2024
DOI: 10.1088/1742-6596/2762/1/012082
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Horizontal Tail Flight Load Prediction Method for Large UAVs based on Machine Learning

Xiaomin Hu,
Xiangyu Pan,
Jiulong Wang

Abstract: In today’s rapidly developing large UAVs field, flight safety and reliability are essential considerations. Flight load is one of the important factors affecting the load capacity of large UAVs, so the research on load prediction technology can improve flight safety and the reliability of air transportation. This paper first introduces the collection and processing method of flight load data, then uses the machine learning method-BP neural network to predict flight load, establishes the BP neural network model… Show more

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