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Performance comparison between KNN and NSGA-II algorithms as calibration approaches for building simulation models (2016)
Presentation / Conference Contribution

In this paper, a study of calibration methods for a thermal performance model of a building is presented. Two calibration approaches are evaluated and compared in terms of accuracy and computation speed. These approaches are the 𝑘 Nearest Neighbour (... Read More about Performance comparison between KNN and NSGA-II algorithms as calibration approaches for building simulation models.

Reducing simulation performance gap in hemp-lime buildings using fourier filtering (2016)
Journal Article
Jankovic, L. (2016). Reducing simulation performance gap in hemp-lime buildings using fourier filtering. Sustainability, 8(9), Article 864. https://doi.org/10.3390/su8090864

Mainstream dynamic simulation tools used by designers do not have a built-in capability to accurately simulate the effect of hemp-lime on building temperature and relative humidity. Due to the specific structure of hemp-lime, heat travels via a maze... Read More about Reducing simulation performance gap in hemp-lime buildings using fourier filtering.