Una propuesta para el diagnóstico de fallos en sistemas industriales mediante el uso de estrategias bioinspiradas

In this work a study on the application of bio-inspired strategies for optimization to Fault Diagnosis in industrial systems is presented. The principal aim is to establish a basis for the development of new and viable model-based Fault Diagnosis Methods which improve some difficulties that the curr...

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Autores principales:	Camps Echevarría,Lídice, Llanes Santiago,Orestes, Silva Neto,Antonio J
Lenguaje:	English
Publicado:	Universidad de Tarapacá. 2011
Materias:	Industrial systems robustness sensitivity bio-inspired algorithms fault diagnosis
Acceso en línea:	http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-33052011000200009
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spelling	oai:scielo:S0718-330520110002000092012-05-28Una propuesta para el diagnóstico de fallos en sistemas industriales mediante el uso de estrategias bioinspiradasCamps Echevarría,LídiceLlanes Santiago,OrestesSilva Neto,Antonio J Industrial systems robustness sensitivity bio-inspired algorithms fault diagnosis In this work a study on the application of bio-inspired strategies for optimization to Fault Diagnosis in industrial systems is presented. The principal aim is to establish a basis for the development of new and viable model-based Fault Diagnosis Methods which improve some difficulties that the current methods cannot avoid. These difficulties are related mainly with fault sensitivity and robustness to external disturbances. In this study, there have been considered the Differential Evolution and the Ant Colony Optimization algorithms. This application is illustrated using simulated data of the Two tanks system benchmark. In order to analyze the advantages of these algorithms to obtain a diagnosis which needs to be sensitive to faults and robust to external disturbances, some experiments with incipient faults and noisy data have been simulated. The results indicate that the proposed approach, basically the combination of the two algorithms, characterizes a promising methodology for Fault Diagnosis.info:eu-repo/semantics/openAccessUniversidad de Tarapacá.Ingeniare. Revista chilena de ingeniería v.19 n.2 20112011-08-01text/htmlhttp://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-33052011000200009en10.4067/S0718-33052011000200009
institution	Scielo Chile
collection	Scielo Chile
language	English
topic	Industrial systems robustness sensitivity bio-inspired algorithms fault diagnosis
spellingShingle	Industrial systems robustness sensitivity bio-inspired algorithms fault diagnosis Camps Echevarría,Lídice Llanes Santiago,Orestes Silva Neto,Antonio J Una propuesta para el diagnóstico de fallos en sistemas industriales mediante el uso de estrategias bioinspiradas
description	In this work a study on the application of bio-inspired strategies for optimization to Fault Diagnosis in industrial systems is presented. The principal aim is to establish a basis for the development of new and viable model-based Fault Diagnosis Methods which improve some difficulties that the current methods cannot avoid. These difficulties are related mainly with fault sensitivity and robustness to external disturbances. In this study, there have been considered the Differential Evolution and the Ant Colony Optimization algorithms. This application is illustrated using simulated data of the Two tanks system benchmark. In order to analyze the advantages of these algorithms to obtain a diagnosis which needs to be sensitive to faults and robust to external disturbances, some experiments with incipient faults and noisy data have been simulated. The results indicate that the proposed approach, basically the combination of the two algorithms, characterizes a promising methodology for Fault Diagnosis.
author	Camps Echevarría,Lídice Llanes Santiago,Orestes Silva Neto,Antonio J
author_facet	Camps Echevarría,Lídice Llanes Santiago,Orestes Silva Neto,Antonio J
author_sort	Camps Echevarría,Lídice
title	Una propuesta para el diagnóstico de fallos en sistemas industriales mediante el uso de estrategias bioinspiradas
title_short	Una propuesta para el diagnóstico de fallos en sistemas industriales mediante el uso de estrategias bioinspiradas
title_full	Una propuesta para el diagnóstico de fallos en sistemas industriales mediante el uso de estrategias bioinspiradas
title_fullStr	Una propuesta para el diagnóstico de fallos en sistemas industriales mediante el uso de estrategias bioinspiradas
title_full_unstemmed	Una propuesta para el diagnóstico de fallos en sistemas industriales mediante el uso de estrategias bioinspiradas
title_sort	una propuesta para el diagnóstico de fallos en sistemas industriales mediante el uso de estrategias bioinspiradas
publisher	Universidad de Tarapacá.
publishDate	2011
url	http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-33052011000200009
work_keys_str_mv	AT campsechevarrialidice unapropuestaparaeldiagnosticodefallosensistemasindustrialesmedianteelusodeestrategiasbioinspiradas AT llanessantiagoorestes unapropuestaparaeldiagnosticodefallosensistemasindustrialesmedianteelusodeestrategiasbioinspiradas AT silvanetoantonioj unapropuestaparaeldiagnosticodefallosensistemasindustrialesmedianteelusodeestrategiasbioinspiradas
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Una propuesta para el diagnóstico de fallos en sistemas industriales mediante el uso de estrategias bioinspiradas

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