Smart Grids And Big Data Analytics For Smart Cities

Smart Grids and Big Data Analytics for Smart Cities PDF
Author: Chun Sing Lai
Publisher: Springer Nature
ISBN: 3030521559
Size: 58.87 MB
Format: PDF, Docs
Category : Technology & Engineering
Languages : en
Pages : 403
View: 1603

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Book Description: 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.

Data Science And Big Data Analytics In Smart Environments

Data Science and Big Data Analytics in Smart Environments PDF
Author: Taylor & Francis Group
Publisher: CRC Press
ISBN: 9780367407131
Size: 51.34 MB
Format: PDF
Category :
Languages : en
Pages : 275
View: 220

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Book Description: Most applications generate large datasets, like social networking and social influence programs, smart cities applications, smart house environments, Cloud applications, public web sites, scientific experiments and simulations, data warehouse, monitoring platforms, and e-government services. Data grows rapidly, since applications produce continuously increasing volumes of both unstructured and structured data. Large-scale interconnected systems aim to aggregate and efficiently exploit the power of widely distributed resources. In this context, major solutions for scalability, mobility, reliability, fault tolerance and security are required to achieve high performance and to create a smart environment. The impact on data processing, transfer and storage is the need to re-evaluate the approaches and solutions to better answer the user needs. A variety of solutions for specific applications and platforms exist so a thorough and systematic analysis of existing solutions for data science, data analytics, methods and algorithms used in Big Data processing and storage environments is significant in designing and implementing a smart environment. Fundamental issues pertaining to smart environments (smart cities, ambient assisted leaving, smart houses, green houses, cyber physical systems, etc.) are reviewed. Most of the current efforts still do not adequately address the heterogeneity of different distributed systems, the interoperability between them, and the systems resilience. This book will primarily encompass practical approaches that promote research in all aspects of data processing, data analytics, data processing in different type of systems: Cluster Computing, Grid Computing, Peer-to-Peer, Cloud/Edge/Fog Computing, all involving elements of heterogeneity, having a large variety of tools and software to manage them. The main role of resource management techniques in this domain is to create the suitable frameworks for development of applications and deployment in smart environments, with respect to high performance. The book focuses on topics covering algorithms, architectures, management models, high performance computing techniques and large-scale distributed systems.

Smart Grid Analytics For Sustainability And Urbanization

Smart Grid Analytics for Sustainability and Urbanization PDF
Author: Gontar, Zbigniew H.
Publisher: IGI Global
ISBN: 1522539972
Size: 33.99 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 306
View: 7193

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Book Description: 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.

Big Data Analytics For Smart And Connected Cities

Big Data Analytics for Smart and Connected Cities PDF
Author: Dey, Nilanjan
Publisher: IGI Global
ISBN: 1522562087
Size: 56.10 MB
Format: PDF, Mobi
Category : Technology & Engineering
Languages : en
Pages : 348
View: 916

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Book Description: To continue providing people with safe, comfortable, and affordable places to live, cities must incorporate techniques and technologies to bring them into the future. The integration of big data and interconnected technology, along with the increasing population, will lead to the necessary creation of smart cities. Big Data Analytics for Smart and Connected Cities is a pivotal reference source that provides vital research on the application of the integration of interconnected technologies and big data analytics into the creation of smart cities. While highlighting topics such as energy conservation, public transit planning, and performance measurement, this publication explores technology integration in urban environments as well as the methods of planning cities to implement these new technologies. This book is ideally designed for engineers, professionals, researchers, and technology developers seeking current research on technology implementation in urban settings.

Smart Cities Smart Regions Technische Wirtschaftliche Und Gesellschaftliche Innovationen

Smart Cities Smart Regions     Technische  wirtschaftliche und gesellschaftliche Innovationen PDF
Author: Jorge Marx Gómez
Publisher: Springer-Verlag
ISBN: 3658252103
Size: 55.68 MB
Format: PDF, Kindle
Category : Computers
Languages : de
Pages : 820
View: 617

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Book Description: In diesem Tagungsband zu den 10. BUIS-Tagen (20. Tagung der Fachgruppe Betriebliche Umweltinformationssysteme der Gesellschaft für Informatik e. V.) werden Thematiken „smarter“ Städte und Regionen unter Einsatz von nachhaltigen IKT-Lösungen in Beiträgen aus Wissenschaft und Praxis vorgestellt. Betriebliche Umweltinformationssysteme erfassen, analysieren und stellen hierbei umweltrelevante Daten für vielschichtige Prozesse bereit. Das Spektrum der Fachbeiträge zeigt die Vielfalt der Fragestellungen und den Einsatz von IKT-Lösungen in der Förderung der Ziele für eine nachhaltige Entwicklung auf. Wesentlichen Raum nehmen Beiträge zur Wissenschaftskooperation und zum Erfahrungstransfer zwischen afrikanischen und europäischen Wissenschaftlerinnen und Wissenschaftlern auf allen Themenfeldern der Tagung ein.

