End-to-end manufacturing in factories of the future

In the last decades, manufacturing companies have increasingly outsourced many of their functions in order to focus on their core skills and competencies. Moreover, manufacturers often have to join together in dynamic manufacturing networks in order to respond to business demands or new opportunities. Given the heterogeneity of enterprises systems, knowledge representation methods and semantics, the management of such networks is not trivial. The lack of standard tools, methodologies, and a common semantic makes the creation and monitoring of such networks difficult. Therefore, the IMAGINE project defined a framework for an interoperable end-to-end manufacturing that potentially will become essential in factories of the future. As a consequence the same project implemented a platform based on such framework guidelines which provides a central repository and standardised search, configuration and simulation capabilities to enable an efficient creation, monitoring and management of dynamic manufacturing networks. The paper presents an extension to the IMAGINE platform to enable any manufacturer to integrate its systems with such platform, in a way that guarantees seamless interoperability, thus ensuring proper communication and data exchange between all the partners in a manufacturing network throughout the entire manufacturing life cycle, from supplier search to manufacturing execution and monitoring. The use of the proposed platform extension is exemplified through a use case scenario in the furniture manufacturing sector.

[1]  David Frankel,et al.  Model Driven Architecture: Applying MDA to Enterprise Computing , 2003 .

[2]  Jiucheng Xu,et al.  Model Driven Service Interoperability through Use of Semantic Annotations , 2009, 2009 International Conference on Interoperability for Enterprise Software and Applications China.

[3]  Ricardo Jardim-Gonçalves,et al.  Interoperability of Complex Business Networks by Language Independent Information Models , 2010, ISPE CE.

[4]  Ricardo Jardim-Gonçalves,et al.  Dynamic Business Networks: A Headache for Sustainable Systems Interoperability , 2009, OTM Workshops.

[5]  Michael J. Pratt,et al.  Introduction to ISO 10303 - the STEP Standard for Product Data Exchange. pp , 2001, J. Comput. Inf. Sci. Eng..

[6]  George Chryssolouris,et al.  On the configuration and planning of dynamic manufacturing networks , 2012, Logist. Res..

[7]  António Grilo,et al.  Framework for Customers' Sentiment Analysis , 2014, IEEE Conf. on Intelligent Systems.

[8]  Dimitris Askounis,et al.  Towards Adopting Dynamic Manufacturing Networks for Future Manufacturing: Benefits and Risks of the IMAGINE DMN End-to-End Management Methodology , 2013, 2013 Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises.

[9]  Sotirios Koussouris,et al.  A novel methodology for managing dynamic manufacturing networks , 2013, 2013 International Conference on Engineering, Technology and Innovation (ICE) & IEEE International Technology Management Conference.

[10]  François Vernadat,et al.  UEML: Towards a unified enterprise modelling language , 2002 .

[11]  Nukala Viswanadham,et al.  Partner selection and synchronized planning in dynamic manufacturing networks , 2003, IEEE Trans. Robotics Autom..

[12]  Dimitris Askounis,et al.  Benefits and Risks in Dynamic Manufacturing Networks , 2012, APMS.

[13]  Ricardo Jardim-Gonçalves,et al.  Tuple-Based Semantic and Structural Mapping for a Sustainable Interoperability , 2011, DoCEIS.

[14]  Jose Ferreira,et al.  Collaborative production using dynamic manufacturing networks for SME's , 2014, 2014 International Conference on Engineering, Technology and Innovation (ICE).

[15]  Mike P. Papazoglou,et al.  A Reference Architecture and Knowledge-Based Structures for Smart Manufacturing Networks , 2015, IEEE Software.

[16]  Ricardo Jardim-Gonçalves,et al.  Knowledge framework for intelligent manufacturing systems , 2011, J. Intell. Manuf..

[17]  Adolfo Steiger-Garção,et al.  A reference model for sustainable interoperability in networked enterprises: towards the foundation of EI science base , 2012, Int. J. Comput. Integr. Manuf..

[18]  Hervé Panetto,et al.  Enterprise semantic modelling for interoperability , 2007, 2007 IEEE Conference on Emerging Technologies and Factory Automation (EFTA 2007).

[19]  Barry Turner,et al.  Centre for European Policy Studies , 2019, B-Model Gromov-Witten Theory.