Title :
Service oriented computing to Self-Learning production system
Author :
Uddin, M. Kamal ; Dvoryanchikova, A. ; Lastra, J. L Martinez ; Scholze, S. ; Stokic, D. ; Cândido, G. ; Barata, J.
Author_Institution :
Tampere Univ. of Technol., Tampere, Finland
Abstract :
The aim of this manuscript is to present what is Self-Learning production system and how service oriented architecture (SOA) and supporting technologies are bridged together to implement this new concept in the ongoing EU Self-Learning production system project. A brief review of the most recent EU projects that have reported results relevant to the main discussed investigation problems is presented. Reference architecture and functionalities of Self-Learning production system is introduced aiming for improved control and maintenance in production plants. Service oriented computing to Self-Learning production system is proposed to meet the required level of flexibility, interoperability and communications needs for reusable Self-Learning services. A roadmap for future research is defined.
Keywords :
learning (artificial intelligence); service-oriented architecture; SOA; production plants; reference architecture; reference functionalities; self learning production system; service oriented computing; Computer architecture; Context; Maintenance engineering; Manufacturing; Production systems; Protocols; Service oriented architecture;
Conference_Titel :
Industrial Informatics (INDIN), 2011 9th IEEE International Conference on
Conference_Location :
Caparica, Lisbon
Print_ISBN :
978-1-4577-0435-2
Electronic_ISBN :
978-1-4577-0433-8
DOI :
10.1109/INDIN.2011.6034875