Historical survey and emerging challenges of manufacturing automation modeling and control: A systems architecting perspective

Abstract An architecting perspective is derived as part of a more global perspective, related to manufacturing automation modeling and control through four industrial revolutions. This historical survey (Pereira et al., 2017) highlights the impact of digitalization both on isolated machines and devices, and on the architecting of large-scale manufacturing and logistics systems. To distribute the holistic control over related components, two main paradigms have been followed for the engineering of those System of Systems (SoS): (1) technology-enhanced, and (2) bio-inspired. In both, the cognitive orchestration of the knowledge and skills involved in a system project remains challenging for the interdisciplinary togetherness and harmony required beyond the disciplinary boundaries. Finally, lessons learned, as well as acquired knowledge through this innovative history are addressed with several open questions and emerging challenges related to the cyber-physical systems evolution.

[1]  Jeffrey V. Nickerson,et al.  Anticipatory systems: philosophical, mathematical, and methodological foundations , 2012, Int. J. Gen. Syst..

[2]  Torgeir Welo,et al.  Development of Manufacturing Sustainability Assessment Using Systems Thinking , 2015 .

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

[4]  Zhi Jin Revisiting the Meaning of Requirements , 2006, Journal of Computer Science and Technology.

[5]  Gérard Morel,et al.  Integrative construct for Model-Based Human-System Integration: a case study , 2014 .

[6]  Susana Relvas,et al.  Alexandre Dolgui and Jean-Marie Proth, Supply Chain Engineering - Useful Methods and Techniques , Springer-Verlag (2010) 541 pp., ISBN: 978-1-84996-016-8 , 2010, Eur. J. Oper. Res..

[7]  Brian Sauser,et al.  Systemic Thinking: Building Maps for Worlds of Systems , 2013 .

[8]  Liu Mei A review of the field bus , 2004 .

[9]  Hervé Panetto,et al.  Towards a classification framework for interoperability of enterprise applications , 2007, Int. J. Comput. Integr. Manuf..

[10]  Shimon Y. Nof Collaborative e-work and e-manufacturing: challenges for production and logistics managers , 2006, J. Intell. Manuf..

[11]  Gérard Morel,et al.  New paradigms for a product oriented modelling: Case study for traceability , 2009, Comput. Ind..

[12]  Giselle Weiss,et al.  Simplexity: Simplifying Principles for a Complex World , 2012 .

[13]  Gérard Morel,et al.  Improving Physical-Physiological Interaction Requirements for Maintenance Enabling Systems Specification , 2013, IFAC HMS.

[14]  Gérard Morel,et al.  Improving Human-System Digital Interaction for Industrial System Control: Some Systems Engineering Issues , 2010 .

[15]  José Reinaldo Silva,et al.  Product-Service Architecture (PSA): toward a Service Engineering perspective in Industry 4.0 , 2016 .

[16]  Fei Tao,et al.  Cloud manufacturing: a computing and service-oriented manufacturing model , 2011 .

[17]  Benoît Iung,et al.  Conceptual framework for e-Maintenance: Illustration by e-Maintenance technologies and platforms , 2009, Annu. Rev. Control..

[18]  Radu F. Babiceanu,et al.  Development and Applications of Holonic Manufacturing Systems: A Survey , 2006, J. Intell. Manuf..

[19]  Hiroyuki Yoshikawa,et al.  Manufacturing and the 21st century — Intelligent manufacturing systems and the renaissance of the manufacturing industry , 1995 .

[20]  Shimon Y. Nof,et al.  Collaborative intelligence in knowledge based service planning , 2013, Expert Syst. Appl..

[21]  John Boardman,et al.  Systems Thinking: Coping with 21st Century Problems , 2008 .

[22]  Barbara Messing,et al.  An Introduction to MultiAgent Systems , 2002, Künstliche Intell..

[23]  Brian J. Sauser,et al.  The conceptagon: A framework for systems thinking and systems practice , 2009, 2009 IEEE International Conference on Systems, Man and Cybernetics.

[24]  Jay Lee,et al.  Watchdog Agent - an infotronics-based prognostics approach for product performance degradation assessment and prediction , 2003, Adv. Eng. Informatics.

[25]  Shimon Y. Nof,et al.  Revolutionizing Collaboration through e-Work, e-Business, and e-Service , 2015 .

[26]  Duncan C. McFarlane,et al.  Product intelligence in industrial control: Theory and practice , 2013, Annu. Rev. Control..

[27]  John A. Zachman,et al.  A Framework for Information Systems Architecture , 1987, IBM Syst. J..

[28]  Kurt Kosanke,et al.  CIMOSA: Open System Architecture for CIM , 1993, Research Reports ESPRIT.

[29]  Theodore J. Williams,et al.  The Purdue Enterprise Reference Architecture , 1992, DIISM.

[30]  Guy A. Boy,et al.  The Handbook of Human-Machine Interaction: A Human-Centered Design Approach , 2012 .

