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2022 | OriginalPaper | Buchkapitel

21. Future Virtual Product Creation Solutions with New Engineering Capabilities

verfasst von : Rainer Stark

Erschienen in: Virtual Product Creation in Industry

Verlag: Springer Berlin Heidelberg

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Abstract

This chapter deals with the future capabilities and solutions of Virtual Product Creation. Based on the introduced new technical system requirements and opportunities in the previous chapter (Industrie 4.0 and IoT Technologies) this chapter provides answers how future digital engineering elements will look like as part of future Virtual Product Creation. The chapter starts with Model-based Systems Engineering (MBSE) and how it is connected by also different to Systems Engineering (SE). The theory and principles of MBSE are explained first before introducing the disciplines and the core elements of MBSE. Furthermore, the chapter explains the co-existence and interaction with the (classical) major technologies of Virtual Product Creation and describes examples of MBSE method and tools. It also adresses the challenge of introducing and integrating MBSE into industry. The second sub-chapter is devoted to the upcoming new key discipline of Virtual Product Creation, Data Engineering and Analytics (DEA). Here, the chapter introduces the eight disciplines of DEA and explains the connection to MBSE and AI. The third sub-chapter puts the focus on the new VPC capability called Digital Twin Engineering (DTE). The eight dimensions' model of Digital Twins and the design elements of Digital Twins are described with respect to the necessary engineering capabilities. The fourth sub-chapter deals with the fast-growing key VPC capability called Digital Platform Engineering (DPE) which includes new ways of distributed engineering as well as the new core technology streaming engineering. The fifth sub-chapter provides an insight how human skills for future Virtual Product Creation needs to be shaped and trained. The closing sub-chapter explains the Engineering System of the Future: new Engineering Intelligence levels and new/modified Engineering Principles are explained.

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Fußnoten
1
The Systems Modeling Language (SysML) is standardized graphical modeling language to describe systems of interest. It aims to be an interdisciplinary, general purpose modeling language with focus on Systems Engineering. It uses nine different diagrams in the current standard v1.6, depicting the views on the system: requirement diagram (req), activity diagram (act), sequence diagram (sd), state machine diagram (stm), use case diagram (uc), block definition diagram (bdd), package diagram (pkg), internal block diagram (ind) and parametric diagram (par).
 
2
The Unified Modeling language (UML) is another standard of the Object Management Group (OMG). It is agraphical modeling with focus on Software Engineering. In the current version of SysML (v1.6), UML forms the foundation for SysML. In the currently developed standard v2 of SysML, a new foundation will be used and UML might become a domain specific language (DSL) for the Software domain again.
 
3
The Object-Process Methodology (OPM) is combination of modeling languages and a methodology for modeling different systems, mainly automation system. It is standardized as ISO/PAS 19,450. It comprises a graphical modeling language, which uses Object-Process Diagrams (OPD) and a textual expression in form of the Object-Process Language (OPL). It is mainly used to describe objects and their transformation or use by processes.
 
4
The initiative Open Services for Lifecycle Collaboration (OSLC) aims at providing standardized interfaces between different applications to connect application data. It is based on the Representational State Transfer (REST) software paradigm used in web applications. Specifications are defined for the core of OSLC and different domains like PLM, ALM or Requirements Management. It misses, however, semantic and parametric interactions with domain specific engineering models such as CAD, CAE and mathematical models.
 
5
The Specification Integration Facility (SpecIF) aims at a more artifact-centered exchange instead of a document-centered exchange. Its core is the extraction of semantic information of each model and thus the combination of different forms of models on semantic level.
 
7
Object Process Methodology (OPM) is a conception modeling language and methodology for capturing knowledge and designing systems, specified as ISO/PAS 19,450.
 
8
Rankings available on https://​db-engines.​com/​de/​ranking. NoSQL meanwhile stands for “not only SQL (Standard Query Langugae)”, originally referring to “non-SQL” or “non-relational”, and designates databases to provide a mechanism for storage and retrieval of data that is modeled in means other than the tabular relations used in relational databases.
 
