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2019 | OriginalPaper | Buchkapitel

4. System of Systems Modelling

verfasst von : John P. T. Mo, Ronald C. Beckett

Erschienen in: Systems Engineering in Research and Industrial Practice

Verlag: Springer International Publishing

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Abstract

The design, manufacturing and through-life support of modern engineering systems such as an aircraft or a frigate are complex, multifaceted and may change over time. These engineering systems are working in an environment that has multiple individual users, complicated supply chain, many government and socially affected stakeholders. In essence, these systems are working as a system of interacting semi-autonomous systems each of which are governed by their individual set of rules and could operate with different enterprise structures. Engineers trying to apply the theory of systems engineering to “design” a system of systems find the outcome often unpredictable and uncontrollable, as the linked systems operate with high degree of independence. System operations are embedded in business networks that are evolving and changing all the time. Individuals and organisations participate voluntarily in the networks. They can come and go at any time without warning. This highly uncertain relationship requires a different approach. This chapter will address the modelling requirements to design, develop, implement and operate a complex system that interacts with many socio-technical systems. The methodology is illustrated by two case studies.

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Literatur
1.
Zurück zum Zitat Department of Defense (2008) Systems engineering guide for system of systems, version 1.0 Department of Defense (2008) Systems engineering guide for system of systems, version 1.0
3.
Zurück zum Zitat Bouziat T, Combettes S, Camps V, Boes J (2017) Cooperative multi-agent approach for computational systems of systems architecting. In: 9th international conference on agents and artificial intelligence (ICAART 2017), 24 Feb 2017–26 Feb 2017, Porto. https://doi.org/10.5220/0006190101740181 Bouziat T, Combettes S, Camps V, Boes J (2017) Cooperative multi-agent approach for computational systems of systems architecting. In: 9th international conference on agents and artificial intelligence (ICAART 2017), 24 Feb 2017–26 Feb 2017, Porto. https://​doi.​org/​10.​5220/​0006190101740181​
5.
Zurück zum Zitat Olwell DH, Henry D, Pyster A, Hutchison N, Enck S, Anthony JF Jr (2013) Analysis of the references from the guide to the systems engineering body of knowledge (SEBoK). Procedia Comput Sci 16:1000–1006CrossRef Olwell DH, Henry D, Pyster A, Hutchison N, Enck S, Anthony JF Jr (2013) Analysis of the references from the guide to the systems engineering body of knowledge (SEBoK). Procedia Comput Sci 16:1000–1006CrossRef
6.
Zurück zum Zitat Honour E (2013) Designing for adaptability and evolution in system of systems engineering. Presented at National Defense Industry Association systems engineering conference, Arlington, Va. Accessed 21 Nov 2017 Honour E (2013) Designing for adaptability and evolution in system of systems engineering. Presented at National Defense Industry Association systems engineering conference, Arlington, Va. Accessed 21 Nov 2017
7.
Zurück zum Zitat Dahmann J, Rebovich G, Lane J, Lowry R, Baldwin K (2011) An implementers’ view of systems engineering for systems of systems. In: Proceedings of the IEEE systems conference, Montreal, QC, Canada, 4–7 Apr Dahmann J, Rebovich G, Lane J, Lowry R, Baldwin K (2011) An implementers’ view of systems engineering for systems of systems. In: Proceedings of the IEEE systems conference, Montreal, QC, Canada, 4–7 Apr
8.
Zurück zum Zitat Sherwin DJA (2000) A review of overall models for maintenance management. J Qual Maint Eng 6(3):138–164 Sherwin DJA (2000) A review of overall models for maintenance management. J Qual Maint Eng 6(3):138–164
9.
Zurück zum Zitat Barabadi A, Barabady J, Markeset T (2005) Maintainability analysis considering time-dependent and time-independent covariates. Reliab Eng Syst Saf 96(1):210–217 Barabadi A, Barabady J, Markeset T (2005) Maintainability analysis considering time-dependent and time-independent covariates. Reliab Eng Syst Saf 96(1):210–217
10.
