Sustainable Networks in Smart Grid

✍ Scribed by B.D. Deebak (editor), Fadi Al-Turjman (editor)

• Publisher: Academic Press
• Year: 2022
• Tongue: English
• Leaves: 295
• Edition: 1
• Category: Library

✦ Synopsis

Sustainable Networks in Smart Grid presents global challenges in smart metering with renewable energy resources, micro-grid design, communication technologies, big data, privacy and security in the smart grid. Providing an overview of different available PLC technologies and configurations and their applications in different sectors, this book provides case studies and practical implementation details of smart grid technology, paying special attention to Advanced Metering Infrastructure (AMI) scenarios with the presence of Distribution Grid (DG) and Electric Vehicles (EV).

Covering regulatory policies for energy storage, management strategies for microgrid operation, and key performance indicators for smart grid development, this reference compiles up-to-date information on different aspects of the Internet of Smart Metering. In addition, innovative contributions on Data Analytics, Energy Theft Detection, Data-Driven Framework, Blockchain–IoT-enabled Sensor Networks, and Smart Contacts in the Blockchain are also included.

✦ Table of Contents

Front Cover
Sustainable Networks in Smart Grid
Copyright Page
Contents
List of contributors
1 Smart Grid communication and information technologies for cyber security, data privacy, and policy issues
1.1 Introduction to Smart Grids
1.1.1 What is a Smart Grid?
1.1.2 Motivations/objectives of the Smart Grids
1.1.2.1 The rationale for Smart Grid technology
1.1.2.2 Main triggers of the development of Smart Grids
1.1.2.3 Power industry enabled by digital technologies
1.1.2.3.1 Putting the smarts into energy
1.1.2.3.2 New technologies come into play
1.1.2.3.3 Leap now
1.1.2.4 Objectives and motivations addressed across Smart Grids
1.1.2.4.1 Motives and objectives of Smart Grid
1.1.3 Smart Grid applications and characteristics
1.1.3.1 Requisitions of a Smart Grid
1.1.3.2 Smart Grid characteristics
1.1.4 Smart Grid infrastructure and challenges
1.1.4.1 Communication network in Smart Grids
1.1.4.1.1 Architectonics and technologies used in CPN
1.1.4.2 Demand response applications
1.1.4.3 Smart Grid intelligent information processing
1.1.4.4 Microgrid and integration of energy sources
1.1.4.5 Technical challenges in Smart Grids
1.1.4.5.1 Technical challenges
1.2 Evolution of the Power Grid
1.2.1 The Power Grid
1.2.2 Traditional Power Grid and energy management
1.2.3 Environmental issues in traditional Power Grids
1.2.4 Need for Smart Grid modernization
1.2.4.1 Smart Grid architecture
1.2.4.2 Smart Grid components
1.2.5 Energy sustainability in Smart Grids
1.2.5.1 Energy tolerance
1.2.6 Communication technologies and challenges in the implementation of Smart Grids
1.2.6.1 Key components of Smart Grids in the context of industry 4.0
1.2.6.2 Communication technologies in SGI 4.0
1.2.6.2.1 Integration technology
1.2.6.2.2 Network management technologies
1.2.6.3 SGI 4.0 challenges
1.2.6.3.1 Communication system challenges
1.2.6.3.2 Big data challenges
1.2.6.3.3 Challenges in cloud computing
1.2.6.3.4 Security challenges
1.2.6.3.5 Main attacks on the grid
1.3 Smart Grids and Cyber security in Industry 4.0
1.3.1 Smart Grids and security issues: a comprehensive overview and its classifications
1.3.2 Data privacy and security challenges in Smart Grids
1.3.3 Built-in security architecture and IoT conceptual model for Smart Grids
1.4 Conclusions and future work
References
2 Recent regulatory control changes related to energy storage in Asia: impact on the business cases
2.1 Introduction
2.1.1 Preliminary concepts
2.1.2 The role of energy reserves in the future
2.2 Theoretical background
2.2.1 History
2.2.2 Evaluation
2.2.3 Energy system
2.2.4 Characteristics
2.2.5 Existing mechanism
2.3 Energy storage classification
