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This thesis explores the integration of machine learning methodology to generate typical meteorological year (TMY) weather files, improving the accuracy of energy models used for predicting building energy performance. It addresses existing limitations in conventional TMY generation approaches that rely heavily on expert judgment and highlights the importance of using localized data and customized weighting factors to reflect the diverse climatic conditions across Canada.
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