Delgado, J M P Q; Ramos, N M M; Barreira, E and Simões, M L (2014) Probabilistic risk assessment methodology of exterior surfaces defacement caused by algae growth. Journal of Construction Engineering and Management, 140(12), ISSN 0733-9364
Abstract
This paper presents the development of a risk assessment methodology applicable to the analysis of exterior surfaces defacement from algae growth. The specific case of external thermal insulation composite systems (ETICS) is frequently associated with a higher perceived risk if compared with other façade solutions. The design of the proposed methodology includes: the scope of the risk analysis definition, the determination of the parameters involved using a qualitative analysis of the problem, the collection of relevant data, and a quantitative probabilistic risk analysis based in Monte Carlo simulations. The detailed implementation of the methodology involved the preparation of a meta-model, response surface methodology, that was developed and compared with a hygrothermal simulation tool. The meta-model allowed a faster application of the Monte Carlo method, providing results of the methodology application to the use of ETICS in selected locations and a sensitivity analysis of the stochastic parameters.
Item Type: | Article |
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Uncontrolled Keywords: | algae growth; construction materials and methods; meta-models; Monte Carlo simulations; risk assessment |
Date Deposited: | 11 Apr 2025 19:45 |
Last Modified: | 11 Apr 2025 19:45 |