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Electrical Drive Radiated Emissions Estimation in Terms of Input Control Using Extreme Learning Machines
Joint Authors
Wefky, A.
Espinosa, F.
de Santiago, L.
Revenga, P.
Lázaro, J. L.
Martínez, M.
Source
Mathematical Problems in Engineering
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-12-20
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
With the increase of electrical/electronic equipment integration complexity, the electromagnetic compatibility (EMC) becomes one of the key points to be respected in order to meet the constructor standard conformity.
Electrical drives are known sources of electromagnetic interferences due to the motor as well as the related power electronics.
They are the principal radiated emissions source in automotive applications.
This paper shows that there is a direct relationship between the input control voltage and the corresponding level of radiated emissions.
It also introduces a novel model using artificial intelligence techniques for estimating the radiated emissions of a DC-motor-based electrical drive in terms of its input voltage.
Details of the training and testing of the developed extreme learning machine (ELM) are described.
Good agreement between the electrical drive behavior and the developed model is observed.
American Psychological Association (APA)
Wefky, A.& Espinosa, F.& de Santiago, L.& Revenga, P.& Lázaro, J. L.& Martínez, M.. 2012. Electrical Drive Radiated Emissions Estimation in Terms of Input Control Using Extreme Learning Machines. Mathematical Problems in Engineering،Vol. 2012, no. 2012, pp.1-11.
https://search.emarefa.net/detail/BIM-1001921
Modern Language Association (MLA)
Wefky, A.…[et al.]. Electrical Drive Radiated Emissions Estimation in Terms of Input Control Using Extreme Learning Machines. Mathematical Problems in Engineering No. 2012 (2012), pp.1-11.
https://search.emarefa.net/detail/BIM-1001921
American Medical Association (AMA)
Wefky, A.& Espinosa, F.& de Santiago, L.& Revenga, P.& Lázaro, J. L.& Martínez, M.. Electrical Drive Radiated Emissions Estimation in Terms of Input Control Using Extreme Learning Machines. Mathematical Problems in Engineering. 2012. Vol. 2012, no. 2012, pp.1-11.
https://search.emarefa.net/detail/BIM-1001921
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1001921