Pouzdanost i raspoloživost elektronskih sistema vođeni podacima
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Sažetak

Uvod/cilj: Pouzdanost i raspoloživost su posebno važni za vojnu, medicinsku i drugu profesionalnu opremu. Upravljanje pouzdanošću i raspoloživošću i/ili proračun prognostičke pouzdanosti uvek su bili zasnovani na podacima. U istraživanju se analizira uticaj podataka na pouzdanost i gotovost.

Metode: Istraživanje je rađeno uglavnom na osnovu objavljenih članaka autora ovog rada, kao i nekih drugih radova.

Rezultati: Analizirane su definicije koncepta vođenog podacima, zatim definicija pouzdanosti i raspoloživosti, a nakon toga uticaj nedovoljno pouzdanih podataka na proračun prognostičke pouzdanosti, kao i pouzdanost i raspoloživost podataka koji se koriste u proračunu pouzdanosti. 

Zaključak: Pouzdanost i raspoloživost, kao  veoma važni, uvek su bili vođeni podacima, ali validni i relevantni podaci predstavljaju glavni problem. Bez dobrih podataka prognostička pouzdanost je beskorisna, uprkos dobrom modelu pouzdanosti.

 

Ključne reči

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DOI: 10.5937/vojtehg71-43474

Reference

Brunton, S.L., Kutz, J. N., Manohar, K., Aravkin, A.Y., Morgansen, K., Klemisch, J., Goebel, N., Buttrick, J., Poskin, J., Blom-Schieber, A.W., Hogan, T. & McDonald, D. 2021.Data-Driven Aerospace Engineering: Reframing the Industry with Machine Learning. AIAA Journal, 59(8). Available at: https://doi.org/10.2514/1.J060131.

Elearth, J.G. & Pecht, M. 2012. IEEE 1413: A Standard for Reliability Predictions. IEEE Transactions on Reliability, 61(1), pp.125-129. Available at: https://doi.org/10.1109/TR.2011.2172030.

-Military Handbook, MIL-HDBK-217E. 1986. Reliability Prediction of Electronic Equipment. Washington DC: Department of Defense.

-Military Handbook, MIL-HDBK-217F. 1991. Reliability Prediction of Electronic Equipment. Washington DC: Department of Defense.

-Northeastern University. 2019. Data-Driven Decision Making: A Primer for Beginners. Northeastern University, August 22 [online]. Available at: https://www.northeastern.edu/graduate/blog/data-driven-decision-making/ [Accessed: 15 March 2023].

Pandian, G., Pecht, M., Zio, E. & Hodkiewicz. M. 2020. Data-driven reliability analysis of Boeing 787 Dreamliner. Chinese Journal of Aeronautics, 33(7), pp. 1969-1979. Available at: https://doi.org/10.1016/j.cja.2020.02.003.

Pokorni, S. 2014a. Pouzdanost informacionih sistema. Belgrade, Serbia: Information Technology School (in Serbian). ISBN: 978-86-88841-03-0.

Pokorni, S. 2014b. Problems of reliability prediction of electronic equipment. In: 6th International Scientific Conference on Defensive Technologies OTEH 2014, Belgrade, Serbia, pp.835-838, October 9-10 [online]. Available at: http://www.vti.mod.gov.rs/oteh14/elementi/rad/028.html [Accessed: 15 March 2023].

Pokorni, S. 2016. Reliability prediction of electronic equipment: Problems and experience. In: 7th International Scientific Conference on Defensive Technologies OTEH 2016, Belgrade, Serbia, pp.695-700, October 6-7 [online]. Available at: http://www.vti.mod.gov.rs/oteh16/elementi/rad/020.html [Accessed: 15 March 2023].

Pokorni, S. 2019. Reliability and availability of the Internet of things. Vojnotehnički glasnik/Military Technical Courier, 67(3), pp.588-600. Available at: https://doi.org/10.5937/vojtehg67-21363.

Pokorni, S. 2020. Artificial intelligence in reliability and maintainability. In: 9th International Scientific Conference on Defensive Technologies OTEH 2020, Belgrade, Serbia, October 15-16 [online]. Available at: http://www.vti.mod.gov.rs/oteh/elementi/rad/114.pdf [Accessed: 15 March 2023].

Pokorni, S. 2021a. The Reliability of Data-driven Internet of Things Systems. Annals of Spiru Haret University. Economic Series, 21(4), pp.43-52 [online]. Available at: http://anale.spiruharet.ro/economics/issue/view/137/pdf_25 [Accessed: 15 March 2023].

Pokorni, S. 2021b Current state of the application of artificial intelligence in reliability and maintenance. Vojnotehnički glasnik/Military Technical Courier, 69(3), pp.578-593. Available at: https://doi.org/10.5937/vojtehg69-30434.

Pokorni, S. 2022. Data-driven reliability of electronic equipment. In: 10th International Scientific Conference on Defensive Technologies OTEH 2022, Belgrade, Serbia, pp.591-594, October 13-14 [online]. Available at: http://www.vti.mod.gov.rs/oteh/elementi/rad/043.pdf [Accessed: 15 March 2023].

Pokorni, S. & Janković. R. 2011. Reliability estimation of a complex communication network by simulation. In: 2011 19thTelecommunications Forum (TELFOR) Proceedings of Papers, Belgrade, Serbia, pp.226-229, November 22-24. Available at: https://doi.org/10.1109/TELFOR.2011.6143532.

Pokorni, S. & Ramović, R. 2003. Reliability and availability of telecommunication system of four ring connected stations. Communications in Dependability and Quality Management,  6(1-2), pp.6-17. ISSN: 1450-7196.

Rouse, M. 2018. What Does Data Driven Mean? Techopedia, 9 February [online]. Available at https://www.techopedia.com/definition/18687/data-driven [Accessed: 15 March 2023].

-Talend. 2023. What is data reliability? Definition and assessment guide. Talend [online]. Available at https://www.talend.com/resources/what-is-data-reliability/ [Accessed: 15 March 2023].

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