This study aims to enhance energy performance estimation and maintenance planning for office buildings in Tehran. Machine learning and data mining techniques were employed. utilizing Support Vector Machines (SVMs). Artificial Neural Networks (ANNs). https://www.inmuebleslasmercedes.com/product-category/tablecloth/