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Beschreibung

Artificial Intelligence in Tribology presents the use of machine learning, AI, neural networks, and optimization algorithms in studying friction, wear, and lubrication. It explores the selection of materials, modeling of the tribösystem, prediction of tribological behavior, and assessment and optimization of performance across numerous systems.

Addressing tribological problems from macroscale to nanoparticles, this book discusses AIdriven methods to improve productivity, detect disasters, and support sustainable engineering. Case studies from various industries, such as automotive, aerospace, renewable energy, and marine engineering, highlight the transformative impact of AI in realworld scenarios.

This book will interest researchers and graduate students studying AI integration and advances in surface engineering, tribology, and materials science.

Artificial Intelligence in Tribology presents the use of machine learning, AI, neural networks, and optimization algorithms in studying friction, wear, and lubrication. It explores the selection of materials, modeling of the tribösystem, prediction of tribological behavior, and assessment and optimization of performance across numerous systems.

Addressing tribological problems from macroscale to nanoparticles, this book discusses AIdriven methods to improve productivity, detect disasters, and support sustainable engineering. Case studies from various industries, such as automotive, aerospace, renewable energy, and marine engineering, highlight the transformative impact of AI in realworld scenarios.

This book will interest researchers and graduate students studying AI integration and advances in surface engineering, tribology, and materials science.

Über den Autor

Dr. Jashanpreet Singh is an Assistant Professor at Chandigarh University, Mohali, India. In 2019, he earned his Ph.D. from Thapar Institute of Engineering and Technology, Patiala, India. He has several years of both teaching experience and industry experience. His research interests include tribology, solid particle erosion, power plant engineering, ash conveying, thermal spray coatings, CFD simulation, composites, and materials characterization. He has authored over a hundred research publications indexed in the Scopus database. He has authored and edited five books with CRC Press. He serves as a reviewer for various journals, and he is a member of AICTSD, IAENG, and NITTSD.

Dr. Hitesh Vasudev is a Professor in the School of Mechanical Engineering at Lovely Professional University, Phagwara, Punjab, India. He earned his Ph.D. in 2018 from Guru Nanak Dev Engineering College, Ludhiana, India. His primary research interests are surface engineering, with particular emphasis on thermal spray technologies; development of nanostructured, multimodal, and highentropy alloy coatings for hightemperature oxidation and corrosion resistance; thermal barrier coatings (TBCs); and microwave processing of materials. He has made significant scholarly contributions to the field of thermal spray coatings through numerous publications in reputed international journals.

Inhaltsverzeichnis

1. Introduction to Tribology and Artificial Intelligence. 2. AI Foundations Relevant to Tribology. 3. Machine Learning for Predictive Modeling in Tribology. 4. AI-Driven Surface Engineering. 5. Optimization Techniques for Lubrication Design. 6. Tribological and Wear Analysis Using Neural Networks. 7. Applications of AI-Tribology in Aerospace and Renewable Energy. 8. Sustainability through Artificial Intelligence in Tribology. 9. Artificial Intelligence-Based Emerging Tools and Techniques in Tribology. 10. Case Study on Artificial Intelligence in Automotive Tribology. 11. Case Study on Artificial Intelligence in Biomedical Tribology. 12. AI-Driven Predictive Maintenance and Wear Prediction in Tribology: Industrial Case Studies and Applications. 13. Artificial Intelligence in Marine Tribology: Applications, Challenges, and Future Directions. 14. Challenges and Future Directions in AI and Tribology.

Details
Erscheinungsjahr: 2026
Fachbereich: Fertigungstechnik
Genre: Importe, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Reihe: Advances in Surface Engineering and Tribology
Inhalt: Einband - fest (Hardcover)
ISBN-13: 9781041035282
ISBN-10: 1041035284
Sprache: Englisch
Einband: Gebunden
Redaktion: Vasudev, Hitesh
Singh, Jashanpreet
Hersteller: Taylor & Francis Ltd
Advances in Surface Engineering and Tribology
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 235 x 162 x 22 mm
Von/Mit: Hitesh Vasudev (u. a.)
Erscheinungsdatum: 05.08.2026
Gewicht: 0,628 kg
Artikel-ID: 135921796