Zurück zum Zitat Chan FTS, Lau HCW, Ip RWL, Chan HK, Kong S (2005) Implementation of total productive maintenance: a case study. Int J Prod Econ 95(1):71–94CrossRef Chan FTS, Lau HCW, Ip RWL, Chan HK, Kong S (2005) Implementation of total productive maintenance: a case study. Int J Prod Econ 95(1):71–94CrossRef
11.
Zurück zum Zitat Tam ASB, Chan WM, Price JWH (2006) Optimal maintenance intervals for a multi-component system. Prod Plan Control 17(8):769–779CrossRef Tam ASB, Chan WM, Price JWH (2006) Optimal maintenance intervals for a multi-component system. Prod Plan Control 17(8):769–779CrossRef
12.
Zurück zum Zitat Colombo S, Demichela M (2008) The systematic integration of human factors into safety analyses: an integrated engineering approach. Reliab Eng Syst Saf 93(12):1911–1921 Colombo S, Demichela M (2008) The systematic integration of human factors into safety analyses: an integrated engineering approach. Reliab Eng Syst Saf 93(12):1911–1921
13.
Zurück zum Zitat Mo JPT (2012) Product services systems and their risks. In: Asset management conference ICOMS2012, 4–8 June 2012, Paper No. 944, Hobart, Australia Mo JPT (2012) Product services systems and their risks. In: Asset management conference ICOMS2012, 4–8 June 2012, Paper No. 944, Hobart, Australia
14.
Zurück zum Zitat Chesbrough H (2010) Business model innovation: opportunities and barriers. Long Range Plan 43:354–363CrossRef Chesbrough H (2010) Business model innovation: opportunities and barriers. Long Range Plan 43:354–363CrossRef
15.
Zurück zum Zitat Teece DJ (2010) Business models, business strategy and innovation. Long Range Plan 43(2):172–194 Teece DJ (2010) Business models, business strategy and innovation. Long Range Plan 43(2):172–194
16.
Zurück zum Zitat Johansson P, Olhager J (2006) Linking product–process matrices for manufacturing and industrial service operations. Int J Prod Econ 104(2):615–624CrossRef Johansson P, Olhager J (2006) Linking product–process matrices for manufacturing and industrial service operations. Int J Prod Econ 104(2):615–624CrossRef
17.
Zurück zum Zitat Neely AD (2009) Exploring the financial consequences of the servitization of manufacturing. Oper Manage Res 2(1):103–118 Neely AD (2009) Exploring the financial consequences of the servitization of manufacturing. Oper Manage Res 2(1):103–118
18.
Zurück zum Zitat Shen ZJM, Daskin MS (2005) Trade-offs between customer service and cost in integrated supply chain design. Manuf Serv Oper Manage 7(3):188–207CrossRef Shen ZJM, Daskin MS (2005) Trade-offs between customer service and cost in integrated supply chain design. Manuf Serv Oper Manage 7(3):188–207CrossRef
19.
Zurück zum Zitat IfM, IBM (2007) Succeeding through service innovation: a discussion paper. University of Cambridge, UK, 33 p. ISBN: 978-1-902546-59-8 IfM, IBM (2007) Succeeding through service innovation: a discussion paper. University of Cambridge, UK, 33 p. ISBN: 978-1-902546-59-8
20.
Zurück zum Zitat Tukker A (2004) Eight types of product-service system: eight ways to sustainability? Experiences from SusProNET. Bus Strategy Environ 13(4):246–260CrossRef Tukker A (2004) Eight types of product-service system: eight ways to sustainability? Experiences from SusProNET. Bus Strategy Environ 13(4):246–260CrossRef
21.
Zurück zum Zitat Spohrer J, Maglio PP, Bailey J, Gruhl D (2007) Steps toward a science of service systems. Computer 40(1):71–77CrossRef Spohrer J, Maglio PP, Bailey J, Gruhl D (2007) Steps toward a science of service systems. Computer 40(1):71–77CrossRef
22.
Zurück zum Zitat Ng ICL, Parry G, McFarlane D, Tasker P (2011) Towards a core integrative framework for complex engineering service systems. In: Ng ICL, Wild P, Parry G, McFarlane D, Tasker P (eds) Complex service systems: concepts and research. Springer, UK. ISBN: 0857291882 Ng ICL, Parry G, McFarlane D, Tasker P (2011) Towards a core integrative framework for complex engineering service systems. In: Ng ICL, Wild P, Parry G, McFarlane D, Tasker P (eds) Complex service systems: concepts and research. Springer, UK. ISBN: 0857291882
23.
Zurück zum Zitat Doucet G, Gøtze J, Saha P, Bernard S (2008) Coherency management: using enterprise architecture for alignment, agility, and assurance. J Enterp Archit 4(2):9–20 Doucet G, Gøtze J, Saha P, Bernard S (2008) Coherency management: using enterprise architecture for alignment, agility, and assurance. J Enterp Archit 4(2):9–20
24.
