregon (Portland, OR). Bay Area Rapid Transit District (Oakland, CA). LeeTran (Lee County/Fort Myers, FL). Transport for London (London, United Kingdom) -- ch. 7. Findings, lessons learned, and conclusions. Summary of project scope. Project findings. Lessons learned -- Conclusions -- Suggestions for future study -- References -- appendix A. Bibliography -- appendix B. Survey questionnaire -- appendix C. List of agencies responding to the survey -- appendix D. Additional information.

Book Intelligent Control in Energy Systems

Download or read book Intelligent Control in Energy Systems written by Anastasios Dounis and published by MDPI. This book was released on 2019-08-26 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: The editors of this Special Issue titled “Intelligent Control in Energy Systems” have attempted to create a book containing original technical articles addressing various elements of intelligent control in energy systems. In response to our call for papers, we received 60 submissions. Of those submissions, 27 were published and 33 were rejected. In this book, we offer the 27 accepted technical articles as well as one editorial. Authors from 15 countries (China, Netherlands, Spain, Tunisia, United Sates of America, Korea, Brazil, Egypt, Denmark, Indonesia, Oman, Canada, Algeria, Mexico, and the Czech Republic) elaborate on several aspects of intelligent control in energy systems. The book covers a broad range of topics including fuzzy PID in automotive fuel cell and MPPT tracking, neural networks for fuel cell control and dynamic optimization of energy management, adaptive control on power systems, hierarchical Petri Nets in microgrid management, model predictive control for electric vehicle battery and frequency regulation in HVAC systems, deep learning for power consumption forecasting, decision trees for wind systems, risk analysis for demand side management, finite state automata for HVAC control, robust μ-synthesis for microgrids, and neuro-fuzzy systems in energy storage.

Book Tackling Environmental Problems with the Help of Behavioural Insights

Download or read book Tackling Environmental Problems with the Help of Behavioural Insights written by OECD and published by OECD Publishing. This book was released on 2017-05-10 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report reviews recent developments in the application of behavioural insights to encourage more sustainable consumption, investment and compliance decisions by individuals and firms.

Book Behavioural Economics and the Environment

Download or read book Behavioural Economics and the Environment written by Alessandro Bucciol and published by Taylor & Francis. This book was released on 2023-02-15 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: Humans have long neglected to fully consider the impact of their behaviour on the environment. From excessive consumption of fossil fuels and natural resources to pollution, waste disposal, and, in more recent years, climate change, most people and institutions lack a clear understanding of the environmental consequences of their actions. The new field of behavioural environmental economics seeks to address this by applying the framework of behavioural economics to environmental issues, thereby rationalizing unexplained puzzles and providing a more realistic account of individual behaviour. This book provides a complete and rigorous overview of environmental topics that may be addressed and, in many instances, better understood by integrating a behavioural approach. This volume features state-of-the-art research on this topic by influential scholars in behavioural and environmental economics, focussing on the effects of psychological, social and cognitive factors on the decision-making process. It presents research performed using different methods and data collection mechanisms (e.g. laboratory experiments, field experiments, natural experiments, online surveys) on a variety of environmental topics (e.g. sustainability, natural resources). This book is a comprehensive and innovative tool for researchers and students interested in the behavioural economics of the environment and in the design of policy interventions aimed at reducing the human impact on the environment.

Book ECAI 2020

    Book Details:
  • Author : G. De Giacomo
  • Publisher : IOS Press
  • Release : 2020-09-11
  • ISBN : 164368101X
  • Pages : 3122 pages

Download or read book ECAI 2020 written by G. De Giacomo and published by IOS Press. This book was released on 2020-09-11 with total page 3122 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020), held in Santiago de Compostela, Spain, from 29 August to 8 September 2020. The conference was postponed from June, and much of it conducted online due to the COVID-19 restrictions. The conference is one of the principal occasions for researchers and practitioners of AI to meet and discuss the latest trends and challenges in all fields of AI and to demonstrate innovative applications and uses of advanced AI technology. The book also includes the proceedings of the 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020) held at the same time. A record number of more than 1,700 submissions was received for ECAI 2020, of which 1,443 were reviewed. Of these, 361 full-papers and 36 highlight papers were accepted (an acceptance rate of 25% for full-papers and 45% for highlight papers). The book is divided into three sections: ECAI full papers; ECAI highlight papers; and PAIS papers. The topics of these papers cover all aspects of AI, including Agent-based and Multi-agent Systems; Computational Intelligence; Constraints and Satisfiability; Games and Virtual Environments; Heuristic Search; Human Aspects in AI; Information Retrieval and Filtering; Knowledge Representation and Reasoning; Machine Learning; Multidisciplinary Topics and Applications; Natural Language Processing; Planning and Scheduling; Robotics; Safe, Explainable, and Trustworthy AI; Semantic Technologies; Uncertainty in AI; and Vision. The book will be of interest to all those whose work involves the use of AI technology.

