SA-JSTN: Self-Attention Joint Spatiotemporal Network for Temperature Forecasting
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2021.3112131
Abstract: The rapid development of remote sensing technology has brought abundant data support for deep learning based temperature forecasting research. However, recently proposed methods usually focus on the temporal relationship among temperature observation information, whereas ignore… read more here.
Keywords: jstn; temperature; temperature forecasting; self attention ... See more keywords
MetPGNet: Meteorological Prior Guided Network for Temperature Forecasting
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2021.3129791
Abstract: High temperature is one of the most severe disasters in the world, which causes the death of millions of people each year. Accurate temperature forecasting, as a key member of weather prediction, is of great… read more here.
Keywords: metpgnet meteorological; meteorological prior; guided network; prior guided ... See more keywords
A Fault Detection Method Based on an Oil Temperature Forecasting Model Using an Improved Deep Deterministic Policy Gradient Algorithm in the Helicopter Gearbox
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e24101394
Abstract: The main gearbox is very important for the operation safety of helicopters, and the oil temperature reflects the health degree of the gearbox; therefore establishing an accurate oil temperature forecasting model is an important step… read more here.
Keywords: temperature forecasting; oil; oil temperature; gearbox ... See more keywords
Smart Building: Use of the Artificial Neural Network Approach for Indoor Temperature Forecasting
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DOI: 10.3390/en11020395
Abstract: The smart building concept aims to use smart technology to reduce energy consumption, as well as to improve comfort conditions and users’ satisfaction. It is based on the use of smart sensors and software to… read more here.
Keywords: methodology; temperature; indoor temperature; smart building ... See more keywords