Multiscale simulation of salt crystallization-induced damage in porous materials

IF 3.9 3区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY
N. Lo Presti, A. M. D’Altri, L. Patruno, G. Castellazzi, H. Derluyn, S. de Miranda
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Abstract

In this paper, a multiscale modelling strategy to simulate salt crystallization-induced damage in porous materials is proposed. Salt crystallization pressure exerted on pore walls is explicitly modelled on a nonlinear representative volume element (RVE) at the microscale of the porous medium. A macroscopic damage measurement of the whole RVE can be then extracted for any combination of crystallization pressure and pore filling time histories. The efficient coupling of moisture transport and salt crystallization with micromechanical damage is achieved by adopting a state-of-the-art multiphase model for the transport/crystallization part and by originally formulating an efficient phenomenological damage model, trained on a dataset generated through micromechanics-based simulations on RVEs. The effectiveness of this numerical strategy is shown via the comparison with an experimental campaign on salt-aged traditional Dutch tiles. The proposed numerical strategy appeared able to track the evolution of macroscopic damage in real-time along with salt transport and crystallization within the porous medium. The potential for using the proposed framework with extended datasets and simulation-driven machine learning is also highlighted.

Abstract Image

多孔材料盐结晶损伤的多尺度模拟
本文提出了一种模拟多孔材料盐结晶损伤的多尺度模型策略。在多孔介质的微观尺度上,用非线性代表性体积元(RVE)明确地模拟了施加在孔壁上的盐结晶压力。然后,可以提取整个RVE的宏观损伤测量值,用于任何结晶压力和孔隙填充时间历史的组合。通过采用最先进的输运/结晶部分多相模型和最初制定的高效现象学损伤模型,通过RVEs上基于微力学的模拟生成的数据集进行训练,实现了水分输运和盐结晶与微力学损伤的有效耦合。该数值策略的有效性通过与盐老化传统荷兰瓷砖的实验活动的比较来证明。所提出的数值策略能够实时跟踪多孔介质中盐运移和结晶过程中宏观损伤的演化过程。还强调了将所提出的框架与扩展数据集和模拟驱动的机器学习一起使用的潜力。
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来源期刊
Materials and Structures
Materials and Structures 工程技术-材料科学:综合
CiteScore
6.40
自引率
7.90%
发文量
222
审稿时长
5.9 months
期刊介绍: Materials and Structures, the flagship publication of the International Union of Laboratories and Experts in Construction Materials, Systems and Structures (RILEM), provides a unique international and interdisciplinary forum for new research findings on the performance of construction materials. A leader in cutting-edge research, the journal is dedicated to the publication of high quality papers examining the fundamental properties of building materials, their characterization and processing techniques, modeling, standardization of test methods, and the application of research results in building and civil engineering. Materials and Structures also publishes comprehensive reports prepared by the RILEM’s technical committees.
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