J Cárdenas-Rangel, J Jaramillo-Ibarra… - Building and …, 2024 - Elsevier
Abstract–Prediction of energy consumption in buildings is the process that allows estimating the amount of energy consumed in a specific future period. Typically, a predicted energy …
Since the cooling systems used in buildings in hot climates account for a significant portion of the energy consumption, it is very important for both economy and environment to …
K Chung-Camargo, J González, T Solano, O Yuil… - 2023 - intechopen.com
Nearly and net zero energy buildings have been strongly studied in the global north, with generally a temperate climate, thus focusing on energy-efficiency measures for such …
C Chen, J An, X Zhou, C Wang, H Li, D Yan - Energy and Buildings, 2024 - Elsevier
Interval prediction is a promising method that can reveal the uncertainty of building load and has been shown to effectively manage building energy systems. Previous studies focused …
J Xiong, L Chen, Y Zhang - Sustainability, 2023 - mdpi.com
Reducing the heat transfer temperature difference via reasonable indoor temperature determination and air conditioning system design is a confirmed building energy-saving …
H Lee, W Cho, J Park, J Gu - Energies, 2024 - mdpi.com
Reductions in energy consumption and greenhouse gas emissions are required globally. Under this background, the Multilayer Perceptron machine-learning algorithm was used to …
Artificial intelligence (AI), which has many different usage areas, is an important technology of the twenty-first century. Currently, AI is an evolving technology and aims to gain even …
Abstract Design optimization is an important engineering design topic. One of the important issues in structural design is to minimize the cost. This study based on an engineering …
Özet İklim değişikliği, dünya genelinde sıcaklık artışına yol açmakta ve binaların enerji tüketimlerini etkileyerek soğutma gereksinimlerini artırmaktadır. Nitekim yapılan araştırmalar …