Exploiting the Phenomena of Performance Degradation Distribution for Reliability Evaluation of Aerospace Engines

An aerospace engine is among the most critical components of a spacecraft, and its performance is directly tied to the spacecraft's ability to function effectively and consistently. According to studies, 90% of all aircraft accidents happen because of engine failure. As a result, forecasting the RUL (Remaining Useful Life) of aircraft engines is critical for assuring astronaut security and decreasing property losses. Based on past data, this paper presents a reliability of space engine evaluation approach depending on the performance deterioration that may be used to anticipate the space engines RUL. The experimental findings reveal that the approach provided in this work may quantitatively describe the remaining usable life as a probability, which has significant technical and practical implications for aeronautical engineering.