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DEVELOPMENT OF ALTERNATIVE WAYS TO MAINTAIN THE SERVICEABILITY OF PT6A ENGINES BASED ON THE AIRLINE DATA

https://doi.org/10.51955/2312-1327_2024_4_44

Abstract

The authors constructed a mathematical model for changing the parameters of an aircraft engine for use in the ECTM (Engine Condition Trend Monitoring) system, which will allow for the maintenance of foreign-made aircraft under sanction restrictions based on the airline data.
The mathematical model was constructed with the regression analysis method on the basis of statistical data of PT6A-114A engines technical operation over a five-year operation period. The proposed solution allows the values of the basic parameters of the PT6A-114A aircraft engine to be obtained, the operator having the opportunity to independently analyze the trends of changes in the engine condition without the ESTM system. The main advantage of the obtained research results is independence of the aircraft operator on foreign engine parameter assessment services. The airline can assess the engine parameters independently. One of the next stages of further implementation of the ECTM system within the airline is the development of software that will automate the process of reading the aircraft engine parameters, conduct their analysis and correlate to the engine operation and maintenance documentation and issue a plan of corrective actions on the engine and its components.

About the Authors

D. E. Strokov
LLC "Aviation Technical Center "Kubinka"; Reshetnev Siberian State University of Science and Technology
Russian Federation

Dmitry E. Strokov, Aviation Maintenance Engineer for Avionics, Technical Control Department, PhD student

31, Krasnoyarskii rabochii prospekt Krasnoyarsk, 660037



E. A. Achkasova
Reshetnev Siberian State University of Science and Technology
Russian Federation

Evgenia A. Achkasova

31, Krasnoyarskii rabochii prospekt Krasnoyarsk, 660037



O. G. Boyko
Reshetnev Siberian State University of Science and Technology
Russian Federation

Oksana G. Boyko, Candidate of Technical Sciences, associate professor

31, Krasnoyarskii rabochii prospekt, Krasnoyarsk, 660037



References

1. Achkasova E. A., Afanasyeva A. V., Boyko O. G. (2023). Prospects for replacing medium-haul foreign-made aircraft with domestic Tu-214 in Russian airlines. Irkutsk: Irkutsk branch of MSTU GA, 2023. 26-32. EDN: TPBWNM. (In Russian).

2. Bouko O. G., Shaimardanov L. G. (2012). New approach to reliability estimation of functional systems for civil aviation aircrafts. Kazan-Daytona Beach. 2(35): 28-33. EDN VXJFWT

3. Bulent K. (2024). Evaluation of aircraft engine performance during takeoff phase with machine learning methods. Available at: https://link.springer.com/article/10.1007/s00521-024-10220-3 (accessed 3 August 2024).

4. Demidenko E. Z. (1981). Linear and nonlinear regressions. Moscow: Finance and Statistics, 1981. 291 p. (In Russian).

5. Draper N., Smith G. (1986). Applied Regression Analysis. Moscow: Finance and Statistics, 1986. 353 p. (In Russian).

6. Kaus A. V., Murtazin I. M. Maksimova V. V. (2023). On the issue of logistical problems in the supply of aircraft parts. UIGA named after B.P. Bugaev. 27-28. (In Russian).

7. Murtazin I.M., Kaus A.V., Maksimova V.V., Boyko O.G. (2023). Study of problems of aviationtechnical support of foreign aviation equipment and ways of their solution. Krasnoyarsk: Reshetnev reading. 2(1): 472-475. EDN CGAFGM. (In Russian).

8. Nechaev Yu. N. (2012). Theory of aircraft engines. Moscow: Publishing House of VVIA named after prof. N. E. Zhukovsky, 2012. 336 p. (In Russian).

9. Palkin V. (2018). Concepts of Aero Engines for Future Civil Aircraft. P.R. China: Aero Engine Simulation and Test Technology in China and Russia. 7-16.

10. Prisacariu V., Andrei I., E. Mihai E. (2024). Analyzes regarding aviation fuels parameters use on jet engines. Available at: https://www.researchgate.net/publication/381343423_Analyzes_regarding_aviation_fuels_parameters _use_on_jet_engines (accessed 4 August 2024) DOI 10.13111/2066-8201.2024.16.2.9.

11. Tskhovrebov M. M., Khudyakov E. I. (2005). Mathematical modeling of changes in turbofan engine parameters during operation. Moscow: CIAM. 61-64. (In Russian).

12. Sanjay G. (2013). Aircraft Turbine Engine Control Research at NASA Glenn Research Center. Available at: https://ntrs.nasa.gov/api/citations/20130013439/downloads/20130013439.pdf (accessed 10 August 2024)

13. Shaimardanov L. G., Boyko O. G., Furmanova E. A. (2012) Procedures for processing statistical results of product testing and their use for reliability calculation. Krasnoyarsk: Publishing House of the Institute of Philosophy SB RAS. 234-239. (In Russian).

14. Simukai W. (2007). Trending of performance parameters for aircraft engine condition monitoring. Available at: https://www.robots.ox.ac.uk/~davidc/pubs/performance.pdf (accessed 11 August 2024)

15. Venzel E. S. (1962). Probability Theory. Moscow: State Publishing House of Physical and Mathematical Literature, 1962. 563 p. (In Russian).

16. Vuchkov I., Boyadzhieva L., Solakov E. (1987). Applied linear regression analysis. Moscow: Finance and Statistics, 1987. 239 p. (In Russian).

17. Yashovardhan S. C., Hamsa B. (2013) Aircraft Engine Performance Study Using Flight Data Recorder Archives. Available at: https://www.mit.edu/~hamsa/pubs/ChatiBalakrishnanAVIATION2013.pdf (accessed 3 August 2023)


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For citations:


Strokov D.E., Achkasova E.A., Boyko O.G. DEVELOPMENT OF ALTERNATIVE WAYS TO MAINTAIN THE SERVICEABILITY OF PT6A ENGINES BASED ON THE AIRLINE DATA. Crede Experto: transport, society, education, language. 2024;(4):44-66. (In Russ.) https://doi.org/10.51955/2312-1327_2024_4_44

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