- Tytuł:
- An approach to reliability analysis of aircraft systems for a small dataset
- Autorzy:
-
Okoro, Onyedikachi Chioma
Zaliskyi, Maksym
Serhii, Dmytriiev
Abule, Ibinabo - Powiązania:
- https://bibliotekanauki.pl/articles/27311335.pdf
- Data publikacji:
- 2023
- Wydawca:
- Politechnika Śląska. Wydawnictwo Politechniki Śląskiej
- Tematy:
-
aircraft maintenance
reliability
small dataset
aircraft systems
obsługa techniczna samolotów
niezawodność
mały zbiór danych
systemy lotnicze - Opis:
- Data-driven predictive aircraft maintenance approach typically results in lower maintenance costs, avoiding unnecessary preventive maintenance actions and reducing unexpected failures. Information provided by a reliability analysis of aircraft components and systems can improve an existing maintenance strategy and ensure an optimal maintenance task interval. For reliability work, the exponential distribution is typically used; however, this approach requires substantial amounts of data, which often may not be generated by aviation operations. Therefore, this study proposes a method for reliability analysis given a small dataset. Real-life historical data of an aircraft operating in Nigeria validate the proposed approach and prove its applicability.
- Źródło:
-
Zeszyty Naukowe. Transport / Politechnika Śląska; 2023, 118; 207--217
0209-3324
2450-1549 - Pojawia się w:
- Zeszyty Naukowe. Transport / Politechnika Śląska
- Dostawca treści:
- Biblioteka Nauki
Artykuł