ANN-Based Method for Urban Canopy Temperature Prediction and Building Energy Simulation with Urban Heat Island Effect in Consideration
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- Li, Xiaoma & Zhou, Yuyu & Yu, Sha & Jia, Gensuo & Li, Huidong & Li, Wenliang, 2019. "Urban heat island impacts on building energy consumption: A review of approaches and findings," Energy, Elsevier, vol. 174(C), pages 407-419.
- Luis Ma. Bo-ot & Yao-Hong Wang & Che-Ming Chiang & Chi-Ming Lai, 2012. "Effects of a Green Space Layout on the Outdoor Thermal Environment at the Neighborhood Level," Energies, MDPI, vol. 5(10), pages 1-13, September.
- Castaldo, Veronica Lucia & Pisello, Anna Laura & Piselli, Cristina & Fabiani, Claudia & Cotana, Franco & Santamouris, Mattheos, 2018. "How outdoor microclimate mitigation affects building thermal-energy performance: A new design-stage method for energy saving in residential near-zero energy settlements in Italy," Renewable Energy, Elsevier, vol. 127(C), pages 920-935.
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- Siavash Ghorbany & Ming Hu & Siyuan Yao & Chaoli Wang, 2024. "Towards a Sustainable Urban Future: A Comprehensive Review of Urban Heat Island Research Technologies and Machine Learning Approaches," Sustainability, MDPI, vol. 16(11), pages 1-21, May.
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