Data integration framework for multi-level information modelling and numerical analysis of deteriorated RC bridges

IF 5.7 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Advances in Engineering Software Pub Date : 2025-04-01 Epub Date: 2025-01-07 DOI:10.1016/j.advengsoft.2024.103860
Mohamed Ayham Alsharif , Georgia Thermou , Jelena Ninic , Walid Tizani
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Abstract

Structural assessment of deteriorated bridges is a vital step in the decision-making process for asset management. This paper proposes a novel Building Information Modelling (BIM) and Finite Element (FE) integration framework to analyse and retrofit damaged Reinforced Concrete (RC) bridges. The drive behind the framework is to increase the efficiency and accuracy of structural assessment. To this end, a software tool called Bridge Damage Information Modeller (BriDIM) is developed. Two-way automated data interpretation and exchange between BIM and FE is created to allow for the evaluation of the residual structural capacity against limit states based on a comprehensive multi-level numerical model. BriDIM automatically feedback the FE analysis results into BIM environment for visualisation. The research findings suggest that utilising BIM as a database that includes structural specifications, damage information and retrofitting aspects brings benefits in terms of consistency, modelling and computational efficiency throughout the life cycle of a structure. The proposed framework transforms the way we approach assessments by consolidating all mechanical damage-related information into one 3D visualised BIM model. Ultimately BriDIM holds potential in facilitating the development of Digital Twins for existing structures. The model can be used to create scenarios of various damage combinations and provide a reliable tool to simulate the current condition of the bridge and the expected conditions of the bridge in case of damage propagation or change in environmental conditions.
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退化混凝土桥梁多层次信息建模与数值分析的数据集成框架
老化桥梁的结构评估是资产管理决策的重要环节。本文提出了一种新的建筑信息模型(BIM)和有限元(FE)集成框架来分析和改造受损的钢筋混凝土(RC)桥梁。该框架背后的驱动力是提高结构评估的效率和准确性。为此,开发了桥梁损伤信息建模软件(BriDIM)。创建了BIM和FE之间的双向自动数据解释和交换,以便基于全面的多层次数值模型对极限状态的剩余结构容量进行评估。BriDIM自动将有限元分析结果反馈到BIM环境中进行可视化。研究结果表明,利用BIM作为包括结构规格、损坏信息和改造方面的数据库,在整个结构生命周期的一致性、建模和计算效率方面都有好处。提议的框架通过将所有机械损伤相关信息整合到一个3D可视化BIM模型中,改变了我们进行评估的方式。最终,BriDIM在促进现有结构的数字孪生发展方面具有潜力。该模型可用于创建各种损伤组合的场景,为模拟桥梁的当前状态和环境条件发生损伤传播或变化时桥梁的预期状态提供可靠的工具。
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来源期刊
Advances in Engineering Software
Advances in Engineering Software 工程技术-计算机:跨学科应用
CiteScore
7.70
自引率
4.20%
发文量
169
审稿时长
37 days
期刊介绍: The objective of this journal is to communicate recent and projected advances in computer-based engineering techniques. The fields covered include mechanical, aerospace, civil and environmental engineering, with an emphasis on research and development leading to practical problem-solving. The scope of the journal includes: • Innovative computational strategies and numerical algorithms for large-scale engineering problems • Analysis and simulation techniques and systems • Model and mesh generation • Control of the accuracy, stability and efficiency of computational process • Exploitation of new computing environments (eg distributed hetergeneous and collaborative computing) • Advanced visualization techniques, virtual environments and prototyping • Applications of AI, knowledge-based systems, computational intelligence, including fuzzy logic, neural networks and evolutionary computations • Application of object-oriented technology to engineering problems • Intelligent human computer interfaces • Design automation, multidisciplinary design and optimization • CAD, CAE and integrated process and product development systems • Quality and reliability.
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