Detección y diagnóstico de fallas mediante técnicas de inteligencia artificial, un estado del arte
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| Format: | Artículo científico |
| Sprache: | es |
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Universidad Nacional de Colombia
2016
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| _version_ | 1876491493706825728 |
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| author | Luini Leonardo Hurtado-Cortés |
| author_facet | Luini Leonardo Hurtado-Cortés |
| contents | Detección y diagnóstico de fallas mediante técnicas de inteligencia artificial, un estado del arte Luini Leonardo Hurtado-Cortés Edwin Villarreal-López Luís Villarreal-López Ingeniería neuro neuro neuro fuzzy logic systems fuzzy logic systems This article presents the current state of artificial intellige nce techniques and their application to the field of fault dete ction and diagnosis, in dynamical systems. Initially, a brief description of what is considered a mechanism for fau lt detection and diagnosis, and current approaches to the study and impl ementation of such mechanisms a re explained. Subsequently, the most important results of the v arious artificial intelligence techniques applied to the fault detecti on and diagnosis are presented. Finally, a comparative analysis based on the desired characteristics of the me chanisms of fault detection an d diagnosis is presented. The article concludes by mentioning t he benefits of the classification of techniques presented and the listing poss ible pathways to where you sho uld go research in this field. 2016 artículo científico 0012-7353 https://www.redalyc.org/articulo.oa?id=49648868002 https://www.redalyc.org/journal/496/49648868002/ https://www.redalyc.org/journal/496/49648868002/html/ https://www.redalyc.org/journal/496/49648868002/49648868002.epub https://www.redalyc.org/journal/496/49648868002/movil es http://www.redalyc.org/revista.oa?id=496 Dyna application/pdf Universidad Nacional de Colombia Dyna (Colombia) Num.199 Vol.83 |
| format | Artículo científico |
| id | redalyc_49648868002 |
| institution | Redalyc |
| language | es |
| publishDate | 2016 |
| publisher | Universidad Nacional de Colombia |
| spellingShingle | Detección y diagnóstico de fallas mediante técnicas de inteligencia artificial, un estado del arte Luini Leonardo Hurtado-Cortés Ingeniería neuro neuro neuro fuzzy logic systems fuzzy logic systems Detección y diagnóstico de fallas mediante técnicas de inteligencia artificial, un estado del arte Luini Leonardo Hurtado-Cortés Edwin Villarreal-López Luís Villarreal-López Ingeniería neuro neuro neuro fuzzy logic systems fuzzy logic systems This article presents the current state of artificial intellige nce techniques and their application to the field of fault dete ction and diagnosis, in dynamical systems. Initially, a brief description of what is considered a mechanism for fau lt detection and diagnosis, and current approaches to the study and impl ementation of such mechanisms a re explained. Subsequently, the most important results of the v arious artificial intelligence techniques applied to the fault detecti on and diagnosis are presented. Finally, a comparative analysis based on the desired characteristics of the me chanisms of fault detection an d diagnosis is presented. The article concludes by mentioning t he benefits of the classification of techniques presented and the listing poss ible pathways to where you sho uld go research in this field. 2016 artículo científico 0012-7353 https://www.redalyc.org/articulo.oa?id=49648868002 https://www.redalyc.org/journal/496/49648868002/ https://www.redalyc.org/journal/496/49648868002/html/ https://www.redalyc.org/journal/496/49648868002/49648868002.epub https://www.redalyc.org/journal/496/49648868002/movil es http://www.redalyc.org/revista.oa?id=496 Dyna application/pdf Universidad Nacional de Colombia Dyna (Colombia) Num.199 Vol.83 |
| title | Detección y diagnóstico de fallas mediante técnicas de inteligencia artificial, un estado del arte |
| topic | Ingeniería neuro neuro neuro fuzzy logic systems fuzzy logic systems |
| url | https://www.redalyc.org/articulo.oa?id=49648868002 https://www.redalyc.org/journal/496/49648868002/ https://www.redalyc.org/journal/496/49648868002/html/ https://www.redalyc.org/journal/496/49648868002/49648868002.epub https://www.redalyc.org/journal/496/49648868002/movil |