[31]  L. Bertalanffy General system theory : foundations, development, applications , 1977 .

[32]  Paul Nugent,et al.  The Hidden Perils of Addressing Complexity with Formal Process - A Philosophical and Empirical Analysis , 2014, CSDM.

[33]  Shimon Y. Nof Collaborative control theory for e-Work, e-Production, and e-Service , 2007, Annu. Rev. Control..

[34]  J.-B. Leger,et al.  Integration of maintenance in the enterprise: Towards an enterprise modelling-based framework compliant with proactive maintenance strategy , 2001 .

[35]  Bernard Riera,et al.  Synthesis and implementation of logic controllers - A review , 2017, Annu. Rev. Control..

[36]  Kazuko Takahashi,et al.  A Description and Reasoning of Plant Controllers in Temporal Logic , 1983, IJCAI.

[37]  Dominique Galara ROADMAP TO MASTER THE COMPLEXITY OF PROCESS OPERATION TO HELP OPERATORS IMPROVE SAFETY, PRODUCTIVITY AND REDUCE ENVIRONMENTAL IMPACT , 2006 .

[38]  Shimon Y. Nof,et al.  Conflict and error prevention and detection in complex networks , 2012, Autom..

[39]  Shimon Y. Nof,et al.  Manufacturing Service: From e-Work and Service-Oriented Approach towards a Product-Service Architecture , 2015 .

[40]  Damien Trentesaux,et al.  Embedded holonic fault diagnosis of complex transportation systems , 2013, Eng. Appl. Artif. Intell..

[41]  Harold W. Lawson A Journey Through the Systems Landscape , 2010, Systems.

[42]  M. Mitchell Waldrop,et al.  Complexity : the emerging science and the edge of order and chaos , 1992 .

[43]  Brian J. Sauser,et al.  Transitioning Systems Thinking to Model-Based Systems Engineering: Systemigrams to SysML Models , 2015, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[44]  Shimon Y. Nof,et al.  The dynamic lines of collaboration model: Collaborative disruption response in cyber-physical systems , 2015, Comput. Ind. Eng..

[45]  Shimon Y. Nof,et al.  The collaborative factory of the future , 2017, Int. J. Comput. Integr. Manuf..

[46]  Rodrigo Reyes Levalle,et al.  Resilience in supply networks: Definition, dimensions, and levels , 2017, Annu. Rev. Control..

[47]  H. Erbe IFAC Professional Brief Technologies for Cost Effective Automation in Manufacturing ( Low Cost Automation ) , 2002 .

[48]  C. Kurtz,et al.  The New Dynamics of Strategy sensemaking in a complex-complicated world , 2004 .

[49]  Alan Fitzmorris,et al.  The Art Of Systems Architecting Third Edition , 2009 .

[50]  Anand S. Rao,et al.  BDI Agents: From Theory to Practice , 1995, ICMAS.

[51]  Robert Rosen,et al.  Anticipatory systems : philosophical, mathematical, and methodological foundations , 1985 .

[52]  Marcus Bjelkemyr System of Systems Characteristics in Production System Engineering , 2009 .

[53]  Pingyu Jiang,et al.  Towards a cyber-physical-social-connected and service-oriented manufacturing paradigm: Social Manufacturing , 2016 .

[54]  Herbert A. Simon,et al.  The Sciences of the Artificial , 1970 .

[55]  Detlef Zühlke,et al.  SmartFactory - Towards a factory-of-things , 2010, Annu. Rev. Control..

[56]  Shimon Y. Nof,et al.  Design of effective e-Work: review of models, tools, and emerging challenges , 2003 .

[57]  Paulo Leitão,et al.  Intelligent products: The grace experience , 2015 .

[58]  Philippe Dessante,et al.  Model of Intention: A concept to support models building in a complex system design project , 2014 .

[59]  Bashar Nuseibeh,et al.  Relating software requirements and architectures using problem frames , 2002, Proceedings IEEE Joint International Conference on Requirements Engineering.

[60]  Theodore J. Williams,et al.  Advances in Industrial Automation: Historical Perspectives , 2009, Handbook of Automation.

[61]  Nick Groom,et al.  12. The ghost in the machine , 2012 .

[62]  Michele Dassisti,et al.  Anti-logicist framework for design-knowledge representation , 2015, Annu. Rev. Control..

[63]  Shimon Y. Nof,et al.  Manufacturing-as-a-Service—From e-Work and Service-Oriented Architecture to the Cloud Manufacturing Paradigm , 2015 .

[64]  Chai Xu-dong,et al.  Cloud manufacturing:a new service-oriented networked manufacturing model , 2010 .

[65]  Duncan McFarlane,et al.  Product identity and its impact on discrete event observability , 2003, 2003 European Control Conference (ECC).

[66]  Juan Llorens Morillo,et al.  Requirements Verification in the Industry , 2011, CSDM.

[67]  R. Schmenner Manufacturing, service, and their integration: some history and theory , 2009 .

[68]  G. Doumeingts,et al.  State-of-the-art on models, architectures and methodologies , 1996 .