9
In 2020 the Industrial Digtal Twin Association (IDTA) has been founded in order to standardize digital standards for Digital Twins: https://​idtwin.​org/​en/​.
 
10
Please compare Chap. 20 for the IoT protocol explanations.
 
11
Meanwhil NoSQL (“No” or “not only” Structured Query Language) data bases are designed for rapid data acquisition and storage capabilities which make them preferrable within edge networks. They are non-tabular, and store data differently than relational tables. NoSQL databases come in a variety of types based on their data model. The main types are document, key-value, wide-column, and graphs. They provide flexible schemas and scale easily with large amounts of data and high user loads and need special mechanisms to ensure database integrity.
 
14
The technology of transmitting audio and video files in a continuous flow over a wired or wireless internet connection. Streaming services, therefore, have a high need on network bandwith and latency requirements for dynamic interactions.
 
15
Engineering Intelligence describes the ability of the Engineering System to reach its goals and target deliveries even under conditions of uncertainty.
 
Literatur
1.
Zurück zum Zitat Klaus G, Liebscher H (1979) Wörterbuch der Kybernetik. Fischer-Taschenbuch-Verlag, Frankfurt am Main Klaus G, Liebscher H (1979) Wörterbuch der Kybernetik. Fischer-Taschenbuch-Verlag, Frankfurt am Main
3.
Zurück zum Zitat Walden DD, Roedler GJ, Forsberg K, Hamelin RD, Shortell TM (eds) (2015) Systems engineering handbook: a guide for system life cycle processes and activities; INCOSE-TP-2003-002-04, 2015, 4th edn. Wiley, Hoboken, NJ Walden DD, Roedler GJ, Forsberg K, Hamelin RD, Shortell TM (eds) (2015) Systems engineering handbook: a guide for system life cycle processes and activities; INCOSE-TP-2003-002-04, 2015, 4th edn. Wiley, Hoboken, NJ
4.
Zurück zum Zitat I. T. Operations (2007) “Systems engineering vision 2020”. INCOSE-TP-2004-004-02 I. T. Operations (2007) “Systems engineering vision 2020”. INCOSE-TP-2004-004-02
5.
Zurück zum Zitat Estefan JA (2008) “Survey of model-based systems engineering (MBSE) methodologies”. International counsil on systems engineering (INCOSE), Seattle, WA, USA Estefan JA (2008) “Survey of model-based systems engineering (MBSE) methodologies”. International counsil on systems engineering (INCOSE), Seattle, WA, USA
6.
Zurück zum Zitat Auricht M (2018) Entwicklung eines Validierungsframeworks zur erlebbaren Absicherung von Fahrerassistenzsystemen. Fraunhofer Verlag, Stuttgart Auricht M (2018) Entwicklung eines Validierungsframeworks zur erlebbaren Absicherung von Fahrerassistenzsystemen. Fraunhofer Verlag, Stuttgart
7.
Zurück zum Zitat Saunders S (2011) “Does a model based systems engineering approach provide real program savings?—Lessons learnt Saunders S (2011) “Does a model based systems engineering approach provide real program savings?—Lessons learnt
9.
Zurück zum Zitat Scott Z (2011) “Model-based systems engineering”. In: APCOSE—Asia Pacific counsil of systems engineering conference, Seoul, South Korea Scott Z (2011) “Model-based systems engineering”. In: APCOSE—Asia Pacific counsil of systems engineering conference, Seoul, South Korea
10.
Zurück zum Zitat Haberfellner R, (ed) (2015) Systems engineering: grundlagen und anwendung, 13th ed. Zürich: Orell Füssli Haberfellner R, (ed) (2015) Systems engineering: grundlagen und anwendung, 13th ed. Zürich: Orell Füssli
12.
Zurück zum Zitat van Bertalanffy L (1968) General system theory: foundations, development, applications. Braziller, New York van Bertalanffy L (1968) General system theory: foundations, development, applications. Braziller, New York
13.
15.
Zurück zum Zitat Brusa E, Calà A, Ferretto D (2018) Systems engineering and its application to industrial product development. Springer International Publishing, ChamCrossRef Brusa E, Calà A, Ferretto D (2018) Systems engineering and its application to industrial product development. Springer International Publishing, ChamCrossRef
