Data Analytics In Power Markets
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Data Analytics In Power Markets
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Author : Qixin Chen
language : en
Publisher: Springer Nature
Release Date : 2021-10-01
Data Analytics In Power Markets written by Qixin Chen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-01 with Business & Economics categories.
This book aims to solve some key problems in the decision and optimization procedure for power market organizers and participants in data-driven approaches. It begins with an overview of the power market data and analyzes on their characteristics and importance for market clearing. Then, the first part of the book discusses the essential problem of bus load forecasting from the perspective of market organizers. The related works include load uncertainty modeling, bus load bad data correction, and monthly load forecasting. The following part of the book answers how much information can be obtained from public data in locational marginal price (LMP)-based markets. It introduces topics such as congestion identification, componential price forecasting, quantifying the impact of forecasting error, and financial transmission right investment. The final part of the book answers how to model the complex market bidding behaviors. Specific works include pattern extraction, aggregated supply curve forecasting, market simulation, and reward function identification in bidding. These methods are especially useful for market organizers to understand the bidding behaviors of market participants and make essential policies. It will benefit and inspire researchers, graduate students, and engineers in the related fields.
Smart Meter Data Analytics
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Author : Yi Wang
language : en
Publisher: Springer Nature
Release Date : 2020-02-24
Smart Meter Data Analytics written by Yi Wang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-24 with Business & Economics categories.
This book aims to make the best use of fine-grained smart meter data to process and translate them into actual information and incorporated into consumer behavior modeling and distribution system operations. It begins with an overview of recent developments in smart meter data analytics. Since data management is the basis of further smart meter data analytics and its applications, three issues on data management, i.e., data compression, anomaly detection, and data generation, are subsequently studied. The following works try to model complex consumer behavior. Specific works include load profiling, pattern recognition, personalized price design, socio-demographic information identification, and household behavior coding. On this basis, the book extends consumer behavior in spatial and temporal scale. Works such as consumer aggregation, individual load forecasting, and aggregated load forecasting are introduced. We hope this book can inspire readers to define new problems, apply novel methods, and obtain interesting results with massive smart meter data or even other monitoring data in the power systems.
Machine Learning And Data Science In The Power Generation Industry
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Author : Patrick Bangert
language : en
Publisher: Elsevier
Release Date : 2021-01-18
Machine Learning And Data Science In The Power Generation Industry written by Patrick Bangert and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-18 with Technology & Engineering categories.
Machine Learning and Data Science in the Power Generation Industry explores current best practices and quantifies the value-add in developing data-oriented computational programs in the power industry, with a particular focus on thoughtfully chosen real-world case studies. It provides a set of realistic pathways for organizations seeking to develop machine learning methods, with a discussion on data selection and curation as well as organizational implementation in terms of staffing and continuing operationalization. It articulates a body of case study-driven best practices, including renewable energy sources, the smart grid, and the finances around spot markets, and forecasting.
Digitalization Of Power Markets And Systems Using Energy Informatics
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Author : Umit Cali
language : en
Publisher: Springer Nature
Release Date : 2021-09-26
Digitalization Of Power Markets And Systems Using Energy Informatics written by Umit Cali and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-26 with Technology & Engineering categories.
The objective of this textbook is to introduce students and professionals to fundamental principles and techniques and emerging technologies in energy informatics and the digitalization of power markets and systems. The book covers such areas as smart grids and artificial intelligence (AI) and distributed ledger technology (DLT), with a focus on information and communication technologies (ICT) deployed to modernize the electric energy infrastructure. It also provides an overview of the smart grid and its main components: smart grid applications at transmission, distribution, and customer level, network requirements with communications technologies, and standards and protocols. In addition, the book addresses emerging technologies and trends in next-generation power systems, i.e., energy informatics, such as digital green shift, energy cyber-physical-social systems (E-CPSS), energy IoT, energy blockchain, and advanced optimization. Future aspects of digitalized power markets and systems will be discussed with real-world energy informatics projects. The book is designed to be a core text in upper-undergraduate and graduate courses such as Introduction to Smart Grids, Digitalization of Power Systems, and Advanced Power System Topics in Energy Informatics.
Magnetic Field Measurement With Applications To Modern Power Grids
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Author : Qi Huang
language : en
Publisher: John Wiley & Sons
Release Date : 2019-08-14
Magnetic Field Measurement With Applications To Modern Power Grids written by Qi Huang and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-14 with Technology & Engineering categories.
A comprehensive review of the development, challenges and utilisation of magnetic field measurement Magnetic Field Measurement with Applications to Modern Power Grids offers an authoritative review of the development of magnetic field measurement and the application of the technology to the smart grid. The authors, noted experts in the field, present the challenges to the field of magnetics and explore the use of cutting-edge magnetic technology in the development of the smart grid. In addition, the authors discussed the applications of magnetic field measurements in substations, generations systems, transmission systems and distribution systems. The specialized applications of magnetic field measurements in these venues are explored including the typical sensors used, the field strength levels and spectral frequencies involved and the mathematics that are needed to process data measurements. The book presents the complex topic of electromagnetics in clear and understandable terms. Magnetic Field Measurement with Applications to Modern Power Grids offers researchers in the magnetic community a guide to the progress of the smart grid and helps to inspire innovation of magnetic technologies in the smart grid. The technologies of measurement are a bridge between mathematical models and application oriented practice. The book is a guide to that bridge and: Offers a comprehensive review of the development of magnetic field measurement Shows how magnetic field measurement applies to the smart grid Outlines the challenges, trends and needs for future magnetic measurement systems Includes information on the need for levels of standardisation, smart grid applications and innovative sensors Written for researchers in smart grid, power engineers, power grid companies and professionals in the measurement and test industries, Magnetic Field Measurement with Applications to Modern Power Grids is an authoritative guide that offers a clear understanding of the relationship between the magnetic field measurement and power grids.