[69]  J. Brier,et al.  Problem frames for socio-technical systems: predictability and change , 2004 .

[70]  Carlos Eduardo Pereira,et al.  Building an Ontology for Intelligent Maintenance Systems and Spare Parts Supply Chain Integration , 2014 .

[71]  Paul Valckenaers and Handrik Van Brussel Design for the Unexpected : From Holonic Manufacturing Systems Towards A Humane Mechatronics Society - 978-0-12-803662-4 , 2015 .

[72]  François Vernadat,et al.  Open system architecture for CIM: edited by ESPRIT Consortium AMICE. Published by Springer-Verlag, Berlin, Germany. 1989. 212pp. £14.00 , 1992 .

[73]  Marek B. Zaremba,et al.  Integration and control of intelligence in distributed manufacturing , 2003, J. Intell. Manuf..

[74]  Benoît Iung,et al.  Distributed intelligent actuation and measurement (IAM) system within an integrated shop-floor organisation , 1998 .

[75]  David Pouvreau,et al.  On the history of Ludwig von Bertalanffy’s “general systemology”, and on its relationship to cybernetics - Part II: Contexts and developments of the systemological hermeneutics instigated by von Bertalanffy , 2014, Int. J. Gen. Syst..

[76]  Carlos Eduardo Pereira,et al.  Manufacturing plant control: Challenges and issues , 2007 .

[77]  Frédérique Mayer,et al.  System‐centered specification of physico–physiological interactions of sensory perception , 2019 .

[78]  Javier Martinez Silva,et al.  FORMAL REQUIREMENTS SPECIFICATION FOR MICROGRID BASED IN ARCHITECTURE IEC61850 , 2018 .

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

[80]  Shimon Y. Nof,et al.  Perspectives on Manufacturing Automation Under the Digital and Cyber Convergence , 2018, Polytechnica.

[81]  Paul Valckenaers ARTI Reference Architecture - PROSA Revisited , 2018, SOHOMA.

[82]  Shimon Y. Nof,et al.  Information systems and knowledge management in industrial engineering: recent advances and new perspectives , 2018 .

[83]  David Alan Bourne,et al.  Manufacturing intelligence , 1988 .

[84]  Michael Jackson,et al.  The meaning of requirements , 1997, Ann. Softw. Eng..

[85]  Vladimír Marík,et al.  Industrial adoption of agent-based technologies , 2005, IEEE Intelligent Systems.

[86]  M. Mesarovic,et al.  Theory of Hierarchical, Multilevel, Systems , 1970 .

[87]  Cristian Ciurea,et al.  Computer-Supported Collaborative Decision-Making , 2016 .

[88]  J. Proth,et al.  Supply Chain Engineering : Useful Methods and Techniques , 2009 .

[89]  Kenwood H. Hall,et al.  Rockwell Automation's Holonic and Multiagent Control Systems Compendium , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

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

[91]  Frédérique Mayer Exploring the notion of situation for responsive manufacturing systems specification issues , 2018 .

[92]  C. Robert Kenley,et al.  Next-generation enterprise architectures: Common vernacular and evolution towards service-orientation , 2017, 2017 IEEE 15th International Conference on Industrial Informatics (INDIN).

[93]  Carlos Eduardo Pereira,et al.  Digital Twin Data Modeling with AutomationML and a Communication Methodology for Data Exchange , 2016 .

[94]  Antonio Giovannini A knowledge representation framework for the design and the evaluation of a product variety. (Un cadre de modélisation pour la représentation de la connaissance à l'aide de la conception et l'évaluation de variétés de produits) , 2015 .

[95]  Herbert A. Simon,et al.  The Sciences of the Artificial , 1970 .

[96]  Brian J. Sauser,et al.  In Search of Systems "DNA" , 2009, J. Comput..

[97]  László Monostori,et al.  From plant and logistics control to multi-enterprise collaboration , 2006, Annu. Rev. Control..

[98]  Gérard Morel,et al.  Connexion cluster: concepts and frameworks , 2012 .

[99]  M. Mead,et al.  Cybernetics , 1953, The Yale Journal of Biology and Medicine.

[100]  Rodrigo Reyes Levalle Resilience by Teaming in Supply Chains and Networks , 2017 .

[101]  James S. Albus,et al.  Outline for a theory of intelligence , 1991, IEEE Trans. Syst. Man Cybern..

[102]  Shimon Y. Nof,et al.  Research Advances in Manufacturing with Service-Oriented e-Work and Production , 2013 .

[103]  E. Rechtin,et al.  The art of systems architecting , 1996, IEEE Spectrum.

[104]  J. Lopreato,et al.  General system theory : foundations, development, applications , 1970 .

[105]  Shimon Y. Nof,et al.  Collaborative service-component integration in cloud manufacturing , 2018, Int. J. Prod. Res..

[106]  László Monostori,et al.  Cooperative control in production and logistics , 2015, Annu. Rev. Control..