Book
Tribo-Informatics
ISBN : 9781032739038
Author : Zhinan Zhang
Publisher : CRC Press
Year : 2024
Language : English
Type : Book
Description : 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.
RECOMMENDED BOOKS
Governance and Politics of China
Tony Saich
Research On China'S Strategy And Policy In Northeast Asia
Qingcai Liu
AI Empowered Digital Business Innovation
Parag Kulkarni
Chinese Cosmopolitanism: The History and Philosophy of an Idea
Shuchen Xiang
A Primer for Crisis Communication TheoryThe Fusion of Theory and Practice
Finn Frandsen
Synthesis and Applications of Carbohydrates, Lipids, and Steroids
Ahindra Nag
Smart Learning Solutions for Sustainable Societies
Cândida Silva
Sensory Systems in Insects
Christopher Fleming