16.
Zurück zum Zitat Vaneman WK, Carlson R (Apr 2019) “Model-based systems engineering implementation considerations”. In: 2019 IEEE international systems conference (SysCon), Orlando, FL, USA. pp 1–6 Vaneman WK, Carlson R (Apr 2019) “Model-based systems engineering implementation considerations”. In: 2019 IEEE international systems conference (SysCon), Orlando, FL, USA. pp 1–6
18.
Zurück zum Zitat Stark R, Auricht M (2017) “Beschleunigung der Validierung innerhalb der Entwicklung von mechatronischen Systemen mit einer integrierten Plattform (Acceleration of the validation a spart of the development of mechatronic systems with the help of an integrated platform)”. prostep ivip symposium essen; available through the prostep ivip association office: https://www.prostep.org/ueber-uns/geschaeftsstelle/ Stark R, Auricht M (2017) “Beschleunigung der Validierung innerhalb der Entwicklung von mechatronischen Systemen mit einer integrierten Plattform (Acceleration of the validation a spart of the development of mechatronic systems with the help of an integrated platform)”. prostep ivip symposium essen; available through the prostep ivip association office: https://​www.​prostep.​org/​ueber-uns/​geschaeftsstelle​/​
19.
Zurück zum Zitat Schmidt MM, Schmidt S, Zimmermann TC, Stark R (2021) “Conceptual introduction of required disciplines in model based systems engineering”. In: Drive train technology conference ATK2021 Schmidt MM, Schmidt S, Zimmermann TC, Stark R (2021) “Conceptual introduction of required disciplines in model based systems engineering”. In: Drive train technology conference ATK2021
21.
Zurück zum Zitat Eigner M, Dickopf T, Apostolov H, Schaefer P, Faißt K-G, Keßler A (2014) “System lifecycle management: initial approach for a sustainable product development process based on methods of model based systems engineering”. In: Fukuda S, Bernard A, Gurumoorthy B, Bouras A (eds) IFIP advances in information and communication technology, vol 442, product lifecycle management for a global market: 11th IFIP WG 5.1 international conference, PLM 2014, Yokohama, Japan, July 7–9, 2014, Revised Selected Papers. Berlin, Heidelberg, s.l.: Springer Berlin Heidelberg, pp 287–300 Eigner M, Dickopf T, Apostolov H, Schaefer P, Faißt K-G, Keßler A (2014) “System lifecycle management: initial approach for a sustainable product development process based on methods of model based systems engineering”. In: Fukuda S, Bernard A, Gurumoorthy B, Bouras A (eds) IFIP advances in information and communication technology, vol 442, product lifecycle management for a global market: 11th IFIP WG 5.1 international conference, PLM 2014, Yokohama, Japan, July 7–9, 2014, Revised Selected Papers. Berlin, Heidelberg, s.l.: Springer Berlin Heidelberg, pp 287–300
29.
Zurück zum Zitat Schmidt MM, Stark R (2020) “Model-based systems engineering (MBSE) as computer-supported approach for cooperative systems development”. In: Proceedings of the 18th European conference on computer-supported cooperative work: the international venue on practice-centered computing on the design of cooperation technologies—exploratory papers, reports of the European society for socially embedded technologies, Siegen Schmidt MM, Stark R (2020) “Model-based systems engineering (MBSE) as computer-supported approach for cooperative systems development”. In: Proceedings of the 18th European conference on computer-supported cooperative work: the international venue on practice-centered computing on the design of cooperation technologies—exploratory papers, reports of the European society for socially embedded technologies, Siegen
31.
