An engineering framework for Service-Oriented Intelligent Manufacturing Systems

HighlightsA complete software development method is presented for Service Oriented Intelligent Manufacturing Systems.The software development method provides a CASE tool that automatically generates executable code for the system execution.A specific and complete set of service guidelines for the development of Service Oriented Intelligent Manufacturing Systems is provided.The completeness of the approach is evaluated under two views: an empirical by means of case studies; and a qualitative analysis. Nowadays fully integrated enterprises are being replaced by business networks in which each participant provides others with specialized services. As a result, the Service Oriented Manufacturing Systems emerges. These systems are complex and hard to engineer. The main source of complexity is the number of different technologies, standards, functions, protocols, and execution environments that must be integrated in order to realize them. This paper proposes a framework and associated engineering approach for assisting the system developers of Service Oriented Manufacturing Systems. The approach combines multi-agent system with Service Oriented Architectures for the development of intelligent automation control and execution of manufacturing systems.

[1]  Philippe Lalanda.  An e-service infrastructure for power distribution , 2005, IEEE Internet Computing.

[2]  Adriana Giret.  A multi agent methodology for holonic manufacturing systems , 2005, AAMAS '05.

[3]  T. Shallice.  What ghost in the machine? , 1992, Nature.

[4]  Les Gasser,et al.  Research Directions for Service-Oriented Multiagent Systems , 2005, IEEE Internet Comput..

[5]  André Thomas,et al.  Service Orientation in Holonic and Multi-agent Manufacturing , 2015, Service Orientation in Holonic and Multi-agent Manufacturing.

[6]  Paulo Leitão,et al.  Past, Present, and Future of Industrial Agent Applications , 2013, IEEE Transactions on Industrial Informatics.

[7]  Vicent J. Botti,et al.  An intelligent simulation environment for manufacturing systems , 2014, Comput. Ind. Eng..

[8]  Elena Del Val Noguera,et al.  Service Discovery in Open Service-Oriented Multi-Agent Systems [Reseña] , 2014 .

[10]  Patrick Pujo,et al.  Service Oriented Architecture for Holonic Isoarchic and Multicriteria Control , 2012, Service Orientation in Holonic and Multi-Agent Manufacturing Control.

[11]  Douglas H. Norrie,et al.  Multi-agent Mediator architecture for distributed manufacturing , 1996, J. Intell. Manuf..

[12]  Fabio Bellifemine,et al.  The JADE Web Services Integration Gateway , 2007 .

[13]  T S Baines,et al.  State-of-the-art in product-service systems , 2007 .

[14]  Birgit Vogel-Heuser,et al.  An Orchestration Engine for Services-Oriented Field Level Automation Software , 2015, Service Orientation in Holonic and Multi-agent Manufacturing.

[15]  P ? ? ? ? ? ? ? % ? ? ? ? , 1991 .

[16]  Robert Harrison,et al.  Industrial Cloud-Based Cyber-Physical Systems: The IMC-AESOP Approach , 2014 .

[17]  Jie Gao,et al.  Service-oriented manufacturing: a new product pattern and manufacturing paradigm , 2011, J. Intell. Manuf..

[18]  Vicent J. Botti,et al.  Evaluating software engineering techniques for developing complex systems with multiagent approaches , 2011, Inf. Softw. Technol..

[19]  Luis Ribeiro,et al.  MAS and SOA: Complementary Automation Paradigms , 2008, BASYS.

[20]  Dominique Guinard,et al.  SOCRADES: A Web Service Based Shop Floor Integration Infrastructure , 2008, IOT.

[21]  Uwe Schmidtmann,et al.  A service- and multi-agent-oriented manufacturing automation architecture: An IEC 62264 level 2 compliant implementation , 2012, Comput. Ind..

[22]  Vicent J. Botti,et al.  ANEMONA-S + Thomas: A Framework for Developing Service-Oriented Intelligent Manufacturing Systems , 2015, Service Orientation in Holonic and Multi-agent Manufacturing.

[23]  Marek Sikora,et al.  The IMC-AESOP Architecture for Cloud-Based Industrial Cyber-Physical Systems , 2014 .

[24]  Paulo Leitão.  Towards Self-organized Service-Oriented Multi-agent Systems , 2013, Service Orientation in Holonic and Multi Agent Manufacturing and Robotics.

[25]  Stamatis Karnouskos,et al.  Architecting the next generation of service-based SCADA/DCS system of systems , 2011, IECON 2011 - 37th Annual Conference of the IEEE Industrial Electronics Society.

[26]  T. Borangiu,et al.  Modeling and simulation for service-oriented agent based manufacturing systems , 2012, Proceedings of 2012 IEEE International Conference on Automation, Quality and Testing, Robotics.

[27]  Estefania Argente,et al.  An abstract architecture for virtual organizations: The THOMAS approach , 2011, Knowledge and Information Systems.

[28]  Paulo Leitão,et al.  Integration of virtual and real environments for engineering service-oriented manufacturing systems , 2011, Journal of Intelligent Manufacturing.

[29]  Sebastian Maisenbacher,et al.  Applicability of Agent-Based Modeling for Supporting Product-Service System Development , 2014 .

[30]  Jordi Sabater-Mir,et al.  Opening the black box of trust: reasoning about trust models in a BDI agent , 2013, J. Log. Comput..

[31]  P. Leitao,et al.  Service-oriented SCADA and MES supporting Petri nets based orchestrated automation systems , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.

[32]  Luc Bongaerts,et al.  Reference architecture for holonic manufacturing systems: PROSA , 1998 .

[33]  A D R I A N A G I R E T,et al.  Holons and Agents , 2022 .

[34]  Weiming Shen,et al.  An agent-based service-oriented integration architecture for collaborative intelligent manufacturing , 2007 .

[35]  Octavian Morariu,et al.  Customer order management in service oriented holonic manufacturing , 2012, Comput. Ind..

[36]  Vicent J. Botti,et al.  Engineering Holonic Manufacturing Systems , 2009, Comput. Ind..