Title :
Software Agents for Ambient Intelligence based Manufacturing
Author :
Perez, Miguel A. ; Susperregi, Loreto ; Maurtua, Iñaki ; Ibarguren, Aitor ; Sierra, Basilio
Author_Institution :
Fundacion Tekniker, Guipuzcoa
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;
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
DOI :
10.1109/DIS.2006.67
