Tribo-informatics (Record no. 567403)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01729 a2200229 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250228170831.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250228b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781032739038 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | IIT Kanpur |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 621.89028563 |
| Item number | Z61t |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Zhang, Zhinan |
| 245 ## - TITLE STATEMENT | |
| Title | Tribo-informatics |
| Remainder of title | the systematic fusion of AI and Tribology |
| Statement of responsibility, etc | Zhinan Zhang and Nian Yin |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher | CRC Press |
| Year of publication | 2024 |
| Place of publication | Boca Raton |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | ix, 219p |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | <br/>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).<br/><br/>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.<br/><br/>This book will be of interest to students and researchers in the field of tribology, friction, wear and artificial intelligence.<br/> |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Tribology |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Artificial intelligence |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Yin, Nian |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| General Stacks | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 10/03/2025 | 2 | 7067.07 | 621.89028563 Z61t | A186721 | 9422.76 | Books |