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2017 | OriginalPaper | Buchkapitel

MSS Models of Smart Grids with Multi-level Degradation and Recovery

verfasst von : Eugene Brezhnev, Herman Fesenko, Vyacheslav Kharchenko, Vitaly Levashenko, Elena Zaitseva

Erschienen in: Green IT Engineering: Concepts, Models, Complex Systems Architectures

Verlag: Springer International Publishing

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Abstract

Digital substations (DS) of smart grid are complex multi-component maintained systems, consisting of a lot of hardware and software components. Failures of the components cause functional and parametrical degradation of the substations. According with systems (DS) structure the reliability-block diagram (RBD), the structure function and the structure function and the Direct Partial Logical Derivatives (DPLDs) for RMSS “electronic transformers—merging unit” are considered. The mathematical tool of logical differential calculus and DPLD in particular are used in many application problems. One of them is reliability engineering. The principal condition of the DPLD application in reliability analysis is the representation of system under investigation by the structure function. We consider the calculation some of these measures as structural, Birnbaum’s, and criticality for the analysis of the electronic transformers—merging unit. The structure function of this unit based on the operation conditions of this system (unit). The construction of this function allows estimating the most important components of this system in stationary state through structural, Birnbaum’s, and criticality importance measures. According with developed technique an example of DS availability model is presented and discussed.

