Micromechanics as a testbed for artificial intelligence methods evaluation

Autores
Kussul, Ernst; Baidyk, Tatiana; Lara Rosano, Felipe; Makeyev, Oleksandr; Martín, Anabel; Wunsch, Donald
Año de publicación
2006
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
Some of the artificial intelligence (AI) methods could be used to improve the performance of automation systems in manufacturing processes. However, the application of these methods in the industry is not widespread because of the high cost of the experiments with the AI systems applied to the conventional manufacturing systems. To reduce the cost of such experiments, we have developed a special micromechanical equipment, similar to conventional mechanical equipment, but of a lot smaller overall sizes and therefore of lower cost. This equipment can be used for evaluation of different AI methods in an easy and inexpensive way. The methods that show good results can be transferred to the industry through appropriate scaling. This paper contains brief description of low cost microequipment prototypes and some AI methods that can be evaluated with mentioned prototypes.
Applications in Artificial Intelligence - Applications
Red de Universidades con Carreras en Informática (RedUNCI)
Materia
Ciencias Informáticas
Equipment
Inteligencia Artificial
Automation
Industrial automation
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/24235

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network_name_str SEDICI (UNLP)
spelling Micromechanics as a testbed for artificial intelligence methods evaluationKussul, ErnstBaidyk, TatianaLara Rosano, FelipeMakeyev, OleksandrMartín, AnabelWunsch, DonaldCiencias InformáticasEquipmentInteligencia ArtificialAutomationIndustrial automationSome of the artificial intelligence (AI) methods could be used to improve the performance of automation systems in manufacturing processes. However, the application of these methods in the industry is not widespread because of the high cost of the experiments with the AI systems applied to the conventional manufacturing systems. To reduce the cost of such experiments, we have developed a special micromechanical equipment, similar to conventional mechanical equipment, but of a lot smaller overall sizes and therefore of lower cost. This equipment can be used for evaluation of different AI methods in an easy and inexpensive way. The methods that show good results can be transferred to the industry through appropriate scaling. This paper contains brief description of low cost microequipment prototypes and some AI methods that can be evaluated with mentioned prototypes.Applications in Artificial Intelligence - ApplicationsRed de Universidades con Carreras en Informática (RedUNCI)2006-08info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdfhttp://sedici.unlp.edu.ar/handle/10915/24235enginfo:eu-repo/semantics/altIdentifier/isbn/0-387-34655-4info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/2.5/ar/Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Argentina (CC BY-NC-SA 2.5)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-09-03T10:28:34Zoai:sedici.unlp.edu.ar:10915/24235Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-09-03 10:28:34.774SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Micromechanics as a testbed for artificial intelligence methods evaluation
title Micromechanics as a testbed for artificial intelligence methods evaluation
spellingShingle Micromechanics as a testbed for artificial intelligence methods evaluation
Kussul, Ernst
Ciencias Informáticas
Equipment
Inteligencia Artificial
Automation
Industrial automation
title_short Micromechanics as a testbed for artificial intelligence methods evaluation
title_full Micromechanics as a testbed for artificial intelligence methods evaluation
title_fullStr Micromechanics as a testbed for artificial intelligence methods evaluation
title_full_unstemmed Micromechanics as a testbed for artificial intelligence methods evaluation
title_sort Micromechanics as a testbed for artificial intelligence methods evaluation
dc.creator.none.fl_str_mv Kussul, Ernst
Baidyk, Tatiana
Lara Rosano, Felipe
Makeyev, Oleksandr
Martín, Anabel
Wunsch, Donald
author Kussul, Ernst
author_facet Kussul, Ernst
Baidyk, Tatiana
Lara Rosano, Felipe
Makeyev, Oleksandr
Martín, Anabel
Wunsch, Donald
author_role author
author2 Baidyk, Tatiana
Lara Rosano, Felipe
Makeyev, Oleksandr
Martín, Anabel
Wunsch, Donald
author2_role author
author
author
author
author
dc.subject.none.fl_str_mv Ciencias Informáticas
Equipment
Inteligencia Artificial
Automation
Industrial automation
topic Ciencias Informáticas
Equipment
Inteligencia Artificial
Automation
Industrial automation
dc.description.none.fl_txt_mv Some of the artificial intelligence (AI) methods could be used to improve the performance of automation systems in manufacturing processes. However, the application of these methods in the industry is not widespread because of the high cost of the experiments with the AI systems applied to the conventional manufacturing systems. To reduce the cost of such experiments, we have developed a special micromechanical equipment, similar to conventional mechanical equipment, but of a lot smaller overall sizes and therefore of lower cost. This equipment can be used for evaluation of different AI methods in an easy and inexpensive way. The methods that show good results can be transferred to the industry through appropriate scaling. This paper contains brief description of low cost microequipment prototypes and some AI methods that can be evaluated with mentioned prototypes.
Applications in Artificial Intelligence - Applications
Red de Universidades con Carreras en Informática (RedUNCI)
description Some of the artificial intelligence (AI) methods could be used to improve the performance of automation systems in manufacturing processes. However, the application of these methods in the industry is not widespread because of the high cost of the experiments with the AI systems applied to the conventional manufacturing systems. To reduce the cost of such experiments, we have developed a special micromechanical equipment, similar to conventional mechanical equipment, but of a lot smaller overall sizes and therefore of lower cost. This equipment can be used for evaluation of different AI methods in an easy and inexpensive way. The methods that show good results can be transferred to the industry through appropriate scaling. This paper contains brief description of low cost microequipment prototypes and some AI methods that can be evaluated with mentioned prototypes.
publishDate 2006
dc.date.none.fl_str_mv 2006-08
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dc.language.none.fl_str_mv eng
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dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
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Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Argentina (CC BY-NC-SA 2.5)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Argentina (CC BY-NC-SA 2.5)
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