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Full Description
This book discusses various artificial intelligence and machine learning applications concerning smart buildings. It includes how renewable energy sources are integrated into smart buildings using suitable power electronic devices. The deployment of advanced technologies with monitoring, protection, and energy management features is included, along with a case study on automation. Overall, the focus is on architecture and related applications, such as power distribution, microgrids, photovoltaic systems, and renewable energy aspects. The chapters define smart building concepts and their related benefits.
FEATURES
Discusses various aspects of the role of the Internet of things (IoT) and machine learning in smart buildings
Explains pertinent system architecture and focuses on power generation and distribution
Covers power-enabling technologies for smart cities
Includes photovoltaic system-integrated smart buildings
This book is aimed at graduate students, researchers, and professionals in building systems engineering, architectural engineering, and electrical engineering.
Contents
1. Building Smart Cities and Smarter Data Centers for the 21st-Century Global Citizen: A Brief Study 2. Big Data for SMART Sensor and Intelligent Electronic Devices - Building Application 3. IoT-Based Condition Monitoring and Automatic Control of Rotating Machines 4. Design of CNTFET-Based Ternary Processor for IoT Devices 5. IoT-Based Smart Buildings 6. Benefits of Smart Buildings 7. An Approach to Realize Luxury Transit Residential Tower Aided with State-of-the-Art Automation Technologies 8. ANN-Based Overcurrent Relay Using the Levenberg-Marquardt Algorithm for Smart Cities 9. A Neural Network-Based Vector Control Scheme for Regenerative Converters to Use in Elevator Systems 10. Protection in Smart Building: Mini Review 11. A Review of Bio-Inspired Computational Intelligence Algorithms in Electricity Load Forecasting 12. Arduino-Based Fault Detection Schemes for DC Microgrids 13. Characterizing Voltage-Dependent Loads and Frequency-Dependent Loads for Load Stability Analysis 14. Enabling Technologies for Smart Buildings: High Power Density Power Electronic Converters 15. Benefits of Smart Meters in Institutional Building - A Case Study 16. Placement of Distributed Generation (DG) and Reconfiguration in Radial Distribution Systems - A Review in View of the Smart Building Concept 17. Photovoltaic System-Integrated Smart Buildings: Mini Review 18. Design of a Hybrid Photovoltaic and Battery Energy Storage System Using HOMER Software 19. AI Applications to Renewable Energy - An Analysis 20. Development of UAV-Based Aerial Observation Platform to Monitor Medium-Voltage Networks in Urban Areas