Zurück zum Zitat Veneziano V, Jones S, Britton C (1999) Adding a systemic view to the requirements engineering processes. In: Proceedings, tenth international workshop on database and expert systems applications, 1–3 Sept, Florence, Italy, pp 321–325 Veneziano V, Jones S, Britton C (1999) Adding a systemic view to the requirements engineering processes. In: Proceedings, tenth international workshop on database and expert systems applications, 1–3 Sept, Florence, Italy, pp 321–325
25.
Zurück zum Zitat Bernus P, Nemes L (1996) A framework to define a generic enterprise reference architecture and methodology. Comput Integr Manuf Syst 9(3):179–191CrossRef Bernus P, Nemes L (1996) A framework to define a generic enterprise reference architecture and methodology. Comput Integr Manuf Syst 9(3):179–191CrossRef
26.
Zurück zum Zitat Chattopadhyay S, Mo JPT (2010) Modelling a global EPCM (engineering, procurement and construction management) enterprise. Int J Eng Bus Manage 2(1):1–8 Chattopadhyay S, Mo JPT (2010) Modelling a global EPCM (engineering, procurement and construction management) enterprise. Int J Eng Bus Manage 2(1):1–8
27.
Zurück zum Zitat Mo JPT, Nemes L (2010) Issues using EA for merger and acquisition. In: Doucet G, Gøtze J, Saha P, Bernard S (eds) Coherency management: architecting the enterprise for alignment, agility, and assurance, chapter 9. AuthorHouse, pp 235–262. ISBN 978-143899-60783 Mo JPT, Nemes L (2010) Issues using EA for merger and acquisition. In: Doucet G, Gøtze J, Saha P, Bernard S (eds) Coherency management: architecting the enterprise for alignment, agility, and assurance, chapter 9. AuthorHouse, pp 235–262. ISBN 978-143899-60783
28.
Zurück zum Zitat Bessant J, Tidd J (2007) Innovation and entrepreneurship. Wiley, Chichester Bessant J, Tidd J (2007) Innovation and entrepreneurship. Wiley, Chichester
29.
Zurück zum Zitat Miles I (2013) Interactive impacts – foresight as a product, service and coproduction process. In: Meissner D, Gokhberg L, Sokolov A (eds) Science, technology and innovation policy for the future. Springer, Berlin, Heidelberg, pp 63–81. ISBN: 978-3-642-31826-9 Miles I (2013) Interactive impacts – foresight as a product, service and coproduction process. In: Meissner D, Gokhberg L, Sokolov A (eds) Science, technology and innovation policy for the future. Springer, Berlin, Heidelberg, pp 63–81. ISBN: 978-3-642-31826-9
30.
Zurück zum Zitat Peruzzini M, Marilungo E, Germani M (2015) Structured requirements elicitation for product-service system. Int J Agile Syst Manage 8(3/4):189–218CrossRef Peruzzini M, Marilungo E, Germani M (2015) Structured requirements elicitation for product-service system. Int J Agile Syst Manage 8(3/4):189–218CrossRef
31.
Zurück zum Zitat Teece DJ, Pisano G, Shuen A (1997) Dynamic capabilities and strategic management. Strateg Manage J 18(7):509–533CrossRef Teece DJ, Pisano G, Shuen A (1997) Dynamic capabilities and strategic management. Strateg Manage J 18(7):509–533CrossRef
32.
Zurück zum Zitat Lewis G, Morris E, Place P, Simanta S, Smith D, Wrage L (2008) Engineering systems of systems. In: Systems conference, 2008 2nd annual IEEE, Montreal, QC, Canada, 07 Apr–10 Apr 2008, pp 1–6 Lewis G, Morris E, Place P, Simanta S, Smith D, Wrage L (2008) Engineering systems of systems. In: Systems conference, 2008 2nd annual IEEE, Montreal, QC, Canada, 07 Apr–10 Apr 2008, pp 1–6
33.
Zurück zum Zitat Gezgin T, Etzien C, Henkler S, Rettberg A (2012) Towards a rigorous modeling formalism for systems of systems. In: IEEE 15th international symposium on object/component/service-oriented real-time distributed computing workshops, 11 Apr 2012, Shenzhen, Guangdong China, pp 204–211 Gezgin T, Etzien C, Henkler S, Rettberg A (2012) Towards a rigorous modeling formalism for systems of systems. In: IEEE 15th international symposium on object/component/service-oriented real-time distributed computing workshops, 11 Apr 2012, Shenzhen, Guangdong China, pp 204–211
34.
Zurück zum Zitat Håkansson H, Snehota I (eds) (1995) Developing relationships in business networks. Routledge, London Håkansson H, Snehota I (eds) (1995) Developing relationships in business networks. Routledge, London
35.
Zurück zum Zitat Bondar S, Hsu JC, Stjepandić J (2015) Network-centric operations during transition in global enterprise. Int J Agile Syst Manage 8(3/4):355–373CrossRef Bondar S, Hsu JC, Stjepandić J (2015) Network-centric operations during transition in global enterprise. Int J Agile Syst Manage 8(3/4):355–373CrossRef
36.
Zurück zum Zitat Maier MW (1996) Architecting principles for systems‐of‐systems. In: INCOSE international symposium, vol 6, no 1, pp 565–573 Maier MW (1996) Architecting principles for systems‐of‐systems. In: INCOSE international symposium, vol 6, no 1, pp 565–573
