结构健康监测:先进的传感,诊断和预测
Bing Li1, Yongbo Li1,2, Khandaker Noman3
1School of Aeronautics, Northwestern Polytechnical University, Xi'an 710072, China.
Sensors (Basel, Switzerland)
|March 17, 2025
概括
结构健康监测 (SHM) 通过实时结构评估来增强工程. 这项技术对于预测和预防关键基础设施的结构性故障至关重要.
科学领域:
- 工程 工程师 工程师 工程师
- 材料科学 材料科学 材料科学
- 计算机科学 计算机科学
背景情况:
- 结构健康监测 (SHM) 对现代工程应用至关重要.
- 它涉及结构完整性的持续评估.
- SHM集成了传感器,数据分析和预测建模.
研究的目的:
- 调查结构健康监测中的新方法.
- 提高工程结构损坏检测的可靠性和效率.
- 探索用于SHM的先进传感和数据分析的整合.
主要方法:
- 审查当前的SHM技术及其应用.
- 分析传感器网络和数据采集策略.
- 探索用于损害识别的机器学习算法.
主要成果:
- 确定了SHM传感器技术的关键进展.
- 证明了数据驱动的损害评估方法的有效性.
- 突出了集成的SHM系统实时监控的潜力.
结论:
- 先进的SHM技术对于确保结构安全至关重要.
- 传感器和人工智能的集成显著改善了损坏检测能力.
- 未来的研究应该专注于开发自主和预测性SHM解决方案.
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