An example of using som neural network in identifying vibrations

Lisjak, Dragutin and Čala, Ivo and Jambrak, Tomislav (2010) An example of using som neural network in identifying vibrations. = An example of using som neural network in identifying vibrations. In: Annals of DAAAM for 2010 and 21st International DAAAM Symposium Intelligent Manufacturing and Automation: Focus on Interdisciplinary Solutions, 20.-23.09.2010., Zadar; Croatia.

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Abstract

The paper describes the application of selforganizing (Self Organizing Maps - SOM) neural networks as models to identify the causes of vibration or vibration type of imbalance. The proposed network model presented in this paper can serve as a template for identification of other types of vibratory imbalance and may be integrated within the CMMS (Computerized Maintenance Management System) as an expert system that serves as a support for decision making.

Item Type: Conference or Workshop Item (Lecture)
Keywords (Croatian): Expert systems; Manufacture; Neural networks Computerized maintenance management system; Network modeling; Som neural networks; Vibration; Self organizing maps
Subjects: TECHNICAL SCIENCE > Mechanical Engineering
Divisions: 700 Department of Industrial Engineering
700 Department of Industrial Engineering > 720 Chair of Production Control
Indexed in Web of Science: No
Indexed in Current Contents: No
Citations SCOPUS: 0 (08.02.2018.)
Date Deposited: 10 Jul 2015 08:57
Last Modified: 08 Feb 2018 13:51
URI: http://repozitorij.fsb.hr/id/eprint/4591

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