Download or read book Modeling and Forecasting Electricity Consumption Amid the COVID 19 Pandemic written by Lanouar Charfeddine and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accurately modelling and forecasting electricity consumption is a key prerequisite for strategic sustainable energy planning and development. In this study, we use four advanced econometrics time series models and four machine learning (ML) and deep learning models including an AR with seasonality, ARX, ARFIMAX, 3S-MSARX, Prophet, XGBoost, LSTM and SVR to analyze and forecast electricity consumption during COVID-19 pre-lockdown, lockdown, releasing-lockdown, and post-lockdown phases. We use monthly data on Qatar's total electricity consumption from January 2010 to December 2021. The empirical findings demonstrate that both econometric and ML models can capture most of the important statistical features characterizing electricity consumption (e.g., seasonality, sudden changes, outliers, trend, and potential long-lasting impact of shocks). In particular, we find that climate change based factors, e.g temperature, rainfall, mean sea-level pressure and wind speed, are key determinants of electricity consumption. In terms of forecasting, the results indicate that the ARFIMAX(1,d,0) and the 3S-MSARX(1) models outperform all other models. Policy implications and energy-environmental recommendations are proposed and discussed.
Download or read book Emerging Technologies During the Era of COVID 19 Pandemic written by Ibrahim Arpaci and published by Springer Nature. This book was released on 2021-03-20 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book tackles the recent research directions in using the newly emerged technologies during the era of COVID-19 pandemic. It mainly focuses on using emerging technologies and their impact on health care, education, and society. It also provides insights into the current challenges and constraints in using technologies during the era of COVID-19 pandemic and exposes new opportunities for future research in the domain.
Download or read book On Sociology written by John H. Goldthorpe and published by Oxford University Press, USA. This book was released on 2000 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended for scholars and students of sociology, social science methodology, business, economics, and social researchers.
Download or read book Panel Data Econometrics with R written by Yves Croissant and published by John Wiley & Sons. This book was released on 2018-08-10 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Panel Data Econometrics with R provides a tutorial for using R in the field of panel data econometrics. Illustrated throughout with examples in econometrics, political science, agriculture and epidemiology, this book presents classic methodology and applications as well as more advanced topics and recent developments in this field including error component models, spatial panels and dynamic models. They have developed the software programming in R and host replicable material on the book’s accompanying website.
Download or read book The Handbook of Energy Policy written by Farhad Taghizadeh-Hesary and published by Springer Nature. This book was released on 2023-04-29 with total page 970 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Energy Policy is a unique and novel reference for addressing the policy implications of energy demand and supply from their economic, political, social, planning, and environmental aspects. The Handbook of Energy Policy provides several studies from the global, regional, national, or local perspectives that are of wider policy significance. Studies provided in this book are of interest to the international organizations, governments, public and private sector entities, local communities, universities, research institutions, and other non-governmental organizations. Topics covered in the Handbook of Energy Policy are including energy security, energy poverty, energy finance, energy pricing, energy and environment, energy and sustainability, energy and growth, energy efficiency, energy trade, technological innovation and energy, energy transition, energy nexus studies, economics, and policy of fossil fuels, economics, and policy of renewable and green energies. The policy recommendations provided in all chapters are supported by a rigorous empirical or theoretical analysis.
Download or read book Global Trends 2040 written by National Intelligence Council and published by Cosimo Reports. This book was released on 2021-03 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The ongoing COVID-19 pandemic marks the most significant, singular global disruption since World War II, with health, economic, political, and security implications that will ripple for years to come." -Global Trends 2040 (2021) Global Trends 2040-A More Contested World (2021), released by the US National Intelligence Council, is the latest report in its series of reports starting in 1997 about megatrends and the world's future. This report, strongly influenced by the COVID-19 pandemic, paints a bleak picture of the future and describes a contested, fragmented and turbulent world. It specifically discusses the four main trends that will shape tomorrow's world: - Demographics-by 2040, 1.4 billion people will be added mostly in Africa and South Asia. - Economics-increased government debt and concentrated economic power will escalate problems for the poor and middleclass. - Climate-a hotter world will increase water, food, and health insecurity. - Technology-the emergence of new technologies could both solve and cause problems for human life. Students of trends, policymakers, entrepreneurs, academics, journalists and anyone eager for a glimpse into the next decades, will find this report, with colored graphs, essential reading.
Download or read book Advances in Managing Energy and Climate Risks written by Stéphane Goutte and published by Springer Nature. This book was released on 2021-04-21 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents research related to energy and environmental technologies in the context of market liberalization and global warming. It focuses on the development and efficient use of alternative energy sources, implementation of sustainable energy policies, power generation, and energy finance. Advances in Managing Energy and Climate Risks provides readers with the necessary information to use energy sources more efficiently, discover cleaner energy sources and their applications, and urge consumers and producers to make changes to reach a carbon-neutral economy through financial, technological, regulatory and tax incentives.
Download or read book Powering the Digital Economy Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.