Book Energy Economics

Download or read book Energy Economics written by Subhes C. Bhattacharyya and published by Springer Nature. This book was released on 2019-11-02 with total page 849 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an updated and expanded overview of basic concepts of energy economics and explains how simple economic tools can be used to analyse contemporary energy issues in the light of recent developments, such as the Paris Agreement, the UN Sustainable Development Goals and new technological developments in the production and use of energy. The new edition is divided into four parts covering concepts, issues, markets, and governance. Although the content has been thoroughly revised and rationalised to reflect the current state of knowledge, it retains the main features of the first edition, namely accessibility, research-informed presentation, and extensive use of charts, tables and worked examples. This easily accessible reference book allows readers to gain the skills required to understand and analyse complex energy issues from an economic perspective. It is a valuable resource for students and researchers in the field of energy economics, as well as interested readers with an interdisciplinary background.

Book Learning Analytics

    Book Details:
  • Author : Johann Ari Larusson
  • Publisher : Springer
  • Release : 2014-07-04
  • ISBN : 1461433053
  • Pages : 203 pages

Download or read book Learning Analytics written by Johann Ari Larusson and published by Springer. This book was released on 2014-07-04 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: In education today, technology alone doesn't always lead to immediate success for students or institutions. In order to gauge the efficacy of educational technology, we need ways to measure the efficacy of educational practices in their own right. Through a better understanding of how learning takes place, we may work toward establishing best practices for students, educators, and institutions. These goals can be accomplished with learning analytics. Learning Analytics: From Research to Practice updates this emerging field with the latest in theories, findings, strategies, and tools from across education and technological disciplines. Guiding readers through preparation, design, and examples of implementation, this pioneering reference clarifies LA methods as not mere data collection but sophisticated, systems-based analysis with practical applicability inside the classroom and in the larger world. Case studies illustrate applications of LA throughout academic settings (e.g., intervention, advisement, technology design), and their resulting impact on pedagogy and learning. The goal is to bring greater efficiency and deeper engagement to individual students, learning communities, and educators, as chapters show diverse uses of learning analytics to: Enhance student and faculty performance. Improve student understanding of course material. Assess and attend to the needs of struggling learners. Improve accuracy in grading. Allow instructors to assess and develop their own strengths. Encourage more efficient use of resources at the institutional level. Researchers and practitioners in educational technology, IT, and the learning sciences will hail the information in Learning Analytics: From Research to Practice as a springboard to new levels of student, instructor, and institutional success.

Book Consumer Energy Conservation Behavior After Fukushima

Download or read book Consumer Energy Conservation Behavior After Fukushima written by Isamu Matsukawa and published by Springer. This book was released on 2016-05-12 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an in-depth empirical analysis of consumer response to alternative policies for energy conservation. Its main focus is on innovative policy instruments that have attracted increasing attention from academics and energy conservation practitioners alike: critical peak pricing, conservation requests, in-home displays, and home energy reports. The book investigates the effects of these policy instruments on residential demand for electricity. The data is drawn from a series of randomized field experiments for the years 2012–2013 in Japan, where serious concerns about power shortages have emerged in the wake of the nuclear disaster in Fukushima. By applying econometric techniques to the quantitative analysis of residential power consumption, the book demonstrates how consumers respond to innovative instruments for energy conservation. It also offers new perspectives on how these instruments can be used more effectively and explores the potential for their practical implementation. This highly informative book is essential reading for energy specialists in both academic and professional contexts.

Book Behavioural Insights and Public Policy Lessons from Around the World

Download or read book Behavioural Insights and Public Policy Lessons from Around the World written by OECD and published by OECD Publishing. This book was released on 2017-03-01 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report discusses the use and reach of behavioural insights, drawing on a comprehensive collection of over 100 applications across the world and policy sectors.

Book Electricity Requirements for a Digital Society

Download or read book Electricity Requirements for a Digital Society written by Walter S. Baer and published by Rand Corporation. This book was released on 2002-12-17 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: Greater use of information and communications technologies (ICTs) marks a U.S. transition toward a "digital society" that may profoundly affect electricity supply, demand, and delivery. RAND developed four 2001-2021 scenarios of ICT evolution and assessed their implications for U.S. electricity requirements. Even large deployment of ICTs will only modestly increase U.S. electricity use over the next two decades. The more pressing concern will be how to meet the increased need for higher-quality and more-reliable power that accompanies ICT use.