3+ day, 10+ hour ago   (619+ words) Air pollution poses a major environmental and public health challenge in Metropolitan Lima, Peru, where complex topography, coastal meteorological conditions, and intense urbanization generate highly dynamic patterns of pollutant concentrations. Accurate multi-horizon forecasting is therefore essential for supporting environmental monitoring…...

1+ week, 2+ day ago   (444+ words) The purpose of this study is to determine appropriate combinations of supply airflow rate and supply air temperature that maintain the target indoor temperature without causing thermal stratification while minimizing energy consumption through CFD modeling. A laboratory at Y University…...

1+ week, 3+ day ago   (421+ words) Rapid urbanization and the increasing proportion of time spent indoors have intensified concerns regarding indoor air quality and public health. Fast and reliable prediction of indoor pollutant dispersion is essential for building design optimization and risk-informed emergency response. To enable…...

2+ week, 19+ hour ago   (513+ words) Cabin temperature prediction is a key technique for improving occupant thermal comfort and reducing energy consumption of thermal management systems. Most existing cabin temperature prediction models do not integrate external meteorological information, resulting in poor adaptability to complex and variable…...

2+ week, 3+ day ago   (552+ words) This study proposes a hybrid deep learning model based on the Stationary Wavelet Transform (SWT), a Frequency Attention mechanism, and a Temporal Convolutional Network architecture (TCN) for short-term electricity consumption forecasting at the university campus scale. The study utilizes a…...

2+ week, 5+ day ago   (439+ words) Accurate and non-destructive assessment of drought stress is important for improving lettuce production and supporting timely crop management. This study presents a detection-guided deep learning framework for plant-level drought-stress assessment in hydroponically grown lettuce using bird’s-eye-view RGB images. The study…...

3+ week, 4+ day ago   (480+ words) Rapid urbanization has increasingly posed risks of inducing land subsidence in newly developed urban districts, posing growing threats to infrastructure safety. This study focuses on a selected rectangular area within the Shannan New District of Huainan City. Based on 94 Sentinel…...