Recent advances in intra-hour solar forecasting: A review of ground-based sky image methods

F Lin, Y Zhang, J Wang - International Journal of Forecasting, 2023 - Elsevier
As the penetration of solar energy generation into power systems keeps rising, intra-hour
solar forecasting (IHSF) is becoming increasingly important for the secure and economical …

Accurate sizing of residential stand-alone photovoltaic systems considering system reliability

E Quiles, C Roldán-Blay, G Escrivá-Escrivá… - Sustainability, 2020 - mdpi.com
In rural areas or in isolated communities in developing countries it is increasingly common to
install micro-renewable sources, such as photovoltaic (PV) systems, by residential …

STANet: a novel predictive neural network for Ground-based remote sensing cloud image sequence extrapolation

Z Lu, Z Zhou, X Li, J Zhang - IEEE Transactions on Geoscience …, 2023 - ieeexplore.ieee.org
Cloud image sequence extrapolation plays an important role in ground-based remote
sensing observation because allows the observation range to be extended in the …

Particle Swarm Optimization Method for Stand-Alone Photovoltaic System Reliability and Cost Evaluation Based on Monte Carlo Simulation

E Quiles-Cucarella, A Marquina-Tajuelo… - Applied Sciences, 2023 - mdpi.com
In rural regions with limited access to the power grid, self-reliance for electricity generation is
paramount. This study focuses on enhancing the design of stand-alone photovoltaic …

Global horizontal irradiance modeling from sky images using ResNet architectures

IM Insaf, H Wickramathilaka… - 2021 IEEE 16th …, 2021 - ieeexplore.ieee.org
Large scale integration of photovoltaic (PV) energy into power grids has seen an expressive
growth. But PV power output variability hinders the large scale deployment of PV. Images …

A method of ground-based cloud motion predict: CCLSTM+ SR-Net

Z Lu, Z Wang, X Li, J Zhang - Remote Sensing, 2021 - mdpi.com
Ground-based cloud images can provide information on weather and cloud conditions,
which play an important role in cloud cover monitoring and photovoltaic power generation …

Phase correlation on the edge for estimating cloud motion

BA Raut, S Collis, N Ferrier, P Muradyan… - Atmospheric …, 2022 - amt.copernicus.org
Phase Correlation (PC) is a well-known method for estimating cloud motion vectors (CMV)
from infrared and visible spectrum images. Commonly phase-shift is computed in the small …

A Multi-scale Spatiotemporal Attention Network for Ground-Based Remote Sensing Cloud Image Sequence Prediction

F Zhang, Y Cheng, Q Hua, C Dong… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Ground-based cloud image sequence prediction provides valuable insights into cloud
motion and meteorological conditions, which are essential for photovoltaic power generation …

Design, implementation, and testing of a system for calibrating solar energy measuring devices

S Reda, S Faramawy - Measurement Science and Technology, 2024 - iopscience.iop.org
According to ISO 9847, the indoor calibration of pyranometers is based on the use of light
filament sources such metal halide and tungsten lamps that are similar to the sun spectrum …

Solar irradiance estimation based on image analysis

NE Herrera-Carrillo, M Rivero… - … Autumn Meeting on …, 2018 - ieeexplore.ieee.org
In order to effectively integrate large scale PV Systems into electric power systems, there is a
need to cope with the intermittency in PV generation due to the fluctuating nature of the solar …