The Proceedings Of 2024 International Conference Of Electrical Electronic And Networked Energy Systems
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Author : Limin Jia
language : en
Publisher: Springer Nature
Release Date : 2025-02-13
The Proceedings Of 2024 International Conference Of Electrical Electronic And Networked Energy Systems written by Limin Jia and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-13 with Technology & Engineering categories.
This conference is one of the most significant annual events of the China Electrotechnical Society, showcasing the latest research trends, methodologies, and experimental results in electrical, electronic, and networked energy systems. The proceedings cover a wide range of cutting-edge theories and ideas, including topics such as power systems, power electronics, smart grids, renewable energy, energy integration in transportation, advanced power technologies, and the energy internet. The aim of these proceedings is to provide a key interdisciplinary platform for researchers, engineers, academics, and industry professionals to present groundbreaking developments in the field of electrical, electronic, and networked energy systems. It also offers engineers and researchers from academia, industry, and government a comprehensive view of innovative solutions that integrate concepts from multiple disciplines. These volumes serve as a valuable reference for researchers and graduate students in electrical engineering.
Smart Grid Using Big Data Analytics
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Author : Robert C. Qiu
language : en
Publisher: John Wiley & Sons
Release Date : 2017-01-23
Smart Grid Using Big Data Analytics written by Robert C. Qiu and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-23 with Technology & Engineering categories.
This book is aimed at students in communications and signal processing who want to extend their skills in the energy area. It describes power systems and why these backgrounds are so useful to smart grid, wireless communications being very different to traditional wireline communications.
Big Data Analytics For Cyber Physical System In Smart City
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Author : Mohammed Atiquzzaman
language : en
Publisher: Springer Nature
Release Date : 2020-12-17
Big Data Analytics For Cyber Physical System In Smart City written by Mohammed Atiquzzaman and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-17 with Computers categories.
This book gathers a selection of peer-reviewed papers presented at the second Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2020) conference, held in Shanghai, China, on 28–29 December 2020. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine learning, and big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all researchers and professionals interested in big data, smart cities, and cyber-physical systems.
Turkey Energy Outlook 2020
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Author : Prof. Carmine Difiglio
language : en
Publisher: Sabancı University Istanbul International Center for Energy and Climate
Release Date : 2020-11-11
Turkey Energy Outlook 2020 written by Prof. Carmine Difiglio and has been published by Sabancı University Istanbul International Center for Energy and Climate this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-11 with Business & Economics categories.
The Turkey Energy Outlook (TEO) proposes energy policies to further improve energy security, increase use of domestic energy resources, advance energy efficiency, build clean energy infrastructure, develop a more competitive energy market with cost-reflective energy pricing and also to support all necessary steps towards achieving a sustainable energy system in Turkey. The main themes include increased energy efficiency, higher use of renewable energy, improving electricity and natural gas markets, building Turkey’s first nuclear power plants, increased energy technology R&D and continuing and expanding the recent efforts to discover and produce more natural gas and oil. Turkey’s per capita energy and electricity consumption are less than half of the OECD average. As a country that is still developing, compared to Turkey’s OECD peers, the growth of energy services per capita will be much higher. This is necessary to accommodate increasing incomes, population growth, industrialization, urbanization, increased mobility and wider access to modern energy services. The Turkey Energy Outlook (TEO) provides an independent assessment of changing technological opportunities and policy priorities to secure an efficient, competitive and sustainable energy future. Two TEO Scenarios quantify the consequences of two different policy pathways out to 2040.
Governmental Power Market Ing In The Vu Chaos World
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Author : Wongmahesak, Kittisak
language : en
Publisher: IGI Global
Release Date : 2023-09-29
Governmental Power Market Ing In The Vu Chaos World written by Wongmahesak, Kittisak and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-29 with Law categories.
Governmental Power Market-Ing in the VU-CHAOS World is a thought-provoking book that explores the blended concepts of state governance, marketing, and management. This book offers a comprehensive examination of the dynamics and implications of governmental power in a rapidly changing world. Delve into this text to investigate the concept of government and its significance, as well as the rise of gerontocracy, where the elders exert influence over the state game, both in theory and practice. Further chapters explore topics such as the hidden agenda behind the development of government in governmental power marketing theory, the sources and status of government, strategies, and behavior of governments as buyers. The influences that shape governmental buying behavior and the implications for controlling governmental power are also examined. Readers will gain insights into future trends in government theory and practice, including strategic approaches for stateless players and net states. Case studies and comparative applications offer real-world examples and practical implications. Governmental Power Market-Ing in the VU-CHAOS World is an essential resource for academics, researchers, policymakers, and anyone interested in understanding the complex interplay between governmental power and market dynamics in today's evolving global landscape.