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Literatur
1.
Zurück zum Zitat Levitin, G., Lisnianski, A., Haim, H.: Redundancy optimization for series-parallel multi-state systems. IEEE Trans. Reliab. 47(2), 165–172 (1998)CrossRef Levitin, G., Lisnianski, A., Haim, H.: Redundancy optimization for series-parallel multi-state systems. IEEE Trans. Reliab. 47(2), 165–172 (1998)CrossRef
2.
Zurück zum Zitat Gurler, U., Kaya, A.: A maintenance policy for a system with multi-state components: an approximate solution. Reliab. Eng. Syst. Saf. 76, 117–127 (2002)CrossRef Gurler, U., Kaya, A.: A maintenance policy for a system with multi-state components: an approximate solution. Reliab. Eng. Syst. Saf. 76, 117–127 (2002)CrossRef
3.
Zurück zum Zitat Huang, C., Yuan, J.: A two-stage preventive maintenance policy for a multi-state deterioration system. Reliab. Eng. Syst. Saf. 95(11), 1255–1260 (2010)CrossRef Huang, C., Yuan, J.: A two-stage preventive maintenance policy for a multi-state deterioration system. Reliab. Eng. Syst. Saf. 95(11), 1255–1260 (2010)CrossRef
4.
Zurück zum Zitat Isaac, W., Nourelfath, M., Daoud, A.: Performance evaluation of multi-state degraded systems with minimal repairs and imperfect preventive maintenance. Reliab. Eng. Syst. Saf. 95(2), 65–69 (2010)CrossRef Isaac, W., Nourelfath, M., Daoud, A.: Performance evaluation of multi-state degraded systems with minimal repairs and imperfect preventive maintenance. Reliab. Eng. Syst. Saf. 95(2), 65–69 (2010)CrossRef
5.
Zurück zum Zitat Nahas, N., Khatab, A., Daoud, A.: Extended great deluge algorithm for the imperfect preventive maintenance optimization of multi-state systems. Reliab. Eng. Syst. Saf. 93(11), 1658–1672 (2008)CrossRef Nahas, N., Khatab, A., Daoud, A.: Extended great deluge algorithm for the imperfect preventive maintenance optimization of multi-state systems. Reliab. Eng. Syst. Saf. 93(11), 1658–1672 (2008)CrossRef
6.
Zurück zum Zitat Tan, C., Raghavan, N.: A framework to practical predictive maintenance modeling for multi-state systems. Reliab. Eng. Syst. Saf. 93(8), 1138–1150 (2008)CrossRef Tan, C., Raghavan, N.: A framework to practical predictive maintenance modeling for multi-state systems. Reliab. Eng. Syst. Saf. 93(8), 1138–1150 (2008)CrossRef
7.
Zurück zum Zitat Nourelfath, M., Dutuit, Y.: A combined approach to solve the redundancy optimization problem for multi-state systems under repair policies. Reliab. Eng. Syst. Saf. 86(3), 205–213 (2004)CrossRef Nourelfath, M., Dutuit, Y.: A combined approach to solve the redundancy optimization problem for multi-state systems under repair policies. Reliab. Eng. Syst. Saf. 86(3), 205–213 (2004)CrossRef
8.
Zurück zum Zitat Yingkui, G., Jing, L.: Multi-state system reliability: a new and systematic Review. Procedia. Eng. 29, 531–536 (2012)CrossRef Yingkui, G., Jing, L.: Multi-state system reliability: a new and systematic Review. Procedia. Eng. 29, 531–536 (2012)CrossRef
9.
Zurück zum Zitat Albasrawi, M., Jarus, N., Joshi, K., Sarvestani, S.: Analysis of Reliability and Resilience for Smart Grids. In: Proceedings of IEEE 38th Annual on Computer Software and Applications Conference (COMPSAC), pp. 529–534 (2014) Albasrawi, M., Jarus, N., Joshi, K., Sarvestani, S.: Analysis of Reliability and Resilience for Smart Grids. In: Proceedings of IEEE 38th Annual on Computer Software and Applications Conference (COMPSAC), pp. 529–534 (2014)
10.
Zurück zum Zitat Zio, E.: Reliability Engineering: Old Problems and New Challenges. Reliab. Eng. Syst. Saf. 94, 125–141 (2009)CrossRef Zio, E.: Reliability Engineering: Old Problems and New Challenges. Reliab. Eng. Syst. Saf. 94, 125–141 (2009)CrossRef
11.
Zurück zum Zitat Praks, P., Kopustinskas, V.: Monte-Carlo based Reliability Modelling of a Gas Network using Graph Theory Approach. In: 2014 Ninth International Conference on Availability, Reliability and Security. IEEE, pp. 380–386 (2014) Praks, P., Kopustinskas, V.: Monte-Carlo based Reliability Modelling of a Gas Network using Graph Theory Approach. In: 2014 Ninth International Conference on Availability, Reliability and Security. IEEE, pp. 380–386 (2014)
12.
Zurück zum Zitat Zaitseva, E., Levashenko, V., Rusin, M.: Reliability Analysis of Healthcare System. In: 2011 Federated Conference on Computer Science and Information Systems FedCSIS 2011. IEEE, pp. 169–175 (2011) Zaitseva, E., Levashenko, V., Rusin, M.: Reliability Analysis of Healthcare System. In: 2011 Federated Conference on Computer Science and Information Systems FedCSIS 2011. IEEE, pp. 169–175 (2011)
13.
