Artificial Intelligence and Machine Learning Algorithms for Engineering Applications (eBook, ePUB)

Redaktion: Arora, Krishan; Mahesh, Aeidapu; Sharma, Himanshu

• Format: ePub

Produktbeschreibung

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.

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 312
• Erscheinungstermin: 16. September 2025
• Englisch
• ISBN-13: 9781040406403
• Artikelnr.: 75085016

Autorenporträt

Krishan Arora is presently working as an associate professor, and head of the Department, of Power Systems in the School of Electronics and Electrical Engineering, at Lovely Professional University, Punjab. India. He has published more than 70 research papers in refereed Science Journals and Conferences. His areas of expertise include electrical machines, non-conventional energy sources, load frequency control, automatic generation control, and modernization of smart grids. He has taught courses like power electronics, non-conventional energy sources, electric drives, induction and synchronous machines, and digital electronics at senior undergraduate and graduate levels. Himanshu Sharma is currently working as an associate professor, at G.H. Raisoni College of Engineering and Management, Maharashtra, India. He has published research papers in journals and conferences of national and international repute. His area of expertise includes power electronics, optimization techniques, load-frequency control, automatic generation control, and modernization of smart grids. He has taught courses like power electronics, non-conventional energy sources, electric drives, induction and synchronous machines, and digital electronics. Aeidapu Mahesh works as an assistant professor, in the Department of Electrical Engineering, at Sardar Vallabhbhai National Institute of Technology, Surat, India. He has published journal papers and presented papers at national and international conferences. His research interests include hybrid renewable energy systems, evolutionary optimization techniques, power electronics, and drives.

Inhaltsangabe

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.