Smart Grid Analytics for Sustainability and Urbanization
Title | Smart Grid Analytics for Sustainability and Urbanization PDF eBook |
Author | Gontar, Zbigniew H. |
Publisher | IGI Global |
Pages | 306 |
Release | 2018-06-27 |
Genre | Computers |
ISBN | 1522539972 |
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 Grid Analytics for Sustainability and Urbanization in Big Data
Title | Smart Grid Analytics for Sustainability and Urbanization in Big Data PDF eBook |
Author | Sheraz Aslam |
Publisher | Mdpi AG |
Pages | 0 |
Release | 2023-11-13 |
Genre | Technology & Engineering |
ISBN | 9783036591735 |
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.
Data Analytics for Smart Grids Applications—A Key to Smart City Development
Title | Data Analytics for Smart Grids Applications—A Key to Smart City Development PDF eBook |
Author | Devendra Kumar Sharma |
Publisher | Springer Nature |
Pages | 466 |
Release | 2024-01-03 |
Genre | Computers |
ISBN | 3031460928 |
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.
Smart Grids and Big Data Analytics for Smart Cities
Title | Smart Grids and Big Data Analytics for Smart Cities PDF eBook |
Author | Chun Sing Lai |
Publisher | Springer Nature |
Pages | 403 |
Release | 2020-10-31 |
Genre | Technology & Engineering |
ISBN | 3030521559 |
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.
The Advanced Smart Grid: Edge Power Driving Sustainability, Second Edition
Title | The Advanced Smart Grid: Edge Power Driving Sustainability, Second Edition PDF eBook |
Author | Andres Carvallo |
Publisher | Artech House |
Pages | 293 |
Release | 2015-03-01 |
Genre | Technology & Engineering |
ISBN | 1608079643 |
Placing emphasis on practical “how-to” guidance, this cutting-edge resource provides a first-hand, insider’s perspective on the advent and evolution of smart grids in the 21st century. This book presents engineers, researchers, and students with the building blocks that comprise basic smart grids, including power plant, transmission substation, distribution, and meter automation. Moreover, this forward-looking volume explores the next step of this technology’s evolution. It provides a detailed explanation of how an advanced smart grid incorporates demand response with smart appliances and management mechanisms for distributed generation, energy storage, and electric vehicles. This updated second edition focuses on the disruptive impact of DER. This new edition also includes a glossary with well over 100 acronyms and terms, acknowledging the tremendous challenge for a student of smart energy and smart grid to grasp this complex industry.
Social Impacts of Smart Grids
Title | Social Impacts of Smart Grids PDF eBook |
Author | Wadim Strielkowski |
Publisher | Elsevier |
Pages | 342 |
Release | 2019-10-22 |
Genre | Business & Economics |
ISBN | 0128177713 |
Social Impacts of Smart Grids: The Future of Smart Grids and Energy Market Design explores the significant, unexplored societal consequences of our meteoric evolution towards intelligent, responsive and sustainable power generation and distribution systems—the so-called ‘smart grid’. These consequences include new patterns of consumption behavior, systems planning under increasing uncertainty, and the ever- growing complexities involved. The work covers the historical impact of the transformation, examines the changing role of production and consumption behavior, articulates the principles and options for socially responsible smart grid power market design, and explores social acceptance of the smart grid. Where relevant, it examines adjacent literatures from P2P electricity markets, electric vehicles, smart homes and smart cities, and related ‘internet of energy’ developments. Finally, it provides insights into mitigating the likely social consequences of our integrated low-carbon energy future. Evaluates the connections between the concept of sustainability and the social impacts of the smart grids Analyzes emerging trends in smart grids connected with trends towards the sharing economy Investigates environmental degradation awareness and environmental stewardship goals associated with smart grids Explores how to mitigate social challenges with effective smart grid power market design Integrates energy stewardship and social acceptance literatures into the discussion of the smart grid
Big Data Analytics Strategies for the Smart Grid
Title | Big Data Analytics Strategies for the Smart Grid PDF eBook |
Author | Carol L. Stimmel |
Publisher | CRC Press |
Pages | 252 |
Release | 2016-04-19 |
Genre | Computers |
ISBN | 1482218291 |
A comprehensive data analytics program is the only way utilities will be able to meet the challenges of modern grids with operational efficiency, while reconciling the demands of greenhouse gas legislation, and establishing a meaningful return on investment from smart grid deployments. This book addresses the requirements for applying big data technologies and approaches, including Big Data cybersecurity, to the critical infrastructure that makes up the electrical utility grid.