Skip to main content
Top

2020 | OriginalPaper | Chapter

Conceptual Approach to Designing Efficient Cyber-Physical Systems in the Presence of Uncertainty

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Cyber-physical systems are one of the most advanced areas of research technology. However, being distributed systems with a large number of interconnected elements, they often pose a challenge for their designers concerning intra-network control and interaction. The chapter suggests a way to present a cyber-physical system as a multicommodity network model that demonstrates the dual character of connections between the elements of the system. The efficiency of such systems is studied regarding their ability to fulfill the requirements of their elements in the presence of uncertainty. Using the concept of the difficulty of achieving the goal, the authors developed an algorithm for analyzing the efficiency of the multicommodity network. The algorithm can be used to assess the efficiency of the system functioning in different conditions with different parameters. The suggested tools help to determine the most efficient version of the system, which can eventually broaden the scope of application domains of such systems.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Rad, C.-R., Hancu, O., Takacs, I.-A., Olteanu, G.: Smart monitoring of potato crop: a cyber-physical system architecture model in the field of precision agriculture. In: Conference Agriculture for Life, Life for Agriculture, no. 6, pp. 73–79 (2015)CrossRef Rad, C.-R., Hancu, O., Takacs, I.-A., Olteanu, G.: Smart monitoring of potato crop: a cyber-physical system architecture model in the field of precision agriculture. In: Conference Agriculture for Life, Life for Agriculture, no. 6, pp. 73–79 (2015)CrossRef
4.
go back to reference Lee, E.A., Seshia, S.A.: Introduction to embedded systems—a cyber-physical systems approach. LeeSeshia.org (2011) Lee, E.A., Seshia, S.A.: Introduction to embedded systems—a cyber-physical systems approach. LeeSeshia.org (2011)
5.
go back to reference Tarassov, V.B.: Enterprise total agentification as a way to Industry 4.0: forming artificial societies via goal-resource networks. In: Abraham, A., Kovalev, S., Tarassov, V., Snasel, V., Sukhanov, A. (eds.) Proceedings of the Third International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18). IITI’18 2018. Advances in Intelligent Systems and Computing, vol. 874. Springer, Cham (2019). http://dx.doi.org/10.1007/978-3-030-01818-4_3 Tarassov, V.B.: Enterprise total agentification as a way to Industry 4.0: forming artificial societies via goal-resource networks. In: Abraham, A., Kovalev, S., Tarassov, V., Snasel, V., Sukhanov, A. (eds.) Proceedings of the Third International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18). IITI’18 2018. Advances in Intelligent Systems and Computing, vol. 874. Springer, Cham (2019). http://​dx.​doi.​org/​10.​1007/​978-3-030-01818-4_​3
6.
go back to reference Khaitan, S.K., et al.: Design techniques and applications of cyber-physical systems: a survey. IEEE Syst. J. 9(2), 350–365 (2014)CrossRef Khaitan, S.K., et al.: Design techniques and applications of cyber-physical systems: a survey. IEEE Syst. J. 9(2), 350–365 (2014)CrossRef
7.
go back to reference Xia, F., et al.: Internet of things. Int. J. Commun. Syst. 25(9), 1101 (2012)CrossRef Xia, F., et al.: Internet of things. Int. J. Commun. Syst. 25(9), 1101 (2012)CrossRef
8.
go back to reference Namiot, D.: On big data stream processing. Int. J. Open Inf. Technol. 4.3(9.8), 48–51 (2015) Namiot, D.: On big data stream processing. Int. J. Open Inf. Technol. 4.3(9.8), 48–51 (2015)
9.
go back to reference Lee, J., Bagheri, B., Kao, H.: Recent advances and trends of cyber-physical systems and big data analytics in industrial informatics. In: IEEE International Conference on Industrial Informatics (INDIN) (2014) Lee, J., Bagheri, B., Kao, H.: Recent advances and trends of cyber-physical systems and big data analytics in industrial informatics. In: IEEE International Conference on Industrial Informatics (INDIN) (2014)
10.
