Collaborative Networks: A Pillar of Digital Transformation

The notion of digital transformation encompasses the adoption and integration of a variety of new information and communication technologies for the development of more efficient, flexible, agile, and sustainable solutions for industrial systems. Besides technology, this process also involves new organizational forms and leads to new business models. As such, this work addresses the contribution of collaborative networks to such a transformation. An analysis of the collaborative aspects required in the various dimensions of the 4th industrial revolution is conducted based on a literature survey and experiences gained from several research projects. A mapping between the identified collaboration needs and research results that can be adopted from the collaborative networks area is presented. Furthermore, several new research challenges are identified and briefly characterized.

[1]  Hamideh Afsarmanesh,et al.  Collaborative Networks in Support of Service-Enhanced Products , 2011, PRO-VE.

[2]  Jairo R. Montoya-Torres,et al.  On the impact of collaborative strategies for goods delivery in city logistics , 2016 .

[3]  Xinguo Ming,et al.  An integrative framework for innovation management of product–service system , 2015 .

[4]  Jie Zhang,et al.  Multi-agent-based hierarchical collaborative scheduling in re-entrant manufacturing systems , 2016 .

[5]  Alf Inge Wang,et al.  Mobile peer-to-peer technology used to promote spontaneous collaboration , 2005, Proceedings of the 2005 International Symposium on Collaborative Technologies and Systems, 2005..

[6]  Luis M. Camarinha-Matos,et al.  Basis for an Approach to Design Collaborative Cyber-Physical Systems , 2019, DoCEIS.

[7]  Hamideh Afsarmanesh,et al.  Collaborative Networks as a Core Enabler of Industry 4.0 , 2017, PRO-VE.

[8]  Mark Elliott,et al.  Stigmergic Collaboration: A Framework for Understanding and Designing Mass Collaboration , 2016 .

[9]  Lifeng Zhou,et al.  Industry 4.0: Towards future industrial opportunities and challenges , 2015, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

[10]  Laine Mears,et al.  Digital Human and Robot Simulation in Automotive Assembly using Siemens Process Simulate: A Feasibility Study , 2019, Procedia Manufacturing.

[11]  Christiane Gresse von Wangenheim,et al.  Collaborative business processes for enhancing partnerships among software services providers , 2015, Enterp. Inf. Syst..

[12]  Luis M. Camarinha-Matos,et al.  Coalitions of manufacturing components for shop floor agility - the CoBASA architecture , 2003, Int. J. Netw. Virtual Organisations.

[13]  Wael Hafez,et al.  Human Digital Twin: Enabling Human-Multi Smart Machines Collaboration , 2019, IntelliSys.

[14]  Chiara Rossitto,et al.  Understanding Constellations of Technologies in Use in a Collaborative Nomadic Setting , 2014, Computer Supported Cooperative Work (CSCW).

[15]  Hamideh Afsarmanesh,et al.  Multi-agent-based agile scheduling , 1999, Robotics Auton. Syst..

[16]  Luis M. Camarinha-Matos,et al.  Collaborative services provision for solar power plants , 2017, Ind. Manag. Data Syst..

[17]  Jay Lee,et al.  Smart Agents in Industrial Cyber–Physical Systems , 2016, Proceedings of the IEEE.

[18]  Ray Y. Zhong,et al.  Big Data for supply chain management in the service and manufacturing sectors: Challenges, opportunities, and future perspectives , 2016, Comput. Ind. Eng..

[19]  Silvia Massa,et al.  Collaborative network of firms: antecedents and state-of-the-art properties , 2017, Int. J. Prod. Res..

[20]  Hamideh Afsarmanesh,et al.  A Roadmapping Methodology for Strategic Research on VO , 2004 .

[21]  Luis M. Camarinha-Matos,et al.  A modelling framework for collaborative network emotions , 2019, Enterp. Inf. Syst..

[22]  T. Baines,et al.  The servitization of manufacturing: A systematic literature review of interdependent trends , 2013 .

[23]  Boris Otto,et al.  Design Principles for Industrie 4.0 Scenarios , 2016, 2016 49th Hawaii International Conference on System Sciences (HICSS).

