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Agreement technologies applied to transmission towers maintenance.

Authors :
Chamoso, Pablo
De Paz, Juan F.
De La Prieta, Fernando
Pérez, Javier Bajo
Source :
AI Communications. 2017, Vol. 30 Issue 1, p83-98. 16p.
Publication Year :
2017

Abstract

Among the most indispensable elements required by a city is electric power and the transmission towers used for its distribution. These towers have underground electrodes which must be reviewed on a regular basis by controlling different parameters to ensure that electrical resistance is in a secure range in order to avoid problems and risks. Using artificial intelligence, it is possible to ensure proper maintenance of the towers by estimating the required values and proposing a reduction in the size of the population sample, which will minimize the cost of operation. The use of an intelligent-agent virtual-organization based architecture is proposed within this working environment. By using mathematical estimation models and agreement based negotiations, the architecture is capable of maximizing estimations and minimizing associated costs. The proposed model has been evaluated with the developed software through a real case study, which permitted us to validate the proposed approach. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09217126
Volume :
30
Issue :
1
Database :
Academic Search Index
Journal :
AI Communications
Publication Type :
Academic Journal
Accession number :
122258029
Full Text :
https://doi.org/10.3233/AIC-170726