Prediction of cloud movement from satellite images using neural networks

M Penteliuc, M Frincu - 2019 21st International Symposium on …, 2019 - ieeexplore.ieee.org
Predicting cloud movement and dynamics is an important aspect in several areas, including
prediction of solar energy generation. Knowing where a cloud will be or how it evolves over …

Cloud Motion Estimation with ANN for Solar Radiation Forecasting

AH Eşlik, E Akarslan… - … International Congress of …, 2021 - ieeexplore.ieee.org
The most critical issue in integrating solar energy into the electricity grid is the variability of
solar energy. Cloud cover and motions are the most fundamental factors in the formation of …

Optical flow based solar irradiance forecasting in satellite images

Y Li, X Chen, M Yang - … on Real-time Computing and Robotics …, 2019 - ieeexplore.ieee.org
Prediction of cloud movement is essential for solar irradiance forecasting. However, most of
the cloud tracking and predicting methods at present refer to ground-based images. This …

Convolutional and dense ann for cloud kinetics forecasting using satellite images

M Borunda, A Ramírez, R Garduno, G Ruiz… - … Conference on Artificial …, 2022 - Springer
Intermittency of solar radiation over earth surface due to cloud presence poses a great
challenge for power production at photovoltaic fields. Prediction of cloud kinetics may help to …

Correlation and local feature based cloud motion estimation

H Huang, S Yoo, D Yu, D Huang, H Qin - Proceedings of the Twelfth …, 2012 - dl.acm.org
Short-term changes in atmospheric transmissivity caused by clouds can engender more
severe fluctuations in photovoltaic (PV) outputs than those from traditional power plants. As …

Best-effort algorithm for predicting cloud motion impact on solar PV power systems production

N Kebir, M Maaroufi - … 6th International Istanbul Smart Grids and …, 2018 - ieeexplore.ieee.org
The shades caused by clouds passing in front of the sun, once on a photovoltaic panel, its
expected energy output drastically drops due to the rapid solar irradiance variation on the …

Cloud motion estimation in satellite image sequences by tracking skeleton critical points using Lucas-Kanade method

HIB Idder, N Laachfoubi - 2016 13th International Conference …, 2016 - ieeexplore.ieee.org
In this work we propose a new approach to estimate motion of clouds from satellite images
using tools from digital geometry in combination with tools from computer vision field. The …

Cloud motion tracking for short-term on-site cloud coverage prediction

D Dissawa, MPB Ekanayake… - … on Advances in ICT …, 2017 - ieeexplore.ieee.org
A technique for cloud motion tracking and cloud motion prediction using ground-based sky
images is presented. This cloud motion prediction technique primarily targets irradiance …

Predictions of cloud movements and the sun cover duration

A Radovan, Ž Ban - 2014 37th International Convention on …, 2014 - ieeexplore.ieee.org
In order to optimally control the energy flow in the microgrid, consist of several renewable
energy sources, including solar photo electric system and storage system, it is essential to …

Cloudprednet: an ultra-short-term movement prediction model for ground-based cloud image

L Wei, T Zhu, Y Guo, C Ni, Q Zheng - IEEE Access, 2023 - ieeexplore.ieee.org
Ground-based cloud images can provide information on weather and cloud conditions,
which are important for cloud monitoring and PV power generation forecasting. Prediction of …