[24]  Ken Goldberg,et al.  Robots and the return to collaborative intelligence , 2019, Nature Machine Intelligence.

[25]  Majid Zamiri,et al.  Mass Collaboration and Learning: Opportunities, Challenges, and Influential Factors , 2019, Applied Sciences.

[26]  Hamideh Afsarmanesh,et al.  Semi-automated software service integration in virtual organisations , 2015, Enterp. Inf. Syst..

[27]  Zdzislaw Kowalczuk,et al.  Computational Approaches to Modeling Artificial Emotion – An Overview of the Proposed Solutions , 2016, Front. Robot. AI.

[28]  Paula Urze,et al.  Risk Assessment in Open Innovation Networks , 2015, PRO-VE.

[29]  Luis M. Camarinha-Matos,et al.  Virtual enterprise formation in the context of a sustainable partner network , 2017, Ind. Manag. Data Syst..

[30]  Hamideh Afsarmanesh,et al.  The management of ontologies in the VO Breeding Environments domain , 2010 .

[31]  Rolf Steinhilper,et al.  The Digital Twin: Realizing the Cyber-Physical Production System for Industry 4.0☆ , 2017 .

[32]  Hamideh Afsarmanesh,et al.  Green Virtual Enterprise Breeding Environments Bag of Assets Management: A Contribution to the Sharing Economy , 2015, PRO-VE.

[33]  Luis M. Camarinha-Matos,et al.  Novel Approaches to Handle Disruptions in Business Ecosystems , 2019, DoCEIS.

[34]  Sarah Zribi,et al.  Supporting interoperability of collaborative networks through engineering of a service-based Mediation Information System (MISE 2.0) , 2015, Enterp. Inf. Syst..

[35]  Luis M. Camarinha-Matos,et al.  Collaborative networked organizations: Status and trends in manufacturing , 2009, Annu. Rev. Control..

[36]  B. Bhargava,et al.  Secure information sharing in digital supply chains , 2013, 2013 3rd IEEE International Advance Computing Conference (IACC).

[37]  A. Neely,et al.  Service Business Model Innovation: the digital twin technology , 2019 .

[38]  Hamideh Afsarmanesh,et al.  On the classification and management of Virtual Organisation Breeding Environments , 2009, Int. J. Inf. Technol. Manag..

[39]  Américo Azevedo,et al.  Implementation of customisation strategies in collaborative networks through an innovative Reference Framework , 2016 .

[40]  Hamideh Afsarmanesh,et al.  On service-enhanced product recommendation guiding users through complex product specification , 2015, 2015 International Conference on Computing and Communications Technologies (ICCCT).

[41]  Hans Schaffers,et al.  The Relevance of Blockchain for Collaborative Networked Organizations , 2018, PRO-VE.

[42]  István Mezgár Collaborative Networks and ICT Trends for Future CPPS and Beyond , 2019, PRO-VE.

[43]  Luis M. Camarinha-Matos,et al.  Interplay of Collaborative Networks in Product Servicing , 2013, PRO-VE.

[44]  Alasdair Gilchrist Industry 4.0 , 2016, Apress.

[45]  Hamideh Afsarmanesh,et al.  Cloud-Based Collaborative Business Services Provision , 2013, ICEIS.

[46]  Miroslav Svitek,et al.  Industry 4.0 as a part of smart cities , 2016, 2016 Smart Cities Symposium Prague (SCSP).

[47]  Ruha Benjamin,et al.  The rise of the platform economy , 2016 .

[48]  Nikolay Mehandjiev,et al.  Dynamic Business Process Formation for Instant Virtual Enterprises , 2010 .

[49]  Peter Bernus,et al.  Towards the Next Generation Service Oriented Enterprise Architecture , 2015, 2015 IEEE 19th International Enterprise Distributed Object Computing Workshop.

[50]  Luis M. Camarinha-Matos,et al.  Towards collaborative Virtual Power Plants: Trends and convergence , 2018, Sustainable Energy, Grids and Networks.

[51]  Ariel Tseitlin The Antifragile Organization , 2013, ACM Queue.