Zurück zum Zitat Rausand, M., Høyland, A.: System Reliability Theory. John Wiley and Sons Inc, Haboken, NJ (2004)MATH Rausand, M., Høyland, A.: System Reliability Theory. John Wiley and Sons Inc, Haboken, NJ (2004)MATH
14.
Zurück zum Zitat Murchland, J.D.: Fundamental Concepts and Relations for Reliability Analysis of Multistate System. In: Reliability and Fault Tree Analysis, Theoretical and Applied Aspects of System Reliability. SIAM, pp. 581–618 (1975) Murchland, J.D.: Fundamental Concepts and Relations for Reliability Analysis of Multistate System. In: Reliability and Fault Tree Analysis, Theoretical and Applied Aspects of System Reliability. SIAM, pp. 581–618 (1975)
16.
Zurück zum Zitat Hudson, J.C., Kapur, K.C.: Modules in Coherent Multistate Systems. IEEE Trans. Reliab. 32, 183–185 (1983)CrossRefMATH Hudson, J.C., Kapur, K.C.: Modules in Coherent Multistate Systems. IEEE Trans. Reliab. 32, 183–185 (1983)CrossRefMATH
17.
Zurück zum Zitat Lisnianski, A., Levitin, G.: Multi-state system reliability. assessment, optimization and applications. World Scientific, Singapore, SG (2003) Lisnianski, A., Levitin, G.: Multi-state system reliability. assessment, optimization and applications. World Scientific, Singapore, SG (2003)
18.
Zurück zum Zitat Xie, M., Dai, Y.-S., Poh, K.-L.: Multi-state system reliability. In: Computing system reliability. Models and Analysis. Kluwer Academic Publishers, New York, NY, 207–237 (2004) Xie, M., Dai, Y.-S., Poh, K.-L.: Multi-state system reliability. In: Computing system reliability. Models and Analysis. Kluwer Academic Publishers, New York, NY, 207–237 (2004)
19.
Zurück zum Zitat Levitin, G., Lisnianski, A.: Optimization of imperfect preventive maintenance for multi-state system. Reliab. Eng. Syst. Saf. 67, 193–203 (2000)CrossRef Levitin, G., Lisnianski, A.: Optimization of imperfect preventive maintenance for multi-state system. Reliab. Eng. Syst. Saf. 67, 193–203 (2000)CrossRef
20.
Zurück zum Zitat Zio, E., Marella, M., Podofillini, L.: A monte carlo simulation approach to the availability assessment of multi-state systems with operational dependencies. Reliab. Eng. Syst. Saf. 92, 871–882 (2007)CrossRef Zio, E., Marella, M., Podofillini, L.: A monte carlo simulation approach to the availability assessment of multi-state systems with operational dependencies. Reliab. Eng. Syst. Saf. 92, 871–882 (2007)CrossRef
21.
Zurück zum Zitat Caldarola, L.: Coherent system with multi-state components. Nucl. Eng. Des. 58, 127–139 (1980)CrossRef Caldarola, L.: Coherent system with multi-state components. Nucl. Eng. Des. 58, 127–139 (1980)CrossRef
22.
Zurück zum Zitat Veeraraghavan, M., Trivedi, K.S.: A combinatorial algorithm for performance and reliability analysis using multistate models. IEEE Trans. Comput. 43, 229–234 (1994)CrossRef Veeraraghavan, M., Trivedi, K.S.: A combinatorial algorithm for performance and reliability analysis using multistate models. IEEE Trans. Comput. 43, 229–234 (1994)CrossRef
23.
Zurück zum Zitat Reinske, K., Ushakov, I.: Application of graph theory for reliability analysis. Radio i Sviaz, Moscow, USSR (1988). (in Russian) Reinske, K., Ushakov, I.: Application of graph theory for reliability analysis. Radio i Sviaz, Moscow, USSR (1988). (in Russian)
24.
Zurück zum Zitat Zaitseva, E.: Reliability analysis of multi-state system. Dyn. Syst. Geom. Theor. 1, 213–222 (2003)MathSciNetMATH Zaitseva, E.: Reliability analysis of multi-state system. Dyn. Syst. Geom. Theor. 1, 213–222 (2003)MathSciNetMATH
25.
Zurück zum Zitat Zaitseva, E., Levashenko, V., Kostlny, J., Kvassay M.: Analysis of Boundary States of Multi-State System by Direct Partial Logic Derivatives. In: Proceedings of 11th International Conference on ICT in Education, Research and Industrial Applications: Integration, Harmonization and Knowledge Transfer, CEUR Workshop, pp. 1356 (2015) Zaitseva, E., Levashenko, V., Kostlny, J., Kvassay M.: Analysis of Boundary States of Multi-State System by Direct Partial Logic Derivatives. In: Proceedings of 11th International Conference on ICT in Education, Research and Industrial Applications: Integration, Harmonization and Knowledge Transfer, CEUR Workshop, pp. 1356 (2015)
26.
Zurück zum Zitat Miller, M.D., Thornton, M.A.: Multiple valued logic: concepts and representations. Morgan and Claypool Publishers, Synthesis Lectures on Digital Circuits and systems (2008) Miller, M.D., Thornton, M.A.: Multiple valued logic: concepts and representations. Morgan and Claypool Publishers, Synthesis Lectures on Digital Circuits and systems (2008)
27.
