
Diagnostics of Mechatronic Systems
Springer (Publisher)
Published on 5. March 2022
Book
Paperback/Softback
XV, 79 pages
978-3-030-67057-3 (ISBN)
Description
This book provides novel approach to the diagnosis of complex technical systems that are widely used in various kinds of transportation, energy, metallurgy, metalworking, fuels, mining, chemical, paper industries, etc.
Effective diagnostic systems are necessary for the early detection of errors in mechatronic systems, for the organization of maintenance and for the assessment of the performed service quality. Unfortunately, the practical use of AI in the diagnosis of mechatronic systems is still quite limited and the inability to build effective mechatronic systems leads to significant economic losses and dangers.
The main aim of this book is to contribute to knowledge within the topic of diagnostics of mechatronic systems by the analysis of the elements reliability characteristics, using methods, models and algorithms for diagnostics and by studying examples of model diagnostic systems using AI methods based on neural networks, fuzzy inference systems and genetic algorithms.
Effective diagnostic systems are necessary for the early detection of errors in mechatronic systems, for the organization of maintenance and for the assessment of the performed service quality. Unfortunately, the practical use of AI in the diagnosis of mechatronic systems is still quite limited and the inability to build effective mechatronic systems leads to significant economic losses and dangers.
The main aim of this book is to contribute to knowledge within the topic of diagnostics of mechatronic systems by the analysis of the elements reliability characteristics, using methods, models and algorithms for diagnostics and by studying examples of model diagnostic systems using AI methods based on neural networks, fuzzy inference systems and genetic algorithms.
More details
Series
Edition
2021 ed.
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
27 farbige Abbildungen, 16 s/w Abbildungen
XV, 79 p. 43 illus., 27 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 6 mm
Weight
160 gr
ISBN-13
978-3-030-67057-3 (9783030670573)
DOI
10.1007/978-3-030-67055-9
Schweitzer Classification
Other editions
Additional editions

Pavol Bozek | Yury Nikitin | Tibor Krenický
Diagnostics of Mechatronic Systems
Book
03/2021
Springer
€139.09
Shipment within 7-9 days
Content
The basics characteristics of elements reliability.- Methods, models, algorithms for diagnostics of mechatronic systems.- Model systems for diagnosticing of mechatronic objects.- Appendix.