Enhancing Aircraft Safety through Advanced Engine Health Monitoring with Long Short-Term Memory
Suleyman Yildirim,
Zeeshan A. Rana
Abstract:Predictive maintenance holds a crucial role in various industries such as the automotive, aviation and factory automation industries when it comes to expensive engine upkeep. Predicting engine maintenance intervals is vital for devising effective business management strategies, enhancing occupational safety and optimising efficiency. To achieve predictive maintenance, engine sensor data are harnessed to assess the wear and tear of engines. In this research, a Long Short-Term Memory (LSTM) architecture was empl… Show more
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