Download or read book Death and Mourning Processes in the Times of the Coronavirus Pandemic COVID 19 written by Lydia Gimenez-Llort and published by Frontiers Media SA. This book was released on 2022-05-05 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Handbook of Research on Green Circular and Digital Economies as Tools for Recovery and Sustainability written by Ordóñez de Pablos, Patricia and published by IGI Global. This book was released on 2022-03-11 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Global society has simultaneously faced several unprecedented health, social, and economic challenges. Countries need to recover economic growth quickly, boost productivity and job creation, invest in smart healthcare systems and services, and work toward a climate-neutral and circular economy. The Handbook of Research on Green, Circular, and Digital Economies as Tools for Recovery and Sustainability explores new and emerging frameworks, tools, and strategies to support companies and economies toward a green and digital transformation. It analyzes the role of disruptive technologies, innovative green technologies, and emerging practices all over the world. Covering topics such as corporate sustainability, digital banking, and national innovation systems, this major reference work is an essential resource for educational administration, politicians, government officials, global business leaders, managing directors, libraries, researchers, academicians, educators, and students.
Download or read book Information and Communication Technologies in Tourism 2021 written by Wolfgang Wörndl and published by Springer Nature. This book was released on 2021-01-11 with total page 587 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book is the proceedings of the International Federation for IT and Travel & Tourism (IFITT)’s 28th Annual International eTourism Conference, which assembles the latest research presented at the ENTER21@yourplace virtual conference January 19–22, 2021. This book advances the current knowledge base of information and communication technologies and tourism in the areas of social media and sharing economy, technology including AI-driven technologies, research related to destination management and innovations, COVID-19 repercussions, and others. Readers will find a wealth of state-of-the-art insights, ideas, and case studies on how information and communication technologies can be applied in travel and tourism as we encounter new opportunities and challenges in an unpredictable world.
Download or read book The Distributional Implications of the Impact of Fuel Price Increases on Inflation written by Mr. Kangni R Kpodar and published by International Monetary Fund. This book was released on 2021-11-12 with total page 34 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper investigates the response of consumer price inflation to changes in domestic fuel prices, looking at the different categories of the overall consumer price index (CPI). We then combine household survey data with the CPI components to construct a CPI index for the poorest and richest income quintiles with the view to assess the distributional impact of the pass-through. To undertake this analysis, the paper provides an update to the Global Monthly Retail Fuel Price Database, expanding the product coverage to premium and regular fuels, the time dimension to December 2020, and the sample to 190 countries. Three key findings stand out. First, the response of inflation to gasoline price shocks is smaller, but more persistent and broad-based in developing economies than in advanced economies. Second, we show that past studies using crude oil prices instead of retail fuel prices to estimate the pass-through to inflation significantly underestimate it. Third, while the purchasing power of all households declines as fuel prices increase, the distributional impact is progressive. But the progressivity phases out within 6 months after the shock in advanced economies, whereas it persists beyond a year in developing countries.
Download or read book Crisis after the Crisis Economic Development in the New Normal written by Luminita Chivu and published by Springer Nature. This book was released on with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Artificial Intelligence and Soft Computing written by Leszek Rutkowski and published by Springer. This book was released on 2018-05-11 with total page 774 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 10841 and LNAI 10842 constitutes the refereed proceedings of the 17th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2018, held in Zakopane, Poland in June 2018. The 140 revised full papers presented were carefully reviewed and selected from 242 submissions. The papers included in the first volume are organized in the following three parts: neural networks and their applications; evolutionary algorithms and their applications; and pattern classification.
Download or read book China After Covid 19 written by Alessia Amighini and published by Ledizioni. This book was released on 2021-07-20 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: The coronavirus pandemic that has rocked China since December 2019 has posed a gruelling test for the resilience of the country’s national economy. Now, as China emerges from its Covid-induced “recession”, it feels like the worst is behind it. How did China manage to come out almost unscathed from the worst crisis in over a century?This Report examines how China designed and implemented its post-Covid recovery strategy, focussing on both the internal and external challenges the country had to face over the short- and medium-run.The book offers a comprehensive argument suggesting that, despite China having lost economic and political capital during the crisis, Beijing seems to have been strengthened by the “pandemic test”, thus becoming an even more challenging “partner, competitor and rival” for Western countries.
Download or read book Digitizing Production Systems written by Numan M. Durakbasa and published by Springer Nature. This book was released on 2021-11-10 with total page 893 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains selected papers from International Symposium for Production Research 2021, held on October 7–9, 2021, online, Turkey. The book reports recent advances in production engineering and operations. It explores topics including production research; production management; operations management; industry 4.0; industrial engineering; mechanical engineering; engineering management; and operational research. Presenting real-life applications, case studies, and mathematical models, this book is of interest to researchers, academics, and practitioners in the field of production and operation engineering. It provides both the results of recent research and practical solutions to real-world problems.
Download or read book Time Series Analysis written by Jonathan D. Cryer and published by Springer Science & Business Media. This book was released on 2008-04-04 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an accessible approach to understanding time series models and their applications. The ideas and methods are illustrated with both real and simulated data sets. A unique feature of this edition is its integration with the R computing environment.
