A Multiobjective Deep Learning Solution for Optimizing Cooling Rates of Urban Courtyard Blocks in Hot Arid Zones
Dubey Dhanraj,
Deepali Vora,
Pranav Naik
Abstract:In response to the rapid urbanization and housing demands, there has been a shift from traditional courtyards to multi-story city structures. Unfortunately, this transition can significantly affect the local climate and overall comfort due to increased heat. To overcome these challenges, our proposed approach suggests implementing multi-objective optimization techniques to strike a balance between various competing goals. These goals may encompass outdoor thermal comfort, energy efficiency, and urban sustainab… Show more
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