Abstract
In the presented paper, authors focus on the issues connected with production processes reliability assessment. Such analyses regard considering many different factors and requirements. Thus, based on the developed multidimensional definition of production process reliability, the seven-state Markov model of production process performance is presented. Later, there is provided a comprehensive sensitivity analysis of the developed model based on the expert opinions in the area of model parameters estimation. The work ends up with summary and directions for further research.
This is a preview of subscription content, log in via an institution to check access.
References
Bindal, D.: A review of Markov model for estimating software reliability. Int. J. Adv. Res. Comput. Sci. Softw. Eng. 3(6), 426–433 (2013)
Chen, Y., Jin, J.: Quality-reliability chain modeling for system reliability analysis of complex manufacturing processes. IEEE Trans. Reliab. 54(3), 475–488 (2005)
Chlebus, M., Werbińska-Wojciechowska, S.: Assessment methods of production processes reliability – state of the art. Article accepted for publication in J. KONBiN (in press)
Chlebus, M., Werbińska-Wojciechowska, S.: Issues on production process reliability assessment – review. Res. Logist. Prod. 6(6), 481–497 (2016)
Dai, W., Maropoulos, P.G., Zhao, Y.: Reliability modelling and verification of manufacturing processes based on process knowledge management. Int. J. Comput. Integr. Manuf. 28(1), 98–111 (2015)
Elsayed, E.A.: Perspectives and challenges for research in quality and reliability engineering. Int. J. Prod. Res. 38(9), 1953–1976 (2000)
Giel, R., Plewa, M.: The evaluation method of the process of municipal waste collection. In: CLC 2015: Carpathian Logistics Congress - Congress Proceedings, Czech Republic, 4th–6th November 2015, pp. 281–287 (2015)
Gniedenko, B.W., Bielajew, J.K., Sulowiew, A.D.: Mathematical Methods of Reliability Theory (in Polish). Scientific & Technical Publishing House, Warsaw (1969)
Jodejko-Pietruczuk, A., Plewa, M.: Reliability based model of the cost effective product reusing policy. In: Safety and Reliability: Methodology and Applications - Proceedings of the European Safety and Reliability Conference, ESREL 2014, pp. 1243–1248 (2014)
Kierzkowski, A., Kisiel, T.: The simulation model of logistic support for functioning ground handling agent, taking into account the probabilistic time of aircrafts arrival. In: CLC 2013: Carpathian Logistics Congress - Congress Proceedings, pp. 463–469 (2013)
Knegtering, B., Brombacher, A.C.: A method to prevent excessive number of Markov states in Markov models for quantitative safety and reliability assessment. ISA Trans. 39(3), 363–369 (2000)
Kostina, M.: Reliability management of manufacturing processes in machinery enterprises. Ph.D. Thesis, Tallinn University of Technology, TUT Press (2012)
Liang, L., Guo, B.: The study of mission reliability of QRMS based on the multistage Markov process. In: Shi, Y., van Albada, G.D., Dongarra, J., Sloot, P.M.A. (eds.) Computational Science – ICCS 2007. ICCS 2007. Lecture Notes in Computer Science, vol. 4490. Springer, Heidelberg (2007)
Liu, Y., Zhang, W., Fu, G., Li, N.: Mission reliability modeling of manufacturing processes and system. Appl. Mech. Mater. 248, 450–455 (2013)
Niziński, S., Wierzbiski, S., Ligier, K.: Mathematical Model of Mechanical Means of Transport Maintenance and Operation (in Polish). WITPIS, Sulejowek (2002)
Nowakowska, M., Tubis, A.: Reliability of the cut flowers’ supply chain. In: Safety and Reliability of Complex Engineered Systems: Proceedings of the 25th European Safety and Reliability Conference, ESREL 2015, Zurich, Switzerland, 7–10 September 2015, pp. 1755–1762. CRC Press, Balkema (2016)
Nowakowski, T., Werbińska-Wojciechowska, S., Chlebus, M.: Production process reliability modelling based on the Markov process implementation. In: Proceedings of Carpathian Logistics Congress CLC 2016, 28th–30th November 2016, Zakopane, Poland (2016)
Restel, F.J.: The Markov reliability and safety model of the railway transportation system. In: Safety and Reliability: Methodology and Applications - Proceedings of the European Safety and Reliability Conference, ESREL 2014, pp. 303–311. CRC Press, Balkema (2015)
Yu, K., Bricker, D.L.: Analysis of a Markov chain model of a multistage manufacturing system with inspection, rejection, and rework. J. IIE Trans. 25(1), 109–112 (1993)
Zając, M.: Principles of work load in intermodal transhipment point. In: CLC 2013: Carpathian Logistics Congress - Congress Proceedings, pp. 685–690 (2013)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this paper
Cite this paper
Nowakowski, T., Werbińska-Wojciechowska, S., Chlebus, M. (2018). Reliability Assessment of Production Process – Markov Modelling Approach. In: Burduk, A., Mazurkiewicz, D. (eds) Intelligent Systems in Production Engineering and Maintenance – ISPEM 2017. ISPEM 2017. Advances in Intelligent Systems and Computing, vol 637. Springer, Cham. https://doi.org/10.1007/978-3-319-64465-3_38
Download citation
DOI: https://doi.org/10.1007/978-3-319-64465-3_38
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-64464-6
Online ISBN: 978-3-319-64465-3
eBook Packages: EngineeringEngineering (R0)