37.
Zurück zum Zitat De Laurentis DA (2005) Understanding transportation as a system-of-systems design, problem. In: Proceedings of the AIAA aerospace science meeting exhibit, Article AIAA-2005-123 De Laurentis DA (2005) Understanding transportation as a system-of-systems design, problem. In: Proceedings of the AIAA aerospace science meeting exhibit, Article AIAA-2005-123
38.
Zurück zum Zitat Möller K, Arto R (2007) Rise of strategic nets—new modes of value creation. Ind Mark Manage 36(7):895–908CrossRef Möller K, Arto R (2007) Rise of strategic nets—new modes of value creation. Ind Mark Manage 36(7):895–908CrossRef
39.
Zurück zum Zitat Osborne S (2002) Public-private partnerships: theory and practice in international perspective. Routledge, Abingdon Osborne S (2002) Public-private partnerships: theory and practice in international perspective. Routledge, Abingdon
40.
Zurück zum Zitat Bengtsson M, Kock S (2000) “Coopetition” in business networks—to cooperate and compete simultaneously. Ind Mark Manage 29(5):411–426CrossRef Bengtsson M, Kock S (2000) “Coopetition” in business networks—to cooperate and compete simultaneously. Ind Mark Manage 29(5):411–426CrossRef
41.
Zurück zum Zitat Vaniya N, Noran O, Bernus P (2014) Merger and acquisition preparedness building: an enterprise architecture perspective. In: José Escalona M et al (eds) Improving enterprise communication. Proceedings of the 22nd international conference on information systems development. Springer, Berlin, pp 171–183 Vaniya N, Noran O, Bernus P (2014) Merger and acquisition preparedness building: an enterprise architecture perspective. In: José Escalona M et al (eds) Improving enterprise communication. Proceedings of the 22nd international conference on information systems development. Springer, Berlin, pp 171–183
42.
Zurück zum Zitat Chattopadhyay S, Chan DSK, Mo JPT (2010) Business model for virtual manufacturing – a human-centered and eco-friendly approach. Int J Enterp Netw Manage 4(1):39–58 Chattopadhyay S, Chan DSK, Mo JPT (2010) Business model for virtual manufacturing – a human-centered and eco-friendly approach. Int J Enterp Netw Manage 4(1):39–58
43.
Zurück zum Zitat Chattopadhyay S, Chan DSK, Mo JPT (2012) Modelling the disaggregated value chain – the new trend in China. Int J Value Chain Manage 6(1):47–60CrossRef Chattopadhyay S, Chan DSK, Mo JPT (2012) Modelling the disaggregated value chain – the new trend in China. Int J Value Chain Manage 6(1):47–60CrossRef
44.
Zurück zum Zitat Browning TR (2001) Applying the design structure matrix to system decomposition and integration problems: a review and new directions. IEEE Trans Eng Manage 48(3):292–306CrossRef Browning TR (2001) Applying the design structure matrix to system decomposition and integration problems: a review and new directions. IEEE Trans Eng Manage 48(3):292–306CrossRef
45.
Zurück zum Zitat Yang S, Sammut M, Kearney T, Mo JPT (2005) Engine condition monitoring with ignition signals. In: Intelligent vehicle & road infrastructure conference, 16–17 Feb 2005, Melbourne, Australia Yang S, Sammut M, Kearney T, Mo JPT (2005) Engine condition monitoring with ignition signals. In: Intelligent vehicle & road infrastructure conference, 16–17 Feb 2005, Melbourne, Australia
46.
Zurück zum Zitat Mo JPT (2003) Case study - farley remote operations support system, chapter 21. In: Bernus P, Nemes L, Schmidt G (eds) Enterprise integration handbook. Springer, Berlin, pp 739–756. ISBN 3-540-00343-6 Mo JPT (2003) Case study - farley remote operations support system, chapter 21. In: Bernus P, Nemes L, Schmidt G (eds) Enterprise integration handbook. Springer, Berlin, pp 739–756. ISBN 3-540-00343-6
47.
Zurück zum Zitat Kamio Y, Kasai F, Kimura T, Fukuda Y, Hartel I, Zhou M (2002) Providing remote plant maintenance support through a service virtual enterprise. In: VTT symposium 224, global engineering and manufacturing in enterprise networks, 9–10 Dec 2002, Helsinki, Finland, pp 195–206 Kamio Y, Kasai F, Kimura T, Fukuda Y, Hartel I, Zhou M (2002) Providing remote plant maintenance support through a service virtual enterprise. In: VTT symposium 224, global engineering and manufacturing in enterprise networks, 9–10 Dec 2002, Helsinki, Finland, pp 195–206
Metadaten
Titel
System of Systems Modelling
verfasst von
John P. T. Mo
Ronald C. Beckett
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-33312-6_4