2.3.1 Definition and classification
2.3.2 Regularity changes in energy storage
2.3.3 Energy storage network charges
2.4 Energy storage treatment in the market
2.5 SWOT method analysis
2.6 Results and discussion
2.7 Conclusion
References
3 Smart home energy management system: concept, architecture, infrastructure, challenges, and energy management
3.1 Introduction
3.2 History and evolution of smart home energy management system
3.2.1 Possible technologies and solutions
3.3 Smart home energy management system: overview
3.3.1 Components
3.3.2 Infrastructure
3.4 Energy management
3.4.1 Energy consumption scheduling
3.4.2 Modeling and simulation
3.4.3 Home energy management
3.5 Technological issues and challenges
3.5.1 Smart home energy management system implementation challenges
3.6 Real-time solutions and recommendations
3.6.1 Optimal analysis of energy management system using multi-objective method
3.6.2 Smart home energy management system with dynamic pricing
3.6.3 Energy use optimization
3.6.4 Multi-agent systems for smart home energy management system
3.7 Future smart home energy management system
3.8 Conclusion
References
4 Role of power line communications in the Smart Grid: applications, challenges, and research initiatives
4.1 Introduction
4.2 Theoretical background
4.2.1 History and evolution
4.2.2 Characteristics and advantages
4.3 Power line communication: overview
4.3.1 Role of power line communication
4.3.2 Infrastructure: traditional to Smart Grid
4.3.2.1 Market
4.3.2.2 Operators
4.3.2.3 Consumer
4.3.2.4 Bulk power production
4.3.2.5 Service providers
4.3.2.6 Transmission and distribution
4.3.3 Communication standards
4.3.3.1 Power-line telecommunications
4.4 Power line communication’s: advanced technologies and applications
4.4.1 Smart metering
4.4.2 Automatic/advanced metering infrastructure
4.4.3 Home automation
4.4.4 Home networking and internet access
4.4.5 Vehicle to Grid
4.4.5.1 Algorithms for electric vehicle charging congestion control
4.5 Power line communications for the Smart Grid
4.6 Power line communications: applications and real-time solutions
4.6.1 Coal mining
4.6.2 Power systems
4.6.3 Air conditioning
4.6.4 Traffic modeling
4.7 Design challenges and technical issues
4.7.1 Minimum degrees of security
4.7.2 Noise
4.7.3 Traffic management issues
4.7.4 Configuration issues
4.8 Conclusions
References
5 Key performance indicator-based energy management strategies for microgrid operation
5.1 Introduction
5.2 Microgrid: an overview
5.2.1 The power supply and programmed load devices
5.2.2 Traditional electric supply
5.2.3 Advanced power supply models
5.2.4 Future technologies
5.3 Energy consumption strategies and methodologies
5.3.1 Worldwide energy consumption: outline
5.4 Microgrid operations
5.4.1 Grid-connected mode
5.4.2 The island mode
5.4.2.1 Smart grid: a security perspective
5.4.3 Electric microgrid
5.4.4 Modeling and architectures of microgrid
5.5 KPI: Key performance indicators
5.5.1 Power quality metrics
5.5.2 Reliability metrics
5.6 Conclusion
References
6 Smart energy optimization using new genetic algorithms in Smart Grids with the integration of renewable energy sources
6.1 Introduction
6.2 Structure of modern Smart Grid system
6.3 Renewable energy integration
6.3.1 Introduction to renewable energy source
6.3.1.1 Solar energy
6.3.2 Integration of renewable energy resource
6.3.3 Smart Grid electricity pricing policies
6.3.4 Problem formulation
6.4 Genetic algorithm
6.4.1 Literature survey
6.4.2 Proposed energy optimization technique
6.5 Results and discussion
6.6 Conclusions
References
7 Distributed semantic architecture for smart grids: an industrial approach
7.1 Introduction
7.1.1 Introduction to Industry 4.0
7.1.2 Introduction to distributed systems
7.1.3 Introduction to distributed architectures
7.2 Semantic distributed architectures
7.2.1 Thematic background
7.2.2 Introduction to semantic web
7.2.3 Characteristics of smart grid architecture
