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
Cloud security handbook : effectively secure cloud environments using AWS, Azure, and GCP
Eyal Estrin
Artificial Intelligence Paradigms for Application Practice
Shiguo Lian
Unicorns, hype, and bubbles
Jeffrey funk
Team Habits: How Small Actions Lead to Extraordinary Results
Charlie Gilkey
Recent Advances in Insect Physiological Adaptations
Richard Stirling
Protein Mutations: Consequences On Structure, Functions, And Diseases
M Michael Gromiha
Modernizing the Food Industry: AI-Powered Infrastructure, Security, and Supply Chain Innovation
Pawan Whig
Handbook of Validation in Pharmaceutical Processes
James Agalloco