[52]  Hamideh Afsarmanesh,et al.  The Role of Collaborative Networks in Sustainability , 2010, PRO-VE.

[53]  Américo Azevedo,et al.  Reference model for collaborative manufacturing of customised products: applications in the fashion industry , 2014 .

[54]  John S. Fitzgerald,et al.  A Formal Model-Based Approach to Engineering Systems-of-Systems , 2012, PRO-VE.

[55]  Åsa Fast-Berglund,et al.  Towards a Human-Centred Reference Architecture for Next Generation Balanced Automation Systems: Human-Automation Symbiosis , 2015, APMS.

[56]  Luis M. Camarinha-Matos,et al.  Agreement negotiation support in virtual organisation creation–an illustrative case , 2010 .

[57]  Kalle Lyytinen,et al.  Digital product innovation within four classes of innovation networks , 2016, Inf. Syst. J..

[58]  Andrew Lyons,et al.  Collaboration for Innovation Networks: Towards a Reference Model , 2015, PRO-VE.

[59]  Sang Do Noh,et al.  Smart manufacturing: Past research, present findings, and future directions , 2016, International Journal of Precision Engineering and Manufacturing-Green Technology.

[60]  Luis M. Camarinha-Matos Collaborative Networks: A Mechanism for Enterprise Agility and Resilience , 2014, I-ESA.

[61]  Hamideh Afsarmanesh,et al.  Semi-automated BP Integration in Virtual Organizations , 2016, PRO-VE.

[62]  George Q. Huang,et al.  Physical Internet and interconnected logistics services: research and applications , 2017, Int. J. Prod. Res..

[63]  Kai Petersen,et al.  Guidelines for conducting systematic mapping studies in software engineering: An update , 2015, Inf. Softw. Technol..

[64]  Luis M. Camarinha-Matos,et al.  Value systems alignment analysis in collaborative networked organizations management , 2017 .

[65]  Rosanna Fornasiero,et al.  A structured approach for customised production in SME collaborative networks , 2013 .

[66]  Xavier Boucher,et al.  Economic and Organizational Transition towards Product/Service Systems: The Case of French SMEs , 2012, PRO-VE.

[67]  Luis M. Camarinha-Matos,et al.  Negotiation Support for Co-design of Business Services , 2014, PRO-VE.

[68]  Ovidiu Sever Noran,et al.  Green Virtual Enterprises and their Breeding Environments: Engineering their Sustainability as Systems of Systems for the Circular Economy , 2015 .

[69]  Luis M. Camarinha-Matos,et al.  SCoPE: Service Composition and Personalization Environment , 2018, Applied Sciences.

[70]  Luis M. Camarinha-Matos,et al.  Collaborative enterprise networks for solar energy , 2015, 2015 International Conference on Computing and Communications Technologies (ICCCT).

[71]  Marianna Sigala,et al.  Collaborative commerce in tourism: implications for research and industry , 2017 .

[72]  David Romero,et al.  Collaborative Networks as Modern Industrial Organisations: Real Case Studies , 2013, Int. J. Comput. Integr. Manuf..

[73]  Kjell Hole,et al.  Principles Ensuring Anti-fragility , 2016 .

[74]  I. Graessler,et al.  Integration of a digital twin as human representation in a scheduling procedure of a cyber-physical production system , 2017, 2017 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM).

[75]  Rasmus Dahlberg,et al.  Resilience and Complexity: Conjoining the Discourses of Two Contested Concepts , 2015 .

[76]  Peter Bernus,et al.  Innovation Ecosystems: A Collaborative Networks Perspective , 2015, PRO-VE.

[77]  Hamideh Afsarmanesh,et al.  Roots of Collaboration: Nature-Inspired Solutions for Collaborative Networks , 2018, IEEE Access.

[78]  Hamideh Afsarmanesh,et al.  Competency Modeling Targeted on Promotion of Organizations Towards VO Involvement , 2008, Virtual Enterprises and Collaborative Networks.

