BriefGPT.xyz
Dec, 2023
CityTFT：城市建筑能源建模的时间融合变压器
CityTFT: Temporal Fusion Transformer for Urban Building Energy Modeling
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Ting-Yu Dai, Dev Niyogi, Zoltan Nagy
TL;DR
提出了一种基于数据驱动的城市建筑能源模型（UBEM）框架CityTFT，利用TFT框架和增强的损失函数准确预测城市环境中的能源需求，其F1得分达到99.98%且负荷的RMSE为13.57 kWh。
Abstract
urban building energy modeling
(
ubem
) is an emerging method to investigate urban design and energy systems against the increasing energy demand at urban and neighborhood levels. However, current
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