Smart Cities Big Data Prediction Methods And Applications

Smart Cities  Big Data Prediction Methods and Applications PDF
Author: Hui Liu
Publisher: Springer Nature
ISBN: 9811528373
Size: 27.73 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 314
View: 3258

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Book Description: Smart Cities: Big Data Prediction Methods and Applications is the first reference to provide a comprehensive overview of smart cities with the latest big data predicting techniques. This timely book discusses big data forecasting for smart cities. It introduces big data forecasting techniques for the key aspects (e.g., traffic, environment, building energy, green grid, etc.) of smart cities, and explores three key areas that can be improved using big data prediction: grid energy, road traffic networks and environmental health in smart cities. The big data prediction methods proposed in this book are highly significant in terms of the planning, construction, management, control and development of green and smart cities. Including numerous case studies to explain each method and model, this easy-to-understand book appeals to scientists, engineers, college students, postgraduates, teachers and managers from various fields of artificial intelligence, smart cities, smart grid, intelligent traffic systems, intelligent environments and big data computing.

Die Big Data Debatte

DIE BIG DATA DEBATTE PDF
Author: SUSANNE. KNORRE
Publisher: Springer-Verlag
ISBN: 3658272589
Size: 80.59 MB
Format: PDF
Category : Economic policy
Languages : de
Pages : 208
View: 2871

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Book Description: In dieser Open-Access-Publikation analysieren die Autoren die öffentliche Debatte um Chancen und Risiken von Big Data und diskutieren die konkreten Implikationen in verschiedenen Lebensbereichen. In einer repräsentativen Befragung vermessen sie das Wissen und die Einstellung der Bevölkerung zu Big Data. Im Ergebnis verhalten sich die Nutzer paradox, sorglos und besorgt zugleich. Gezeigt wird aber auch, an welchen Punkten die Bürger aufgeschlossen für einen neuen Umgang mit Big Data sind. Daten-Sharing, Open Data finden durchaus Akzeptanz, ebenso auch neue Muster für bestehende Branchen, jenseits der tradierten Vorstellungen. Der Inhalt Hindernisse und Lösungsangebote für eine Verständigung über den Umgang mit Massendaten Big Data, Data Analytics und Smart Services rund um Wohnen, Gesundheit und Mobilität Chancen und Risiken aus Sicht der Bürger Big Data: Bürgerschreck und Hoffnungsträger! Die Zielgruppen Dozierende und Studierende der Wirtschafts- und Sozialwissenschaften, Kommunikationswissenschaft, Wirtschaftspsychologie, Soziologie, Jura und Digital Leadership Praktikerinnen und Praktiker in IT, Versicherungswirtschaft, Politik und Journalismus Die Autoren Dr. Susanne Knorre ist Unternehmensberaterin und nebenberufliche Professorin für Kommunikationsmanagement an der Hochschule Osnabrück. Horst Müller-Peters ist Professor für Betriebswirtschaftslehre an der Technischen Hochschule Köln. Dr. Fred Wagner ist Professor für Versicherungslehre an der Universität Leipzig.

Big Data Analytics And Intelligent Techniques For Smart Cities

Big Data Analytics and Intelligent Techniques for Smart Cities PDF
Author: Taylor & Francis Group
Publisher: CRC Press
ISBN: 9780367753559
Size: 66.56 MB
Format: PDF
Category :
Languages : en
Pages : 296
View: 144

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Book Description: This comprehensive reference text discusses big data theory modeling and simulation for smart cities and examines case studies in a single volume. The text discusses how to develop a smart city and state of art including system design, system verification, real-time control and adaptation, internet of things, and testbeds. It covers applications of smart cities as they relate to smart transportation/connected vehicle (CV) and intelligent transportation systems (ITS) for improved mobility, safety, and environmental protection.

Internet Of Things And Big Data Analytics Toward Next Generation Intelligence

Internet of Things and Big Data Analytics Toward Next Generation Intelligence PDF
Author: Nilanjan Dey
Publisher: Springer
ISBN: 331960435X
Size: 35.17 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 549
View: 1557

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Book Description: This book highlights state-of-the-art research on big data and the Internet of Things (IoT), along with related areas to ensure efficient and Internet-compatible IoT systems. It not only discusses big data security and privacy challenges, but also energy-efficient approaches to improving virtual machine placement in cloud computing environments. Big data and the Internet of Things (IoT) are ultimately two sides of the same coin, yet extracting, analyzing and managing IoT data poses a serious challenge. Accordingly, proper analytics infrastructures/platforms should be used to analyze IoT data. Information technology (IT) allows people to upload, retrieve, store and collect information, which ultimately forms big data. The use of big data analytics has grown tremendously in just the past few years. At the same time, the IoT has entered the public consciousness, sparking people’s imaginations as to what a fully connected world can offer. Further, the book discusses the analysis of real-time big data to derive actionable intelligence in enterprise applications in several domains, such as in industry and agriculture. It explores possible automated solutions in daily life, including structures for smart cities and automated home systems based on IoT technology, as well as health care systems that manage large amounts of data (big data) to improve clinical decisions. The book addresses the security and privacy of the IoT and big data technologies, while also revealing the impact of IoT technologies on several scenarios in smart cities design. Intended as a comprehensive introduction, it offers in-depth analysis and provides scientists, engineers and professionals the latest techniques, frameworks and strategies used in IoT and big data technologies.

Internet Of Things For Smart Cities

Internet of Things for Smart Cities PDF
Author: Waleed Ejaz
Publisher: Springer
ISBN: 3319950371
Size: 20.23 MB
Format: PDF, ePub, Mobi
Category : Technology & Engineering
Languages : en
Pages : 66
View: 2761

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Book Description: This book introduces the concept of smart city as the potential solution to the challenges created by urbanization. The Internet of Things (IoT) offers novel features with minimum human intervention in smart cities. This book describes different components of Internet of Things (IoT) for smart cities including sensor technologies, communication technologies, big data analytics and security.