Smart Integration of AI in Additive Manufacturing

Innovation, Application, and Future Directions

533 Seiten, Hardcover

Kurzbeschreibung des Verlags

Smart Integration of AI in Additive Manufacturing: Innovations, Applications, and Future Directions This book delves into the transformative impact of Artificial Intelligence (AI) on Additive Manufacturing (AM), widely known as 3D printing. It examines how AI is reshaping the design, production, and post-processing phases of AM, driving smarter, faster, and more efficient workflows. Covering a broad spectrum of applications—from healthcare and aerospace to consumer goods and sustainable manufacturing—the book presents a comprehensive view of current innovations and emerging trends in the field. Key topics include AI-powered design optimization, machine learning for fine-tuning process parameters, and real-time quality control through computer vision. It also explores cutting-edge techniques such as generative design, predictive maintenance, and intelligent material selection, all aimed at boosting precision, efficiency, and environmental sustainability in AM. Rich with case studies and practical examples, the book offers valuable insights for researchers, engineers, and industry practitioners. Visual aids including illustrations, tables, and diagrams help clarify complex ideas. With a unique educational approach that blends foundational theory with practical guidance, this book is ideal for both newcomers and seasoned professionals in the field. Readers will gain a thorough understanding of how Artificial Intelligence can be seamlessly integrated into additive manufacturing to address real-world challenges. This book provides practical insights and state-of-the-art tools to support innovation in various projects. Whether you're a researcher developing new approaches, an engineer enhancing production workflows, or a student exploring the future of manufacturing, this book is an essential guide to navigating the evolving landscape of smart manufacturing. Offering a balanced mix of theoretical foundations and practical strategies, it is a must-read for anyone interested in the powerful synergy between AI and additive manufacturing.

• Reihe: Engineering Materials
• Themen: Technologie, Ingenieurswissenschaft, Landwirtschaft, Industrieprozesse Maschinenbau und Werkstoffe Materialwissenschaft
• ISBN: 9783032289261
• Sprache: Englisch
• Erscheinungsdatum: 28.10.2026
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing
• Herausgegeben von: Adam Khan M., J. T. Winowlin Jappes