Software Agents for Ambient Intelligence based Manufacturing

Author

Perez, Miguel A. ; Susperregi, Loreto ; Maurtua, Iñaki ; Ibarguren, Aitor ; Sierra, Basilio

Author_Institution

Fundacion Tekniker, Guipuzcoa

fYear

2006

fDate

15-16 June 2006

Firstpage

139

Lastpage

144

Abstract

There are several references to projects linked to the AmI concept in technical publications. These are mostly centered on applications linked to everyday situations concerning individuals: at home, in the street, in the car, in public places and relating to leisure. The AMILAB research group at TEKNIKER is analyzing the technological, human and social needs and implications for AmI in the manufacturing field. For this aim we have set up a laboratory to spread the model of AmI to the area of manufacturing. This paper presents that Lab, the agent based architecture we have implemented as well as the application of machine learning techniques to identify the activities a worker is doing

Keywords

intelligent manufacturing systems; learning (artificial intelligence); software agents; ambient intelligence based manufacturing; machine learning techniques; software agents; Ambient intelligence; Application software; Flexible manufacturing systems; Humans; Laboratories; Manufacturing processes; Quality management; Social implications of technology; Software agents; Virtual manufacturing;

fLanguage

English

Publisher

ieee

Conference_Titel

Distributed Intelligent Systems: Collective Intelligence and Its Applications, 2006. DIS 2006. IEEE Workshop on

Conference_Location

Prague

Print_ISBN

0-7695-2589-X

Type

conf

DOI

10.1109/DIS.2006.67

Filename

1633432