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
- Institución
- Universidad Nacional de La Plata
- OAI Identificador
- oai:sedici.unlp.edu.ar:10915/24235
Ver los metadatos del registro completo
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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 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/conferenceObject info:eu-repo/semantics/publishedVersion Objeto de conferencia http://purl.org/coar/resource_type/c_5794 info:ar-repo/semantics/documentoDeConferencia |
format |
conferenceObject |
status_str |
publishedVersion |
dc.identifier.none.fl_str_mv |
http://sedici.unlp.edu.ar/handle/10915/24235 |
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http://sedici.unlp.edu.ar/handle/10915/24235 |
dc.language.none.fl_str_mv |
eng |
language |
eng |
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info:eu-repo/semantics/altIdentifier/isbn/0-387-34655-4 |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess 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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openAccess |
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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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score |
13.13397 |