@Article{EchevarriaSantSilvCamp:2014:NeVaDi,
author = "Echevarria, Lidice Camps and Santiago, Orestes Llanes and Silva
Neto, Ant{\^o}nio Jos{\'e} da and Campos Velho, Haroldo Fraga
de",
affiliation = "{Instituto Superior Polit{\'e}cnico Jos{\'e} Antonio
Echeverr{\'{\i}}a} and {Instituto Superior Polit{\'e}cnico
Jos{\'e} Antonio Echeverr{\'{\i}}a} and {State University of
Rio de Janeiro (UERJ)} and {Instituto Nacional de Pesquisas
Espaciais (INPE)}",
title = "An Approach of Fault Diagnosis Using Meta-Heuristics: a New
Variant of the Differential Evolution Algorithm",
journal = "Computacion y Sistemas",
year = "2014",
volume = "18",
number = "1",
pages = "5--17",
keywords = "differential evolution, meta-heuristics, fault diagnosis, particle
collision, robustness, sensitivity.",
abstract = "This paper presents an application of meta-heuristics to fault
diagnosis. The idea behind this application is to develop methods
for fault diagnosis that should be robust, sensitive and with an
adequate computational cost. Applications of meta-heuristics are
possible based on the formulation of fault diagnosis as an
optimization problem. The results indicate the suitability of the
use of meta-heuristics for fault diagnosis. In particular, this
study shows an application of meta-heuristic termed Differential
Evolution to diagnosing a DC Motor benchmark. This allowed
developing a new variant of Differential Evolution, namely,
Differential Evolution with Particle Collision. This new algorithm
was validated with some benchmark functions for continuous
optimization, showing that it over-performed the behavior of
Differential Evolution.",
issn = "1405-5546",
label = "lattes: 5142426481528206 4 EchevarriaSantSilvCamp:2014:NeVaDi",
language = "en",
targetfile = "v18n1a2.pdf",
url = "http://cys.cic.ipn.mx/ojs/index.php/CyS/article/viewFile/1578/1881",
urlaccessdate = "30 abr. 2024"
}