[79]  Kennie H. Jones International Workshop : From Dependable to Resilient , from Resilient to Antifragile Ambients and Systems ( ANTIFRAGILE 2014 ) Engineering Antifragile Systems : A Change In Design Philosophy , 2014 .

[80]  A. H. M. Shamsuzzoha,et al.  Dynamic and collaborative business networks in the fashion industry , 2013, Int. J. Comput. Integr. Manuf..

[81]  Masayuki Matsui,et al.  Horizontal integration management: An optimal switching model for parallel production system with multiple periods in smart supply chain environment , 2020 .

[82]  Hamideh Afsarmanesh,et al.  Behavioral Norms in Virtual Organizations , 2014, PRO-VE.

[83]  Hamideh Afsarmanesh,et al.  On reference models for collaborative networked organizations , 2008 .

[84]  Massimo Panarotto,et al.  Value-driven product service systems development: Methods and industrial applications , 2016 .

[85]  Hamideh Afsarmanesh,et al.  Models, Methodologies, and Tools Supporting Establishment and Management of Second-Generation VBEs , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[86]  Agostino Villa,et al.  Multi-agent Systems for Production Management in Collaborative Manufacturing , 2017, PRO-VE.

[87]  Rainer Drath,et al.  Industrie 4.0: Hit or Hype? [Industry Forum] , 2014, IEEE Industrial Electronics Magazine.

[88]  Jiafu Wan,et al.  Industrie 4.0: Enabling technologies , 2015, Proceedings of 2015 International Conference on Intelligent Computing and Internet of Things.

[89]  Mantas Vilkas,et al.  Managing Capabilities for Supply Chain Resilience Through it Integration , 2017 .

[90]  André Thomas,et al.  Digital transformation of manufacturing through cloud services and resource virtualization , 2019, Comput. Ind..

[91]  H. Afsarmanesh,et al.  Trust analysis and assessment in virtual organization breeding environments , 2008 .

[92]  David Chen,et al.  Challenges and current developments for Sensing, Smart and Sustainable Enterprise Systems , 2016, Comput. Ind..

[93]  A. Molina,et al.  Collaborative networked organisations and customer communities: value co-creation and co-innovation in the networking era , 2011 .

[94]  Edward Curry,et al.  The Big Data Value Chain: Definitions, Concepts, and Theoretical Approaches , 2016, New Horizons for a Data-Driven Economy.

[95]  M. Ben-Daya,et al.  Internet of things and supply chain management: a literature review , 2019, Int. J. Prod. Res..

[96]  Hamideh Afsarmanesh,et al.  Collaborative networked organizations - Concepts and practice in manufacturing enterprises , 2009, Comput. Ind. Eng..

[97]  L. Camarinha-Matos,et al.  Performance indicators for collaborative business ecosystems — Literature review and trends , 2017 .

[98]  Li Da Xu,et al.  Industry 4.0: state of the art and future trends , 2018, Int. J. Prod. Res..

[99]  Hamideh Afsarmanesh,et al.  FETR: a framework to establish trust relationships among organizations in VBEs , 2010, J. Intell. Manuf..

[100]  Christopher Durugbo,et al.  Collaborative networks: a systematic review and multi-level framework , 2016 .

[101]  Luis M. Camarinha-Matos,et al.  An approach to assess collaboration readiness , 2009 .

[102]  Rosanna Fornasiero,et al.  Moving towards digitalization: a multiple case study in manufacturing , 2020 .

[103]  C. Kowalkowski,et al.  Resource integration through digitalisation: a service ecosystem perspective , 2019, Journal of Marketing Management.

[104]  A. Moniz,et al.  Robots Working with Humans or Humans Working with Robots? Searching for Social Dimensions in New Human-Robot Interaction in Industry , 2016 .

[105]  Hamideh Afsarmanesh,et al.  UvA-DARE ( Digital Academic Repository ) A comprehensive research roadmap for ICT and ageing , 2013 .

[106]  László Monostori,et al.  ScienceDirect Variety Management in Manufacturing . Proceedings of the 47 th CIRP Conference on Manufacturing Systems Cyber-physical production systems : Roots , expectations and R & D challenges , 2014 .