Intelligent Additive Manufacturing and Advanced Fabrication for Aerospace Applications: Volume 04: Integration of AI and ML into Manufacturing - 04
edited by: Gurbhej Singh, N. Jeyaprakash
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This book presents a comprehensive exploration of emerging technologies transforming additive manufacturing and advanced fabrication, with particular emphasis on aerospace engineering. It brings together developments in artificial intelligence, machine learning, quantum machine learning, intelligent process optimization, multiscale modelling, smart materials, and autonomous manufacturing systems to illustrate how digital technologies are reshaping the design, production, monitoring, and maintenance of advanced aerospace components.
The volume examines the role of AI in surface engineering, additive manufacturing process optimization, materials discovery, microstructure prediction, and intelligent design. It also explores advanced concepts such as 4D printing, reinforcement learning, cognitive control, federated learning, blockchain-enabled traceability, distributed intelligence, and augmented reality-based human–machine interaction. These contributions highlight the potential of intelligent systems to improve manufacturing accuracy, adaptability, collaboration, security, and operational decision-making.
A significant portion of the book is dedicated to aerospace-oriented fabrication technologies, including metal 3D printing, wire arc additive manufacturing, friction stir welding and processing, cold spray, laser cladding, thermal spray coatings, and microwave processing. The chapters address their applications in aerospace component manufacturing, surface enhancement, repair, structural fabrication, and the development of advanced materials.
The book further discusses digital twins, predictive maintenance, industrial robotics, Industrial Internet of Things (IIoT), Industry 5.0, circular manufacturing, and sustainable manufacturing strategies. By connecting computational intelligence with advanced manufacturing processes, it provides insights into the development of resilient, resource-efficient, and future-ready aerospace production systems.
This book will serve as a valuable reference for students, researchers, academicians, aerospace engineers, manufacturing professionals, materials scientists, mechanical engineers, and industry practitioners working in additive manufacturing, intelligent manufacturing, advanced materials, surface engineering, and aerospace technology.
Dr. Gurbhej Singh, Centre for Research and Innovation, Amritsar Group of Colleges, Amritsar, Punjab, India
Dr. N. Jeyaprakash, Global College of Engineering and Technology (GCET), Muscat, Oman
Chapter 1. Intelligent Surface Engineering: Role of Artificial Intelligence in Modern Manufacturing Amrinder Mehta, Jashanpreet Singh, Brijesh Prasad, Hitesh Vasudev
Chapter 2. Quantum Machine Learning Applications in Additive Manufacturing Process Optimization and Materials Discovery Jai Parkash, Harminder Singh Saggu, Hitesh Vasudev
Chapter 3. 4D Printing of Adaptive Aerospace Structures and Smart Materials Praveen Kumar Verma, Hitesh Vasudev
Chapter 4. Artificial Intelligence Driven Multiscale Modelling for Microstructure Evolution in Additive Manufacturing Jai Parkash, Harminder Singh Saggu, Hitesh Vasudev
Chapter 5. Augmented Reality and Human–Machine Interaction-Based Smart Fabrication Systems for Enhanced Operator Decision-Making in Additive Manufacturing Sanjeev Kumar
Chapter 6. Distributed Intelligence for Secure and Collaborative Additive Manufacturing Sachin Gupta, Shivali Gupta, Gursimran Kaur
Chapter 7. Artificial Intelligence-Driven Additive Manufacturing: Process Optimization, Intelligent Design, and Emerging Applications Praveen Kumar Verma, Hitesh Vasudev
Chapter 8. Blockchain Integrated Artificial Intelligence for Secure and Traceable Additive Manufacturing Ecosystems Jai Parkash, Harminder Singh Saggu, Hitesh Vasudev
Chapter 9. AI-Driven Smart Manufacturing Frameworks for Additive Manufacturing in Industry 5.0 Sanjeev Kumar
Chapter 10. Trustworthy Intelligent Infrastructure for Distributed Additive Manufacturing Networks Sachin Gupta, Shivali Gupta, Gursimran Kaur
