为民用基础设施的结构健康监测开发数字双胞胎的方法:全面审查
Zhiyan Sun1, Sanduni Jayasinghe1, Amir Sidiq1
1School of Engineering, RMIT University, 124 La Trobe Street, Melbourne, VIC 3000, Australia.
Sensors (Basel, Switzerland)
|January 11, 2025
概括
数字双胞胎 (DT) 技术为监测民用基础设施健康提供了可靠的解决方案,克服了传统方法的局限性. 本综述探讨了智能基础设施维护的DT应用,开发和挑战.
科学领域:
- 土木工程 土木工程是指土木工程.
- 计算机科学 计算机科学
- 结构健康监测 结构健康监测
背景情况:
- 民用基础设施对于经济增长至关重要,但由于环境因素而恶化.
- 当前的监测方法 (视觉检查,非破坏性测试) 有可靠性问题.
- 数字双胞胎 (DT) 技术为实时基础设施评估提供了一个有希望的解决方案.
研究的目的:
- 审查各行各业现有的数字生应用程序.
- 提出一个框架,用于在民用基础设施中开发数字生应用.
- 确定基础设施数字双胞胎实施的平台要求和挑战.
主要方法:
- 基础设施中的数字生技术的综合文献综述.
- 对物联网 (IoT) 的分析,数据采集和对DTs的建模技术.
- 检查平台要求和潜在的开发挑战.
主要成果:
- 数字双胞胎可以实现结构健康的智能实时监测和评估.
- 该研究概述了在民用基础设施中开发数据技术的系统方法.
- 确定了成功实施DT的关键挑战和要求.
结论:
- 数字生技术显著提高了基础设施监控的可靠性和效率.
- 本综述提供了对数据技术进步和挑战的最新概述.
- 数据技术对于关键民用基础设施的智能维护和寿命至关重要.
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