Integrated design optimization of novel photovoltaic envelope for buildings

该研究将建筑综合可再生应用与传统建筑被动设计策略相结合。提出一种新的室内环境质量指标作为目标函数，与建筑净能耗一起进行优化。为每个建模软件训练的代理模型将被纳入提出的优化算法，以提高计算效率，并为协助可持续建筑设计提供方便的工具。此外，将纳入重要的城市环境参数，以量化其影响。研究成果对有效推进被动式设计在绿色建筑项目中的应用具有重要的指导意义。

The research will couple the building integrated renewable application with traditional architectural passive design strategies. A new indoor environment quality index will be proposed as an objective function to be optimized together with the net building energy consumption. Surrogate models trained for each modelling software will be incorporated into the proposed optimization algorithm to improve the calculation efficiency and provide a convenient tool to assist sustainable building designs. In addition, significant urban context parameters will be incorporated to quantify their impact. Research findings will serve as significant guidance to effectively promote the application of the passive design in green building projects.