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Updated: Sep 9, 2025

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使用机器学习模型对航空航天结构结构健康状况进行能源评估和被动损坏检测

Francesco Nicassio1, Flavio Dipietrangelo1, Antonella Gaspari2

  • 1Department of Engineering for Innovation, University of Salento, Via per Monteroni, 73100 Lecce, Italy.

Sensors (Basel, Switzerland)
|August 28, 2025
PubMed
概括

机器学习算法准确地评估对航空航天结构的影响. 这种人工智能方法可以在10%的误差范围内预测冲击能量,并以超过95%的准确度识别受损区域,用于结构健康监测.

关键词:
结构健康监测人工神经网络影响的表征机器学习回归和分类方法

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