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Smart Grid Analytics for Sustainability and Urbanization in Big Data

2023-11-13 Technology & Engineering
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Release : 2023-11-13
Genre : Technology & Engineering
Kind : eBook
Book Rating : 735/5 ( reviews)

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Book Synopsis Smart Grid Analytics for Sustainability and Urbanization in Big Data by : Sheraz Aslam

Download or read book Smart Grid Analytics for Sustainability and Urbanization in Big Data written by Sheraz Aslam. This book was released on 2023-11-13. Available in PDF, EPUB and Kindle. Book excerpt: This reprint covers the following topics in the field of smart grids: 1. Optimal dg location and sizing to minimize losses and improve the voltage profile using garra rufa optimization. 2. Solar and wind energy forecasting for the green and intelligent migration of traditional energy sources. 3. Optimized micro-grid's operation with electrical-vehicle-based hybridized sustainable algorithm. 4. The detection of nontechnical losses in smart meters using a MLP-GRU deep model and augmenting data via theft attacks. 5. A hybrid deep-learning-based model for the detection of electricity losses using big data in power systems. 6. Load frequency control and automatic voltage regulation in a multi-area interconnected power system using nature-inspired computation-based control methodology. 7. Line overload alleviations in wind energy integrated power systems using automatic generation control. 8. Electric price and load forecasting using a CNN-based ensembler in a smart grid. 9. Day-ahead energy forecasting in a smart grid considering the demand response and microgrids. 10. A dragonfly optimization algorithm for extracting the maximum power of grid-interfaced pv systems. 11. An economic load dispatch problem with multiple fuels and valve point effects using a hybrid genetic-artificial fish swarm algorithm. 12. Incentive-based dynamic pricing in a smart grid.

Smart Grid Analytics for Sustainability and Urbanization

2018-06-27 Computers
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Release : 2018-06-27
Genre : Computers
Kind : eBook
Book Rating : 972/5 ( reviews)

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Book Synopsis Smart Grid Analytics for Sustainability and Urbanization by : Gontar, Zbigniew H.

Download or read book Smart Grid Analytics for Sustainability and Urbanization written by Gontar, Zbigniew H.. This book was released on 2018-06-27. Available in PDF, EPUB and Kindle. Book excerpt: Information and communication technologies play an essential role in the effectiveness and efficiency of smart city processes. Recognizing the role of process analysis in energy usage and how it can be enhanced is essential to improving city sustainability. Smart Grid Analytics for Sustainability and Urbanization provides emerging research on the development of information technology and communication systems in smart cities and smart grids. While highlighting topics such as process mining, innovation management, and sustainability optimization, this publication explores technology development and the mobilization of different environments in smart cities. This book is an important resource for graduate students, researchers, academics, engineers, and government officials seeking current research on how process analysis in energy usage is manifested and how it can be enhanced.

Smart Grids and Big Data Analytics for Smart Cities

2020-10-31 Technology & Engineering
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Release : 2020-10-31
Genre : Technology & Engineering
Kind : eBook
Book Rating : 559/5 ( reviews)

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Book Synopsis Smart Grids and Big Data Analytics for Smart Cities by : Chun Sing Lai

Download or read book Smart Grids and Big Data Analytics for Smart Cities written by Chun Sing Lai. This book was released on 2020-10-31. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive introduction to different elements of smart city infrastructure - smart energy, smart water, smart health, and smart transportation - and how they work independently and together. Theoretical development and practical applications are presented, along with related standards, recommended practices, and professional guidelines. Throughout the book, diagrams and case studies are provided that demonstrate the systems presented, and extensive use of scenarios helps readers better grasp how smart grids, the Internet of Things, big data analytics, and trading models can improve road safety, healthcare, smart water management, and a low-carbon economy. A must-read for practicing engineers, consultants, regulators, utility operators, and environmentalists involved in smart city development, the book will also appeal to city planners and designers, as well as upper-level undergraduate and graduate students studying energy, environmental science, technology, economics, signal processing, information science, and power engineering.

Smart Cities: A Data Analytics Perspective

2020-12-11 Technology & Engineering
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Release : 2020-12-11
Genre : Technology & Engineering
Kind : eBook
Book Rating : 227/5 ( reviews)

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Book Synopsis Smart Cities: A Data Analytics Perspective by : Mohammad Ayoub Khan

Download or read book Smart Cities: A Data Analytics Perspective written by Mohammad Ayoub Khan. This book was released on 2020-12-11. Available in PDF, EPUB and Kindle. Book excerpt: This book offers practical as well as conceptual knowledge of the latest trends, tools, techniques and methodologies of data analytics in smart cities. The smart city is an advanced technological area that is capable of understanding the environment by examining the data to improve the livability. The smart cities allow different kinds of wireless sensors to gather massive amounts, full speed and a broad range of city data. The smart city has a focus on data analytics facilitated through the IoT platforms. There is a need to customize the IoT architecture and infrastructures to address needs in application of specific domains of smart cities such as transportation, traffic, health and, environment. The smart cities will provide next generation development technologies for urbanization that includes the need of environmental sustainability, personalization, mobility, optimum energy utilization, better administrative services and higher quality of life. Each chapter presents the reader with an in-depth investigation regarding the possibility of data analytics perspective in smart cities. The book presents cutting-edge and future perspectives of smart cities, where industry experts, scientists, and scholars exchange ideas and experience about surrounding frontier technologies, breakthrough and innovative solutions and applications.

Data Analytics for Smart Grids Applications—A Key to Smart City Development

2024-01-03 Computers
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Release : 2024-01-03
Genre : Computers
Kind : eBook
Book Rating : 928/5 ( reviews)

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Book Synopsis Data Analytics for Smart Grids Applications—A Key to Smart City Development by : Devendra Kumar Sharma

Download or read book Data Analytics for Smart Grids Applications—A Key to Smart City Development written by Devendra Kumar Sharma. This book was released on 2024-01-03. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces big data analytics and corresponding applications in smart grids. The characterizations of big data, smart grids as well as a huge amount of data collection are first discussed as a prelude to illustrating the motivation and potential advantages of implementing advanced data analytics in smart grids. Basic concepts and the procedures of typical data analytics for general problems are also discussed. The advanced applications of different data analytics in smart grids are addressed as the main part of this book. By dealing with a huge amount of data from electricity networks, meteorological information system, geographical information system, etc., many benefits can be brought to the existing power system and improve customer service as well as social welfare in the era of big data. However, to advance the applications of big data analytics in real smart grids, many issues such as techniques, awareness, and synergies have to be overcome. This book provides deployment of semantic technologies in data analysis along with the latest applications across the field such as smart grids.

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