7.2.4 Semantic smart grid architectures
7.3 Smart grids: state-of-the-art
7.3.1 Introduction to smart grids
7.3.2 Smart components
7.3.3 Smart grid components
7.3.4 Smart distributed architectures
7.3.5 Communication exchange
7.4 Smart grid technologies
7.4.1 Concept
7.4.1.1 ZigBee
7.4.1.2 Remote mesh
7.4.1.3 Cell network communication
7.4.1.4 Electrical cable communication
7.4.1.5 Computerized subscriber lines
7.4.2 Applications
7.4.3 Merits and demerits
7.4.3.1 Merits or benefits of a smart grid
7.4.3.2 Drawbacks or disadvantages of a smart grid
7.4.3.3 Available for smart grid communication technologies
7.4.4 Issues
7.5 Industry approaches to smart grids
7.5.1 Introduction to industry approaches of smart grids
7.5.2 Industry approaches to smart grids
7.5.3 Industry applications
7.5.4 Opportunities and future challenges
7.5.4.1 Innovation advancements
References
8 Application of artificial intelligence and information and communication technology in the grid agricultural industry: bu...
8.1 Introduction
8.1.1 Comparison to other surveys
8.1.2 Scope of the survey
8.2 Application of artificial intelligence in the agricultural industry
8.2.1 Management of disease
8.2.2 Management of crops
Soil management
8.3 Application of information and communication technology in the agricultural industry
8.3.1 Improves economic growth
8.3.2 Agricultural chances
8.3.3 Profit ascent
8.4 Harnessing information and communication technology and artificial intelligence in agricultural industry
8.5 Artificial intelligence usage of computer networks in agricultural systems
8.6 Impacts of information and communication technology and artificial intelligence in the agriculture industry
8.7 Challenges and discussion
8.7.1 Big data
8.7.2 Accuracy and time
8.7.3 Implementation technique
8.7.4 Flexibility
8.7.5 High expense of information
8.8 Conclusion
References
9 Data protection and privacy preservation mechanisms for applications of IoT in smart grids using AI
9.1 Introduction
9.2 Literature review
9.3 Methodology
9.3.1 System description
9.3.2 Dataset description
9.3.3 Visualization
9.3.4 Computational environment
9.3.5 Techniques used
9.3.6 Experimental procedure
9.4 Results
9.4.1 Experimental parameters
9.4.2 Results discussion and comparison
9.5 Conclusion
References
10 An efficient lightweight privacy-preserving scheme for secondary users in cognitive radio networks
10.1 Introduction
10.1.1 Smart grid: information acquisition system
10.1.2 Smart grid: smart electrical distribution network/smart breaker
10.1.3 Smart grid: emerging technologies
10.1.4 Application of IoT in smart grids
10.2 Research background
10.2.1 Privacy preserving in cooperative spectrum sensing
10.2.2 Cybersecurity in smart grid
10.2.3 Smart grid with smart breaker
10.3 Preliminaries
10.3.1 Location-based privacy-preserving system
10.3.2 Security goals
10.4 Proposed lightweight efficient privacy-preserving mechanism
10.4.1 Initialization phase
10.4.2 Device authentication phase
10.4.3 Secret key session phase
10.5 Security analysis
10.6 Performance analysis
10.7 Conclusions
References
11 Smart grid metering: security, privacy, and open challenges
11.1 Introduction
11.2 Smart grid: an overview
11.3 Smart grid metering communication technologies
11.3.1 Home area network
11.3.2 Meter local area network
11.3.3 Wide area network
11.4 Smart grid metering: security and privacy
11.5 Security attacks based on smart metering networks
11.5.1 Security attacks on devices
11.5.2 Attacks on communications
11.5.3 Attacks on the entire environment
11.6 Security goals and open challenges
11.6.1 Data confidentiality
11.6.2 Security and privacy
11.6.3 Data usage
11.6.4 Fine-grained access control
11.6.5 Trust
11.6.6 Transparent auditing verifiability
11.6.7 Availability
11.6.8 Integrity
11.6.9 Tamper resistant
11.6.10 Nonrepudiation
11.6.11 Accountability
11.7 Conclusions
References
Index
Back Cover