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Full Description
This book comprehensively covers core algorithms and techniques used in artificial intelligence (AI) and machine learning (ML) for engineering applications. It further explores the use of AI in civil and structural engineering, quality control, and product design.
Features:
Presents autonomous robots using onboard computing and artificial intelligence (AI) algorithms to process the data from their sensors and make real-time decisions
Discusses nature-based optimization-based computing techniques to enhance the computational speed for solving engineering problems
Provides conceptual and practical knowledge about the design of modern computation techniques with advanced tools and methodologies
Highlights the importance of using smart techniques including AI and ML in product design and development
Covers time series analysis and forecasting in engineering, robotic process automation, and autonomous robots in manufacturing
The text is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communications engineering, computer science and engineering, manufacturing engineering, and environmental engineering.
Contents
1. Design and Simulation of an Advanced MPPT Controller for Efficiency Enhancement of Solar Power Plant. 2. Transformers in Clickbait Detection: Benchmarking State-of-the-Art Techniques. 3. Grid-based Coverage Path Planning for UAV with No-Fly Zone Avoidance: A Greedy Approach. 4. Artificial Intelligence-based Exploring the Influence of Numerology on Human Life. 5. An Enhanced Position Updating Strategy for Salp Swarm Algorithm to Solve Global Optimization Problems. 6. Comparative Analysis of Guanine and Thymine Conductance for DNA-Based Molecular Electronics: Insights into Nanoelectronic Applications. 7. AI in Robotics and Automation. 8. Detection of Cyberattacks in Cyber-Physical Microgrid using Machine Learning Techniques. 9. Double Gate Junction Less Field Effect Transistor Circuit Based on Low Power Applications. 10. Enhanced Grey Wolf Optimizer to Improve the Power Quality in Multilevel Inverter. 11. Sustainable Application of Blockchain in Food Supply Chains: Criteria in Selecting a Sustainable Blockchain Technology Service Provider. 12. Application Scenario of AI-enabled Architectures in Next Generation Wireless Networks. 13. Secure Session Key and Communal Verification Protocol Implementation in IOV Network. 14. AI-Driven Innovations in Medical Care. 15. Role of Artificial Intelligence in Robotics Applications. 16. AI-Powered Robotics and Automation: Revolutionizing Industries. 17. Introduction to AI and ML in Engineering. 18. Impact of Automation and Control Systems on Industry.
