Mathematical models of organizational mechanisms for implementing technologies for individual monitoring of the condition of aviation equipment products
- Authors: Kasatkin A.A.1, Rakhmanina V.E.1
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Affiliations:
- National Research Center «Zhukovsky Institute»
- Issue: No 116 (2025)
- Pages: 232-270
- Section: Control of technological systems and processes
- URL: https://journals.rcsi.science/1819-2440/article/view/307007
- ID: 307007
Cite item
Abstract
The paper considers the coordination of economic interests of the participants in the maintenance and repair of aircraft and their systems, when changing the approach to their technical operation, due to the application of technologies for individual monitoring of the condition of aircraft objects. The introduction of such technologies is expected to increase the durability of aircraft products and extend their actual lifetime. From the economic point of view, this may cause a decrease in the profit of developers and manufacturers of aircraft products, as well as organizations engaged in their maintenance and repair. The paper considers the economic mechanisms of implementation of these technologies, allowing to ensure their attractiveness both for the above organizations and for the operators. Thus, mutually beneficial price ranges for modified products are determined, and a method of their realization together with maintenance and repair works in the format of selling aircraft operation at a fixed rate per flight hour is proposed. Simulation modeling of scheduled flights in several regions together with aircraft maintenance and repair is carried out. A comparison of the costs of flight fulfillment at different effects from the introduction of such technologies in ensuring the quality-of-service provision has been made. The paper shows that when several operators are combined into a pool in order to determine a single sales rate for all operators, it is possible to offer a single sales rate lower than when operators are serviced separately.
About the authors
Andrey Alekseevich Kasatkin
National Research Center «Zhukovsky Institute»
Email: kasatkinaa@nrczh.ru
Zhukovsky
Valeria Evgen'evna Rakhmanina
National Research Center «Zhukovsky Institute»
Email: rakhmaninave@nrczh.ru
Zhukovsky
References
- ДАЛЕЦКИЙ С.В, ДЕРКАЧ О.Я., ПЕТРОВ А.Н. Эффек-тивность технической эксплуатации самолетов граж-данской авиации. – М.: Воздушный транспорт, 2002.
- КАСАТКИН А.А. Методы моделирования и оптимиза-ции уровня автономности технического обслуживания и ремонта парка авиационной техники гражданского назначения // Управление большими системами. – 2023. – Вып. 104. – С. 5–35
- КИРПИЧЕВ И.Г., КУЛЕШОВ А.А., ШАПКИН В.С. Ос-новы стратегии формирования конкурентных преиму-ществ российской авиационной техники на современном этапе – М: Воздушный транспорт, 2007. – 334 с.
- КЛОЧКОВ В.В. Оптимизация экономических условий договора о техническом обслуживании и ремонте авиадвигателей // Авиакосмическая техника и техноло-гия. – 2004. – №1. – С. 64–70.
- КУЛЕШОВ А.А., ФИЛИМОНОВ А.В., ШАПКИН В.С. Вопросы использования данных мониторинга техниче-ского состояния авиационного двигателя в системе управления безопасностью полетов разработчика // ТВФ. – 2023. – №1. – С. 36–41.
- ПИСАРЕНКО В.Н. Техническое обслуживание воздуш-ных судов как система поддержания летной годности гражданской авиационной техники. – Самара: Изд-во СамНЦ РАН, 2017 – 170 с.
- РИХТЕР К., ВАЛЬТЕР Й. (ред) Интеграция поставщи-ков и глобализация решений в гражданском авиастрое-нии. Сборник статей. – СПб.: Питер, 2021 – 352 с.
- САРКИСЯН С.А., СТАРИК Д.Э. Экономика авиационной промышленности – М.: Высшая школа, 1985 – 320 с.
- СЕРЬЁЗНОВ А.Н., КУЗНЕЦОВ А.Б., ЛУКЬЯНОВ А.В. и др. Применение оптоволоконных технологий при со-здании встроенных систем самодиагностики авиацион-ных конструкций // Научный вестник НГТУ. – 2016. – Т. 64, №3. – С. 95–105.
- ТЮРИН Ю.А. Некоторые вопросы состояния эксплуа-тации и разработки авиадвигателей в России // Авиа-транспортное обозрение. – 1999. – №9. – С. 50–58.
- ЧЕТЫРКИН Е.М. Финансовая математика – М.: Дело, 2002 – 400с.
- AZEVEDO D., CARDOSO A., RIBEIRO B. Estimation of health indicators using advanced analytics for prediction of aircraft systems remaining useful lifetime // PHM Society Eu-ropean Conference. – 2020. – Vol. 5, No. 1. – P. 10.
- FIGUEIREDO-PINTO D.G., ABRAHÃO F., FAN I.S. An Operational Availability Optimization Model Based on the Integration of Predictive and Scheduled Maintenance // Proc. of the 6th European Conf. of the Prognostics and Health Management Society, 2021.
- KHORASANI K, KORDESTANI M. An Overview of the State-of-the-Art in Aircraft Prognostic and Health Manage-ment Strategies // IEEE Trans. on Instrumentation and Meas-urement, 2023.
- LEAO B.P., FITZGIBBON K.T., PUTTINI L.C. et al. Cost-benefit analysis methodology for PHM applied to legacy commercial aircraft // IEEE Aerospace Conference, 2008. – P. 1–13.
- LEITE J.D. Engine Contract Comparisons // Engine Year-book. – 2003. – P. 26–31.
- MEISSNER R., MEYER H., WICKE K. Concept and eco-nomic evaluation of prescriptive maintenance strategies for an automated condition monitoring system // Int. Journal of Prognostics and Health Management. – 2021. – Vol. 12(3).
- MOGHADDASS R., ZUO M. J. An integrated framework for online diagnostic and prognostic health monitoring using a multistate deterioration process // Reliability Engineering & System Safety. – 2014. – Vol. 124. – P. 92–104.
- RAHN A. Developing prescriptive maintenance strategies in the aviation industry based on a discrete-event simulation framework for post-prognostics decision making //Reliability Engineering & System Safety. – 2021.
- SCHILLING T., GOLLNICK V. System Analysis of Prognos-tics and Health Management Systems for Future Transport Aircraft // 28th Congress of the Int. Council of the Aeronau-tical Sciences, 23–28 September 2012, Brisbane, Australia.
- TSEREMOGLOU I., SANTOS B.F. Condition-based mainte-nance scheduling of an aircraft fleet under partial observa-bility: A deep reinforcement learning approach // Reliability Engineering & System Safety, 2024. – Vol. 241. – P. 109582.
- VERHAGEN W.J.C., SANTOS B.F., FREEMAN F. et al. Condition-Based Maintenance in Aviation: Challenges and Opportunities // Aerospace. – 2023. – Vol. 10. – P. 762.
- WILLIS C. Engine Leasing and Maintenance // Engine Yearbook. – 2003.
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