go back to reference Tsvetkov, V.Ya.: Control with the use of cyber-physical systems. Int. Sci. Electron. J. (3), 55–60 (2017). ISSN 2307-2334 Tsvetkov, V.Ya.: Control with the use of cyber-physical systems. Int. Sci. Electron. J. (3), 55–60 (2017). ISSN 2307-2334
11.
go back to reference Malashenko, Yu.E., Novikova, N.M.: Models of Uncertainty in Multi-User Networks, p. 1999. Editorial URSS Publishing, Moscow (1999) Malashenko, Yu.E., Novikova, N.M.: Models of Uncertainty in Multi-User Networks, p. 1999. Editorial URSS Publishing, Moscow (1999)
12.
go back to reference Malashenko, Yu.E.: About solving a multi-product problem with integer flows. J. Comput. Math. Math. Phys. 22(3), 732–735 (2018) Malashenko, Yu.E.: About solving a multi-product problem with integer flows. J. Comput. Math. Math. Phys. 22(3), 732–735 (2018)
13.
go back to reference Alekseev, A.P.: Vulnerability analysis of a multicomponent system as multicommodity network. Eur. Multisci. J. (Monthly international science journal) (9), 51–54 (2017) Alekseev, A.P.: Vulnerability analysis of a multicomponent system as multicommodity network. Eur. Multisci. J. (Monthly international science journal) (9), 51–54 (2017)
14.
go back to reference Babunashvili, M.K., Bermant, M.A., Russman, I.B.: Analysis Methods for Graph of Targets. Research Planning and Information Support, Moscow (1972) Babunashvili, M.K., Bermant, M.A., Russman, I.B.: Analysis Methods for Graph of Targets. Research Planning and Information Support, Moscow (1972)
15.
go back to reference Kaplinskiy, A.I., Russman, I.B., Umyvakin, V.M.: Modeling and Algorithmization of Poorly Formalized Tasks of Choosing the Best System Options. VSU Publishing, Voronezh (1991) Kaplinskiy, A.I., Russman, I.B., Umyvakin, V.M.: Modeling and Algorithmization of Poorly Formalized Tasks of Choosing the Best System Options. VSU Publishing, Voronezh (1991)
16.
go back to reference Russman, I.B.: Complex system assessment and subsystem assessment. News USSR Acad. Sci. 2, 201–204 (1978)MATH Russman, I.B.: Complex system assessment and subsystem assessment. News USSR Acad. Sci. 2, 201–204 (1978)MATH
17.
go back to reference Russman, I.B.: Integral Quality Assessments in Organizational Systems. Structural Adaptation of Complex Control Systems. VPI Publishing, Voronezh (1977) Russman, I.B.: Integral Quality Assessments in Organizational Systems. Structural Adaptation of Complex Control Systems. VPI Publishing, Voronezh (1977)
18.
go back to reference Alekseev, A.P., Abramov, G.V., Bulgakova, I.N.: Integral assessment of product quality as the difficulty of achieving the goal. J. Energy XXI Century (2), 79–86 (2017) Alekseev, A.P., Abramov, G.V., Bulgakova, I.N.: Integral assessment of product quality as the difficulty of achieving the goal. J. Energy XXI Century (2), 79–86 (2017)
19.
go back to reference Alekseev, A.P., Abramov, G.V., Bulgakova, I.N.: The problem of reliability analysis of multicomponent network systems under external disturbances. In: Applied Mathematics, Computational Science and Mechanics: Current Problems: Collection of the Works of International Science Conference. Voronezh, pp. 1557–1564 (2017) Alekseev, A.P., Abramov, G.V., Bulgakova, I.N.: The problem of reliability analysis of multicomponent network systems under external disturbances. In: Applied Mathematics, Computational Science and Mechanics: Current Problems: Collection of the Works of International Science Conference. Voronezh, pp. 1557–1564 (2017)
21.
go back to reference Suh, S.C., Carbone, J.N., Eroglu, A.E.: Applied Cyber-Physical Systems. Springer, Berlin (2014) Suh, S.C., Carbone, J.N., Eroglu, A.E.: Applied Cyber-Physical Systems. Springer, Berlin (2014)
22.
go back to reference Fitzgerald, J., Larsen, P.G., Verhoef, M.: Collaborative Design for Embedded Systems: Co-modelling and Cosimulation. Springer, Berlin (2014). ISBN 978-3-642-54118-6 Fitzgerald, J., Larsen, P.G., Verhoef, M.: Collaborative Design for Embedded Systems: Co-modelling and Cosimulation. Springer, Berlin (2014). ISBN 978-3-642-54118-6
Metadata
Title
Conceptual Approach to Designing Efficient Cyber-Physical Systems in the Presence of Uncertainty
Author
A. P. Alekseev
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-32579-4_6

Premium Partner