Zurück zum Zitat Auricht M, Beckmann-Dobrev B, Stark R (2012) An interdisciplinary approach to validate mechatronic systems in early product development stages. In: NordDesign 2012. Aalborg, Denmark Auricht M, Beckmann-Dobrev B, Stark R (2012) An interdisciplinary approach to validate mechatronic systems in early product development stages. In: NordDesign 2012. Aalborg, Denmark
33.
Zurück zum Zitat Folds DJ, McDermott TA (2019) “The digital (mission) twin: an integrating concept for future adaptive cyber-physical-human systems”. In 2019 IEEE international conference on systems, man and cybernetics (SMC): Bari, Italy. October 6–9, 2019, Bari, Italy, pp 748–754 Folds DJ, McDermott TA (2019) “The digital (mission) twin: an integrating concept for future adaptive cyber-physical-human systems”. In 2019 IEEE international conference on systems, man and cybernetics (SMC): Bari, Italy. October 6–9, 2019, Bari, Italy, pp 748–754
34.
Zurück zum Zitat Holt J, Perry S, Brownsword M (2016) Foundations for model-based systems engineering: from patterns to models. Stevenage: IET Holt J, Perry S, Brownsword M (2016) Foundations for model-based systems engineering: from patterns to models. Stevenage: IET
35.
Zurück zum Zitat Martin JN (1997) Systems engineering guidebook: a process for developing systems and products. CRC Press, Boca Raton Martin JN (1997) Systems engineering guidebook: a process for developing systems and products. CRC Press, Boca Raton
36.
Zurück zum Zitat Buchholz C, Tiemann M, Stark R (2018) “Durchgängiges prototyping mechatronischer systeme im MBSE entwicklungsprozess”. In: Symposium design fox X, pp 128–140 Buchholz C, Tiemann M, Stark R (2018) “Durchgängiges prototyping mechatronischer systeme im MBSE entwicklungsprozess”. In: Symposium design fox X, pp 128–140
37.
Zurück zum Zitat Voirin J-L, Bonnet S, Normand V, Exertier D (2015) “From initial investigations up to large-scale rollout of an MBSE method and its supporting workbench: the Thales experience” In: 25th annual INCOSE international symposium (IS2015), Seattle, WA, July 13–July 16 Voirin J-L, Bonnet S, Normand V, Exertier D (2015) “From initial investigations up to large-scale rollout of an MBSE method and its supporting workbench: the Thales experience” In: 25th annual INCOSE international symposium (IS2015), Seattle, WA, July 13–July 16
39.
Zurück zum Zitat Zafirov R, Kiefer J, Eigner M (2010) Functional modelling for efficient generation of mechatronic design and validation models of automated production installations. In: International design conference—design 2010, Dubrovnik–Croatia, May 17–20 Zafirov R, Kiefer J, Eigner M (2010) Functional modelling for efficient generation of mechatronic design and validation models of automated production installations. In: International design conference—design 2010, Dubrovnik–Croatia, May 17–20
40.
Zurück zum Zitat Pahl G, Beitz W (2007) Engineering design: a systematic approach, 3rd edn. Springer, LondonCrossRef Pahl G, Beitz W (2007) Engineering design: a systematic approach, 3rd edn. Springer, LondonCrossRef
41.
Zurück zum Zitat Kroll P, Kruchten P (2003) The rational unified process made easy. A practitioner’s guide to the RUP, Addison Wesley Longman Inc., Amsterdam. ISBN: 0-321-16609-4 Kroll P, Kruchten P (2003) The rational unified process made easy. A practitioner’s guide to the RUP, Addison Wesley Longman Inc., Amsterdam. ISBN: 0-321-16609-4
42.
Zurück zum Zitat Dumitrescu R, Albers A, Riedel O, Stark R, Gausemeier J (2021) Engineering in Deutschland—status quo in wirtschaft und Wissenschaft, Ein Beitrag zum advanced systems engineering. Paderborn Dumitrescu R, Albers A, Riedel O, Stark R, Gausemeier J (2021) Engineering in Deutschland—status quo in wirtschaft und Wissenschaft, Ein Beitrag zum advanced systems engineering. Paderborn
46.
Zurück zum Zitat Lueth KL, Patsioura C, Williams ZD, Kermani ZZ (Dec 2016) “Industrial analytics 2016/2017: the current state of data analytics usage in industrial companies”. IoT Anal 58 Lueth KL, Patsioura C, Williams ZD, Kermani ZZ (Dec 2016) “Industrial analytics 2016/2017: the current state of data analytics usage in industrial companies”. IoT Anal 58
