基于改进的物质元素模型,为建筑施工阶段构建数字双胞胎成熟度评估框架:中国新疆一项建筑项目的案例研究
Qi Yang1,2, Zongjun Xia3, Xiaodan Li1
1State Key Laboratory for Tunnel Engineering, Beijing, China.
PloS one
|September 29, 2025
概括
本研究介绍了建筑项目的数字双胞胎成熟度评估框架. 它通过为数字双胞胎实施提供优化策略来提高效率并减少错误.
科学领域:
- 建设管理建设管理.
- 数字双胞胎技术的数字双胞胎技术
- 成熟期模型 成熟期模型
背景情况:
- 数字双胞胎技术为建筑提供了巨大的潜力,包括提高效率,降低成本和最小化错误.
- 目前,数字双胞胎在建筑中的应用受到缺乏标准化的成熟度评估指南的限制.
- 需要一个通用框架来指导在建设阶段有效实施数字双胞胎.
研究的目的:
- 开发和经验验证建筑建设中数字双胞胎技术的综合成熟度评估框架.
- 建立标准化指导方针,用于在施工阶段评估数字双胞胎成熟度.
- 为全球数字双胞胎成熟度评估提供方法论基础.
主要方法:
- 在五个层面开发成熟度评估指标系统:采集,数据,建模,分析和应用层.
- 引入一个优化的物质元素模型,具有动态值和非线性相关性,以提高评估准确性.
- 利用重要性-绩效分析 (IPA) 作为反机制来指导优化策略.
主要成果:
- 拟议的框架已成功应用于CAZ创新工业园区建设阶段.
- 该评估准确地衡量了该项目的数字双胞胎成熟度水平.
- 根据评估结果,提供了有效的改进建议.
结论:
- 开发的框架为评估和优化建筑项目的数字双胞胎成熟度提供技术支持.
- 该研究为全球数字双胞胎成熟度评估提供了有价值的方法见解.
- 该框架的实施可以通过更好地采用数字双胞胎来提高建筑效率和减少错误.
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