| Description |
1 online resource (251 p.) |
| Series |
Explainable AI (XAI) for Engineering Applications Series |
|
Explainable AI (XAI) for Engineering Applications Series
|
| Contents |
Cover -- Half Title -- Series -- Title -- Copyright -- Contents -- Preface -- About the Editors -- List of Contributors -- 1 Necessities of Big Data in Smart Grid -- 1.1 Introduction -- 1.1.1 Indian Old Grid -- 1.1.2 New Progression in Grids -- 1.1.3 Smart Grid Present and Future Drift -- 1.1.4 Brief Description for the Necessity of Big Data in Smart Grid -- 1.2 Notion for Today's Electricity Grid -- 1.2.1 Scenario of Today's Grid -- 1.2.2 Determination of Operating Challenges -- 1.2.3 Example of Challenges like Blackouts and Cyber Theft -- 1.3 Futuristic Smart Grids and Other Energy Systems |
|
1.3.1 Need of Smart Grid -- 1.3.2 Practices to Overcome the Active Challenges -- 1.3.3 Comparison Table of Existing Grid and Smart Grid -- 1.3.4 Future Direction in Operation of Smart Grid -- 1.3.5 Inclusion of Renewable Energy and Other Energy Systems -- 1.4 Energy in Numbers -- 1.4.1 Need of Energy Analysis -- 1.4.2 Energy and Data -- 1.4.3 Huge Data Generation in Grid -- 1.4.4 Data Analysis Requirement in Grid -- 1.5 Self-Healing and Adaptiveness -- 1.5.1 Smart Grid Major Advantages -- 1.5.2 Self-Healing Purpose -- 1.5.3 Smart Grid Adaptiveness in Operation |
|
1.6 Major Necessities of Big Data in Smart Grid -- 1.6.1 Cyber Security and Privacy -- 1.6.2 Edge Analytics Involvement -- 1.7 Recommendations and Future Directions -- 1.8 Conclusion -- 2 Challenges and Opportunities in the Development of a Smart Grid System in India -- 2.1 Introduction -- 2.2 Components of a Smart Grid -- 2.3 Smart Grid (SG) Technologies -- 2.4 Traditional Electricity Grid System vs. Smart Grid System -- 2.4.1 Traditional Electricity Grid System -- 2.4.2 Smart Grid System -- 2.5 Development of Smart Grid in India -- 2.5.1 Smart Grid Pilot Projects in India |
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2.6 Challenges in Development of Smart Grid System -- 2.6.1 Sociocultural -- 2.6.2 Collaboration of Stakeholders -- 2.6.3 Role of Government -- 2.7 Conclusion -- 3 Why Big Data for Smart Cities? -- 3.1 Introduction: Big Data -- 3.2 IOT -- Internet of Things -- 3.3 Smart Environment -- 3.4 Smart Cities -- 3.5 New Forms of Urban Communication: The Rise of the Smart City -- 3.6 How Big Data Impacts Smart Cities -- 3.7 Sustainable Development in Smart Cities and Big Data -- 3.8 Energy Management in Smart Cities -- 3.9 Energy Storage in Smart Cities -- 3.10 Renewable Energy Source in Smart Cities |
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3.11 Electricity Consumption in Smart Cities -- 3.12 Smart Grids -- 3.13 Conclusion -- 4 Big Data for Smart Grid: A Way Forward -- 4.1 Introduction: Concept of Smart Grids -- 4.2 Smart Grid Architecture Model (SGAM) -- 4.3 Need of Data Analytics in Smart Grid -- 4.4 Current Use of Data Analytics in the Smart Grid -- 4.5 Big Data Characteristics in Smart Grid -- 4.6 Evolution Cloud Computing -- 4.7 Edge Computing in Smart Cities Using Big Data -- 4.8 Cloud Computing for Smart Grid and Big Data -- 4.9 Data Sources in Smart Grids -- 4.10 Intelligent Processing Techniques for Big Data |
| Notes |
Description based upon print version of record |
|
4.11 Conclusion |
| Subject |
Computer science.
|
|
Computer science.
|
| Form |
Electronic book
|
| Author |
Asija, Divya
|
|
Salkuti, Surender
|
| ISBN |
9781003828006 |
|
1003828000 |
|