Chapter 11. Reinforcement Learning for Autonomous Decision Making in Adaptive Additive Manufacturing Systems Jai Parkash, Harminder Singh Saggu, Hitesh Vasudev
Chapter 12. AI Based Process Optimization in Non-Conventional Aerospace Manufacturing Vivek Umatt
Chapter 13. Cognitive Control and Self-Adaptive Intelligence for Autonomous Advanced Fabrication Systems Sachin Gupta, Shivali Gupta, Gursimran Kaur
Chapter 14. Federated Learning and Privacy Preserving Artificial Intelligence in Additive Manufacturing Systems Jai Parkash, Harminder Singh Saggu, Hitesh Vasudev
Chapter 15. Friction Stir Welding and Processing for Aerospace Applications Praveen Kumar Verma, Hitesh Vasudev
Chapter 16. Smart Manufacturing Systems for Aerospace: Robotics and Industrial IoT Integration Praveen Kumar Verma, Hitesh Vasudev
Chapter 17. Intelligent Hierarchical Simulation for Microstructural Dynamics in Advanced Fabrication Sachin Gupta, Shivali Gupta, Gursimran Kaur
Chapter 18. Multifunctional Thermal Spray Coatings for Aerospace Surface Enhancement Praveen Kumar Verma, Hitesh Vasudev
Chapter 19. Next-Generation Computational Intelligence for Advanced Fabrication and Novel Material Design Sachin Gupta, Shivali Gupta, Gursimran Kaur
Chapter 20. Circular Manufacturing 4.0: Digital Technologies for Sustainable Manufacturing Preeti Verma, Gursimran Kaur, Mithaee Lal
Chapter 21. Cold Spray Technology for Aerospace Component Repair and Coatings Praveen Kumar Verma, Hitesh Vasudev
Chapter 22. Digital Twins and Predictive Maintenance in Aerospace Manufacturing Vivek Umatt
Chapter 23. Recent Advances in Metal 3D Printing for Aerospace Engineering Ravi Kumar, Puneet Juneja
Chapter 24. AI-Enabled Digital Twins for Intelligent Aerospace Component Manufacturing Praveen Kumar Verma, Hitesh Vasudev
Chapter 25. Friction Stir Technologies for Aerospace Manufacturing and Structural Applications Puneet Juneja, Ravi Kumar
Chapter 26. Digital Twins and Predictive Maintenance in Aerospace Manufacturing Gurbhej Singh, Harmandeep Singh, Hitesh Vasudev
Chapter 27. Sustainable Manufacturing Strategies for Future Aerospace Industries Harmndeep Singh, Gurbhej Singh, Hitesh Vasudev
Chatepr 28. Industry 5.0 and Autonomous Aerospace Manufacturing Technologies Gurbhej Singh, Harmandeep Singh, Hitesh Vasudev
Chapter 29. Cold Spray Technology for Aerospace Component Repair and Coatings Harmandeep Singh, Gurbhej Singh, Hitesh Vasudev
Chapter 30. Laser Cladding and Surface Modification of Aerospace Alloys Gurbhej Singh, Harmandeep Singh, Hitesh Vasudev
Chapter 31. Wire Arc Additive Manufacturing for Large Aerospace Structures Harmandeep Singh, Gurbhej Singh, Hitesh Vasudev
Chapter 32. Microwave Processing Technologies for Aerospace Materials Manufacturing Gurbhej Singh, Harmandeep Singh, Hitesh Vasudev
Chapter 33. AI-Based Process Optimization in Non-Conventional Aerospace Manufacturing Harmandeep Singh, Gurbhej Singh, Hitesh Vasudev
Chapter 34. Intelligent Additive Manufacturing of Advanced Materials for Next-Generation Aerospace Components Gurbhej Singh
Artificial Intelligence; Additive Manufacturing; Advanced Manufacturing; Aerospace Engineering; Intelligent Manufacturing; Smart Manufacturing; Industry 4.0; Industry 5.0; Machine Learning; Quantum Machine Learning; Deep Learning; Reinforcement Learning; Federated Learning; Computational Intelligence; Digital Twins; Predictive Maintenance; Process Optimization; Materials Discovery; Multiscale Modelling; Microstructure Evolution; 3D Printing; 4D Printing; Metal Additive Manufacturing; Wire Arc Additive Manufacturing; Intelligent Design; Autonomous Manufacturing; Cognitive Control; Human–Machine Interaction; Augmented Reality; Industrial Internet of Things (IIoT); Blockchain Technology; Secure Manufacturing; Distributed Intelligence; Privacy-Preserving AI; Friction Stir Welding; Friction Stir Processing; Thermal Spray Coatings; Cold Spray Technology; Laser Cladding; Surface Engineering; Surface Modification; Aerospace Materials; Smart Materials; Adaptive Structures; Sustainable Manufacturing; Circular Manufacturing; Microwave Processing; Advanced Fabrication; Aerospace Component Repair; Novel Material Design.