Author : Zhinan Zhang
Publisher : CRC Press
ISBN 13 : 1040013791
Total Pages : 231 pages
Book Rating : 4.0/5 (4 download)
Book Synopsis Tribo-Informatics by : Zhinan Zhang
Download or read book Tribo-Informatics written by Zhinan Zhang and published by CRC Press. This book was released on 2024-04-11 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book details how artificial intelligence and other informatic methods can be applied to the field of tribology. Using problems often found within tribological condition monitoring, behaviour prediction, system optimization and mechanism analysis, the book covers methods used such as Artificial Neural Networks (ANN). Including case studies throughout, the book offers an accessible introduction to tribological research, beginning with background on the theory behind tribo-informatics, and updates in the latest technology. It describes how to establish a tribo-informatics database, methods through which to express tribo-systems such as Artificial Neural Networks (ANN), Support Vector Machines (SVM), K-Nearest Neighbor (KNN), and Random Forest (RF), and its applications. It can be used in state monitoring, behaviour prediction and system optimization. Through case studies, practical examples of how tribo-informatics can be implemented are shown throughout various industries. This book will be of interest to students and researchers in the field of tribology, friction, wear and artificial intelligence.