Diagnostics of mobile machinery: Future trends
Year of publication
2002
Authors
Vidqvist, Ville; Alanen, Jarmo; Tervo, Jyrki
Abstract
In this report various future trends are listed for mobile machinery diagnostics. Standards, legislation, sensors, vehicle networks, data-analysis and prognostics are discussed. Mobile machinery diagnostics are studied from two points of view: process industry condition monitoring and automotive vehicle diagnostics. Some standards for these industries are listed. Sensor discussion is mainly from an automotive point of view and vehicle networks are targeted towards wireless communication. The data-analysis part includes basics of neural networks, fuzzy systems and genetic algorithms. Bayesian networks are also covered into some depth. In the end an example of modern vehicle diagnostic system is presented.
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Publication type
Publication format
Monograph
Audience
Professional
MINEDU's publication type classification code
D4 Published development or research report or study
Publication channel information
Journal/Series
VTT Tuotteet ja tuotanto. Tutkimusraportti
Publisher
VTT Technical Research Centre of Finland
Issue
BTUO43-021058
Open access
Open access in the publisher’s service
Yes
License of the publisher’s version
Other license
Self-archived
No
Other information
Fields of science
Computer and information sciences; Mechanical engineering
Keywords
[object Object],[object Object],[object Object],[object Object]
Language
English
International co-publication
No
Co-publication with a company
No
The publication is included in the Ministry of Education and Culture’s Publication data collection
No