Benchmarking of deep learning irradiance forecasting models from sky images–An in-depth analysis
A number of industrial applications, such as smart grids, power plant operation, hybrid
system management or energy trading, could benefit from improved short-term solar …
system management or energy trading, could benefit from improved short-term solar …
Cyclone track forecasting based on satellite images using artificial neural networks
Many places around the world are exposed to tropical cyclones and associated storm
surges. In spite of massive efforts, a great number of people die each year as a result of …
surges. In spite of massive efforts, a great number of people die each year as a result of …
The undecidability of boolean BI through phase semantics
D Larchey-Wendling, D Galmiche - 2010 25th Annual IEEE …, 2010 - ieeexplore.ieee.org
We solve the open problem of the decidability of Boolean BI logic (BBI), which can be
considered as the core of separation and spatial logics. For this, we define a complete …
considered as the core of separation and spatial logics. For this, we define a complete …
Prediction of short-time cloud motion using a deep-learning model
X Su, T Li, C An, G Wang - Atmosphere, 2020 - mdpi.com
A cloud image can provide significant information, such as precipitation and solar irradiation.
Predicting short-time cloud motion from images is the primary means of making intra-hour …
Predicting short-time cloud motion from images is the primary means of making intra-hour …
Towards the intrahour forecasting of direct normal irradiance using sky-imaging data
J Nou, R Chauvin, J Eynard, S Thil, S Grieu - Heliyon, 2018 - cell.com
Increasing power plant efficiency through improved operation is key in the development of
Concentrating Solar Power (CSP) technologies. To this end, one of the most challenging …
Concentrating Solar Power (CSP) technologies. To this end, one of the most challenging …
Comparative study of algorithms for cloud motion estimation using sky-imaging data
A Zaher, S Thil, J Nou, A Traoré, S Grieu - IFAC-PapersOnLine, 2017 - Elsevier
One way to improve the efficiency of concentrated solar power plants is to use short-term
forecasts of Direct Normal Irradiance (DNI) to apply advanced control strategies. These short …
forecasts of Direct Normal Irradiance (DNI) to apply advanced control strategies. These short …
MEHGNet: a multi-feature extraction and high-resolution generative network for satellite cloud image sequence prediction
B **e, J Dong, C Liu, W Cheng - Earth Science Informatics, 2024 - Springer
Satellite cloud image sequences contain rich spatial and temporal information, and
forecasting future cloud image sequences is of great significance for meteorological …
forecasting future cloud image sequences is of great significance for meteorological …
Automatically adjusting cloud movement prediction model from satellite infrared images
B Goswami, G Bhandari - 2011 Annual IEEE India Conference, 2011 - ieeexplore.ieee.org
Tracking and predicting cloud movement is one the most important step in pluviometry. The
purpose of this study is to develop a self adjusting technique to predict the movement of …
purpose of this study is to develop a self adjusting technique to predict the movement of …
Convective cloud detection and tracking from series of infrared images
B Goswami, G Bhandari - Journal of the Indian Society of Remote Sensing, 2013 - Springer
The most significant part of prediction of precipitation is the detection and identification of
convective (cumulonimbus) clouds, also the tracking of cloud movement is important for …
convective (cumulonimbus) clouds, also the tracking of cloud movement is important for …
Advanced Predicting Method for Tropical Cyclone Tracking and Intensity in the Bay of Bengal Using Machine Learning
Tropical cyclones (TCs) also known as typhoons or hurricanes are low-pressure systems
that develop over warm ocean waters within the tropical and subtropical region. TCs are one …
that develop over warm ocean waters within the tropical and subtropical region. TCs are one …