50.
Zurück zum Zitat Diez-Olivan A, Del Ser J, Galar D, Sierra B (2019) Data fusion and machine learning for industrial prognosis: trends and perspectives towards Industry 4.0. Inform Fusion 50:92–111 Diez-Olivan A, Del Ser J, Galar D, Sierra B (2019) Data fusion and machine learning for industrial prognosis: trends and perspectives towards Industry 4.0. Inform Fusion 50:92–111
53.
Zurück zum Zitat Fürber C (2016) Data quality management with semantic technologies. Springer Fachmedien Wiesbaden, WiesbadenCrossRef Fürber C (2016) Data quality management with semantic technologies. Springer Fachmedien Wiesbaden, WiesbadenCrossRef
58.
59.
Zurück zum Zitat Open data for development network and international development research centre (Canada) (2019) The state of open data: histories and horizons. Cape Town, South Africa; Ottawa, Ontario: African Minds: international development research centre: open data for development OD4D Network Open data for development network and international development research centre (Canada) (2019) The state of open data: histories and horizons. Cape Town, South Africa; Ottawa, Ontario: African Minds: international development research centre: open data for development OD4D Network
63.
Zurück zum Zitat International Standards Organization (2016) ISO standard 8000 part (61) version (1)—data quality management: process reference model. vol ISO 8000-6 International Standards Organization (2016) ISO standard 8000 part (61) version (1)—data quality management: process reference model. vol ISO 8000-6
71.
Zurück zum Zitat Zaveri A, Färber M, Bartscherer F, Menne C, Rettinger A. Semantic web 0(0)1–53 1 IOS press linked data quality of DBpedia, freebase, OpenCyc, Wikidata, and YAGO.” Accessed: 19 Jun 2020. [Online]. Available: https://www.cia.gov/library/ Zaveri A, Färber M, Bartscherer F, Menne C, Rettinger A. Semantic web 0(0)1–53 1 IOS press linked data quality of DBpedia, freebase, OpenCyc, Wikidata, and YAGO.” Accessed: 19 Jun 2020. [Online]. Available: https://​www.​cia.​gov/​library/​
72.
Zurück zum Zitat Woll R (2017) “Optimized data integration for tracelinking in product development through the application of semantic web technologies”. Dissertation, Technische Universität Berlin Woll R (2017) “Optimized data integration for tracelinking in product development through the application of semantic web technologies”. Dissertation, Technische Universität Berlin
73.
Zurück zum Zitat Prudhomme C, Homburg T, Ponciano J-J, Boochs F, Cruz C, Roxin A-M (2020) Interpretation and automatic integration of geospatial data into the Semantic web: towards a process of automatic geospatial data interpretation, classification and integration using semantic technologies. Computing 102(2):365–391. https://doi.org/10.1007/s00607-019-00701-yMathSciNetCrossRef Prudhomme C, Homburg T, Ponciano J-J, Boochs F, Cruz C, Roxin A-M (2020) Interpretation and automatic integration of geospatial data into the Semantic web: towards a process of automatic geospatial data interpretation, classification and integration using semantic technologies. Computing 102(2):365–391. https://​doi.​org/​10.​1007/​s00607-019-00701-yMathSciNetCrossRef
76.
Zurück zum Zitat Shearer C (2000) The CRISP-DM model: the new blueprint for data mining. J Data Warehous 5(4):13–22 Shearer C (2000) The CRISP-DM model: the new blueprint for data mining. J Data Warehous 5(4):13–22
80.
