Welding Diagnostics by Means of Particle Swarm Optimization and Feature Selection
Joint Authors
Conde, O. M.
Lopez-Higuera, J. M.
García-Allende, P. B.
Mirapeix, J.
Cobo, A.
Source
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-07-22
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
In a previous contribution, a welding diagnostics approach based on plasma optical spectroscopy was presented.
It consisted of the employment of optimization algorithms and synthetic spectra to obtain the participation profiles of the species participating in the plasma.
A modification of the model is discussed here: on the one hand the controlled random search algorithm has been substituted by a particle swarm optimization implementation.
On the other hand a feature selection stage has been included to determine those spectral windows where the optimization process will take place.
Both experimental and field tests will be shown to illustrate the performance of the solution that improves the results of the previous work.
American Psychological Association (APA)
Mirapeix, J.& García-Allende, P. B.& Conde, O. M.& Lopez-Higuera, J. M.& Cobo, A.. 2012. Welding Diagnostics by Means of Particle Swarm Optimization and Feature Selection. Journal of Sensors،Vol. 2012, no. 2012, pp.1-11.
https://search.emarefa.net/detail/BIM-463062
Modern Language Association (MLA)
Mirapeix, J.…[et al.]. Welding Diagnostics by Means of Particle Swarm Optimization and Feature Selection. Journal of Sensors No. 2012 (2012), pp.1-11.
https://search.emarefa.net/detail/BIM-463062
American Medical Association (AMA)
Mirapeix, J.& García-Allende, P. B.& Conde, O. M.& Lopez-Higuera, J. M.& Cobo, A.. Welding Diagnostics by Means of Particle Swarm Optimization and Feature Selection. Journal of Sensors. 2012. Vol. 2012, no. 2012, pp.1-11.
https://search.emarefa.net/detail/BIM-463062
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-463062