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基于数-物模型混合交互反馈的结构近实时震害评估理论框架

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科学合理的结构震害评估对于提升城市抗震韧性与运维智慧具有重要意义.针对韧性城市构建现阶段的实际需求与重要难题,面向"全域、动态、实时"的结构震害评估新范式,以基于数模的多模态特征融合和基于物模的多层次数值仿真模拟为理论架构的两大基本要素,依托深度学习、数字孪生、数物融合等新技术,提出了基于数-物模型混合交互反馈的结构近实时震害评估理论框架,并对该框架中的主要研究内容与关键科学问题进行了详细阐述.所提出的理论架构有望提升结构震害评估的实时性与智能性,助力推进韧性城市构建以及城市系统的智慧运维.
Digital-Physical Hybrid Interactive Feedback Based Theoretical Framework for Near-Real-Time Seismic Damage Assessment of Structures
Scientific and reasonable structural seismic damage assessment is of great significance for improving urban seismic resilience and smart operation and maintenance.Aiming at the actual needs and important problems in the construction of resilient cities at the present stage,and catering the latest paradigm of structural seismic damage assessment oriented to"global,dynamic and real-time",allocating digital-based multi-model feature fusion and physical-based multi-level numerical simulations as two basic elements and relying on new techniques of deep learning,digital twin and knowledge fusion,a theoretical framework for near-real-time seismic damage assessment of structures based on digital-physical model hybrid interactive feedback is established.The main research content and key scientific issues in the framework are elaborated.The proposed theoretical framework is expected to improve the real-time and intelligence of structural seismic damage assessment,and help promote the construction of resilient cities and the smart operation and maintenance of urban systems.

structural seismic damagedigital-physical fusionhybrid interactive feedbacknear-real-time assessmentdeep learning

熊青松、熊海贝、袁程、孔庆钊

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同济大学土木工程防灾减灾全国重点实验室,上海 200092

香港理工大学土木及环境工程学系,香港

结构震害 数-物融合 混合交互反馈 近实时评估 深度学习

国家重点研发计划项目国家自然科学基金

2020YFC151250452108470

2024

结构工程师
同济大学,华东建筑设计研究院

结构工程师

CSTPCD
影响因子:0.51
ISSN:1005-0159
年,卷(期):2024.40(1)
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