Life-cycle performance of aluminium cladding panels in resisting hailstorms

包层(金属加工) 随机性 概率逻辑 缩进 结构工程 环境科学 法律工程学 计算机科学 材料科学 工程类 数学 复合材料 统计 人工智能
作者
Shuangmin Shi,Nelson Lam,Yiwen Cui,Guoxing Lu,Emad Gad,Lihai Zhang
出处
期刊:Structural Safety [Elsevier BV]
卷期号:108: 102439-102439 被引量:11
标识
DOI:10.1016/j.strusafe.2024.102439
摘要

This paper delves into cumulative damage on aluminium cladding panels attributed to hailstorms throughout the lifespan of the installations. 40 gas gun tests subjecting the cladding panel to repeated impact were undertaken for the purpose of studying cumulative damage behaviour. Insights from these tests were integrated into a hail size distribution model to characterise the probabilistic distribution of permanent indentation resulted from multiple hailstorm events. A life-cycle analysis framework was subsequently introduced, incorporating the natural variability of hailstone sizes and dynamic response of claddings to repeated ice impact. Intervention criterion can be established based on knowledge of the accumulation of permanent indentation into the cladding panels. Proactive actions are recommended should the indentations become visible to prevent worsening damage. Randomness of hailstorm occurrences was considered using hazard function which can be inferred from historical observations. Practical application of the proposed model is illustrated through case studies of two Australian states, coupled with comparative analyses highlighting key factors influencing cladding performance. The ability to account for stochasticity distinguishes the presented framework from existing deterministic approaches.
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