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Author Ayad, O. ♦ Sayed-Mouchweh, M. ♦ Billaudel, P.
Source IEEE Xplore Digital Library
Content type Text
Publisher Institute of Electrical and Electronics Engineers, Inc. (IEEE)
File Format PDF
Copyright Year ©2010
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Special computer methods
Subject Keyword Switches ♦ Estimation ♦ Histograms ♦ Nickel ♦ Merging ♦ Probability ♦ Construction industry
Abstract Hybrid Dynamic Systems (HDS) can switch between different functioning modes. Their identification requires the determination of the number of discrete modes as well as the time switching sequence between them. In this paper, an approach to estimate the number of discrete modes of a Switched HDS (SHDS) is proposed. This approach is based on two steps. The first one aims at determining the statistical features required to discriminate the SHDS modes. The second step uses a non-supervised classification method to determine online the number of modes as well as their model (i.e. membership function).
Description Author affiliation: Université de Reims Champagne-Ardenne URCA-CReSTIC, France (Ayad, O.; Sayed-Mouchweh, M.; Billaudel, P.)
ISBN 9781424469192
ISSN 10987584
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research ♦ Reading
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2010-07-18
Publisher Place Spain
Rights Holder Institute of Electrical and Electronics Engineers, Inc. (IEEE)
e-ISBN 9781424469215
Size (in Bytes) 149.25 kB
Page Count 7
Starting Page 1
Ending Page 7

Source: IEEE Xplore Digital Library