Bilayer porous polymer for efficient passive building cooling
Sign Up to like & getrecommendations! Published in 2021 at "Nano Energy"
DOI: 10.1016/j.nanoen.2021.105971
Abstract: Abstract Passive building cooling without any electricity input are highly desirable in pursuing low energy consumption and environment protection. However, widespread adoption of existing techniques is restrained by the complex system design or low cooling… read more here.
Keywords: efficient passive; building cooling; passive building; bilayer porous ... See more keywords
Short-term building cooling load prediction based on AKNN and RNN models
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Building Performance Simulation"
DOI: 10.1080/19401493.2024.2403027
Abstract: ABSTRACT Cooling load is the main energy consumption factor for commercial buildings during summer. This paper proposes a new approach to realize short-term building cooling load prediction by combining adaptive feature extraction and deep learning… read more here.
Keywords: building cooling; prediction; cooling load; term building ... See more keywords
Research on Feature Variable Set Optimization Method for Data-Driven Building Cooling Load Prediction Model
Sign Up to like & getrecommendations! Published in 2025 at "Buildings"
DOI: 10.3390/buildings15193583
Abstract: Short-term building cooling load prediction is crucial for optimizing building energy management and promoting sustainability. While data-driven models excel in this task, their performance heavily depends on the input feature set. Feature selection must balance… read more here.
Keywords: building cooling; prediction; model; cooling load ... See more keywords