Tribo-Informatics

Name: Tribo-Informatics
Brand: Taylor & Francis Ltd
SKU: 9781032739038
Price: 139.22 EUR
Availability: InStock

The Systematic Fusion of AI and Tribology

Автор: Zhang, Zhinan (Shanghai Jiao Tong University, China), Yin, Nian (Shanghai Jiao Tong University, China)

Език:

Корици: С твърди корици

Издател: Taylor & Francis Ltd

Наличност: 50% вероятност

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This book details how artificial intelligence and other informatic methods can be applied to the fie...

Информация за книгата

Автор

Zhang, Zhinan (Shanghai Jiao Tong University, China), Yin, Nian (Shanghai Jiao Tong University, China)

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2024

страници

248

EAN

9781032739038

Enbook ID

44615593

Издател

Taylor & Francis Ltd

Теглоt

453

Размери

152 x 229

Пълно описание

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.

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Tribo-Informatics

The Systematic Fusion of AI and Tribology

Информация за книгата

Пълно описание

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