Zurück zum Zitat Zaitseva, E., Levashenko, V.: Multiple-valued logic mathematical approaches for multi-state system reliability analysis. J. Appl. Logic 11, 350–362 (2013)MathSciNetCrossRefMATH Zaitseva, E., Levashenko, V.: Multiple-valued logic mathematical approaches for multi-state system reliability analysis. J. Appl. Logic 11, 350–362 (2013)MathSciNetCrossRefMATH
28.
Zurück zum Zitat Kvassay, M., Zaitseva, E., Levashenko, V.: Minimal cut sets and direct partial logic derivatives in reliability analysis, In: Proceedings of the Safety and Reliability: Methodology and Applications European Safety and Reliability Conference. CRC Press, pp. 241–248 (2014) Kvassay, M., Zaitseva, E., Levashenko, V.: Minimal cut sets and direct partial logic derivatives in reliability analysis, In: Proceedings of the Safety and Reliability: Methodology and Applications European Safety and Reliability Conference. CRC Press, pp. 241–248 (2014)
29.
Zurück zum Zitat Kołowrocki, K.: Reliability of large and complex systems. Elsevier (2014) Kołowrocki, K.: Reliability of large and complex systems. Elsevier (2014)
30.
Zurück zum Zitat Hung, J., Zuo, M.J.: Multi-State k-out-of-n System Model and its Applications. In: Ann. Reliability & Maintainability Symp. IEEE Pres, New York, 264–268 (2000) Hung, J., Zuo, M.J.: Multi-State k-out-of-n System Model and its Applications. In: Ann. Reliability & Maintainability Symp. IEEE Pres, New York, 264–268 (2000)
31.
Zurück zum Zitat Boedigheimer, R.A., Kapur, K.C.: Customer-Driven Reliability Models for Multistate Coherent Systems. IEEE Trans. Reliab. 43, 46–50 (1994)CrossRef Boedigheimer, R.A., Kapur, K.C.: Customer-Driven Reliability Models for Multistate Coherent Systems. IEEE Trans. Reliab. 43, 46–50 (1994)CrossRef
32.
Zurück zum Zitat Nikolaidis, E. Ghiocel, D. M. Singhal, S. (eds.): Engineering Design Reliability, CRC Press (2005) Nikolaidis, E. Ghiocel, D. M. Singhal, S. (eds.): Engineering Design Reliability, CRC Press (2005)
33.
Zurück zum Zitat Natvig, B.: Multistate systems reliability theory with applications. Wiley, New York (2011)CrossRefMATH Natvig, B.: Multistate systems reliability theory with applications. Wiley, New York (2011)CrossRefMATH
34.
Zurück zum Zitat Ramirez-Marquez, J.E., Coit, D.W., Tortorella, M.: A generalized multistate based path vector approach for multistate two-terminal reliability. IIE Trans. 38, 477–488 (2006)CrossRef Ramirez-Marquez, J.E., Coit, D.W., Tortorella, M.: A generalized multistate based path vector approach for multistate two-terminal reliability. IIE Trans. 38, 477–488 (2006)CrossRef
35.
Zurück zum Zitat Kuo, W., Zhu, X.: Importance measures in reliability, risk, and optimization: principles and applications, Wiley (2012) Kuo, W., Zhu, X.: Importance measures in reliability, risk, and optimization: principles and applications, Wiley (2012)
36.
Zurück zum Zitat Nourelfath, M., Chatelet, E., Nahas, N.: Joint redundancy and imperfect preventive maintenance optimization for series–parallel multi-state degraded systems. Reliab. Eng. Syst. Saf. 103, 51–60 (2012)CrossRef Nourelfath, M., Chatelet, E., Nahas, N.: Joint redundancy and imperfect preventive maintenance optimization for series–parallel multi-state degraded systems. Reliab. Eng. Syst. Saf. 103, 51–60 (2012)CrossRef
37.
Zurück zum Zitat Miller, M.D., Thornton, M.A.: Multiple Valued Logic: Concepts and Representations. Morgan and Claypool Publishers, Synthesis Lectures on Digital Circuits and systems (2008) Miller, M.D., Thornton, M.A.: Multiple Valued Logic: Concepts and Representations. Morgan and Claypool Publishers, Synthesis Lectures on Digital Circuits and systems (2008)
38.
Zurück zum Zitat Zaitseva, E.: Importance Analysis of a Multi-State System Based on Multiple-Valued Logic Methods. In: Lisnianski, A., Frenkel, I. (eds.) Recent Advances in System Reliability: Signatures, Multi-state Systems and Statistical Inference, pp. 113–134. Springer, London, UK (2012)CrossRef Zaitseva, E.: Importance Analysis of a Multi-State System Based on Multiple-Valued Logic Methods. In: Lisnianski, A., Frenkel, I. (eds.) Recent Advances in System Reliability: Signatures, Multi-state Systems and Statistical Inference, pp. 113–134. Springer, London, UK (2012)CrossRef
39.
Zurück zum Zitat Wood, A.P.: Multistate Block Diagrams and Fault Trees, IEEE Trans on Reliability, R-34, pp. 236–240 (1985) Wood, A.P.: Multistate Block Diagrams and Fault Trees, IEEE Trans on Reliability, R-34, pp. 236–240 (1985)
Metadaten
Titel
MSS Models of Smart Grids with Multi-level Degradation and Recovery
verfasst von
Eugene Brezhnev
Herman Fesenko
Vyacheslav Kharchenko
Vitaly Levashenko
Elena Zaitseva
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-44162-7_11