Zurück zum Zitat Stark R, Damerau T (2019) Digital twin. In: Chatti S, Laperrière L, Reinhart G, Tolio T (Hg.) The international academy for production engineering, CIRP encyclopedia of production engineering. 2nd ed. 2018. Springer Berlin, Berlin, Heidelberg. ISBN: 978-3-662-53119-8. https://doi.org/10.1007/978-3-642-35950-7_16870-1 Stark R, Damerau T (2019) Digital twin. In: Chatti S, Laperrière L, Reinhart G, Tolio T (Hg.) The international academy for production engineering, CIRP encyclopedia of production engineering. 2nd ed. 2018. Springer Berlin, Berlin, Heidelberg. ISBN: 978-3-662-53119-8. https://​doi.​org/​10.​1007/​978-3-642-35950-7_​16870-1
83.
Zurück zum Zitat Position paper (Feb 2021) “Stimulating the digital economy by introducing the principle of “Data sovereignty”. Position paper: stimulating the digital economy by introducing the principle of “Data sovereignty”—data sovereignty now Position paper (Feb 2021) “Stimulating the digital economy by introducing the principle of “Data sovereignty”. Position paper: stimulating the digital economy by introducing the principle of “Data sovereignty”—data sovereignty now
84.
Zurück zum Zitat FIWARE Foundation e.V (June 2021) “Fiware for data spaces”. FIWARE foundation e.V. Franklinstraße 13A, 10587 Berlin, Germany FIWARE Foundation e.V (June 2021) “Fiware for data spaces”. FIWARE foundation e.V. Franklinstraße 13A, 10587 Berlin, Germany
85.
Zurück zum Zitat Wolter L, Hayka H, Stark R (2013) Improving the usability of collaboration methods and technologies in engineering. In: Kovács GL, Kochan D (eds) Digital product and process development systems. NEW PROLAMAT 2013. IFIP advances in information and communication technology, vol 411. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-41329-2_9 Wolter L, Hayka H, Stark R (2013) Improving the usability of collaboration methods and technologies in engineering. In: Kovács GL, Kochan D (eds) Digital product and process development systems. NEW PROLAMAT 2013. IFIP advances in information and communication technology, vol 411. Springer, Berlin, Heidelberg. https://​doi.​org/​10.​1007/​978-3-642-41329-2_​9
86.
Zurück zum Zitat VDI/VDE (2020) Entwicklung cyber-physischer mechatronischer systeme (CPMS). Development of cyber-physical mechatronic systems (CPMS). VDI Guideline 2206, Germany VDI/VDE (2020) Entwicklung cyber-physischer mechatronischer systeme (CPMS). Development of cyber-physical mechatronic systems (CPMS). VDI Guideline 2206, Germany
87.
Zurück zum Zitat Porter ME, Heppelmann JE (2014) How smart, connected products are transforming competition. Harvard Bus Rev: HBR 92(11):64–88 Porter ME, Heppelmann JE (2014) How smart, connected products are transforming competition. Harvard Bus Rev: HBR 92(11):64–88
89.
Zurück zum Zitat Valencia A, Mugge R, Schoormans J, Schifferstein H (2015) The design of smart product-service systems (PSSs): an exploration of design characteristics. Int J Design 9(1) Valencia A, Mugge R, Schoormans J, Schifferstein H (2015) The design of smart product-service systems (PSSs): an exploration of design characteristics. Int J Design 9(1)
90.
Zurück zum Zitat Lacheiner H, Ramler R (2011) Application lifecycle management as infrastructure for software process improvement and evolution: experience and insights from industry. In: 2011 37th EUROMICRO conference on software engineering and advanced applications. pp 286–293. https://doi.org/10.1109/SEAA.2011.51 Lacheiner H, Ramler R (2011) Application lifecycle management as infrastructure for software process improvement and evolution: experience and insights from industry. In: 2011 37th EUROMICRO conference on software engineering and advanced applications. pp 286–293. https://​doi.​org/​10.​1109/​SEAA.​2011.​51
93.
Zurück zum Zitat Kotter JP (2012) Leading change: Harvard business press. ISBN: 9781422186442 Kotter JP (2012) Leading change: Harvard business press. ISBN: 9781422186442
Metadaten
Titel
Future Virtual Product Creation Solutions with New Engineering Capabilities
verfasst von
Rainer Stark
Copyright-Jahr
2022
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-662-64301-3_21

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