Solar photovoltaic power forecasting: A review

KJ Iheanetu - Sustainability, 2022 - mdpi.com
The recent global warming effect has brought into focus different solutions for combating
climate change. The generation of climate-friendly renewable energy alternatives has been …

A review of behind-the-meter solar forecasting

BC Erdener, C Feng, K Doubleday, A Florita… - … and Sustainable Energy …, 2022 - Elsevier
Solar photovoltaic systems largely integrated within the distribution grid are operated
'behind-the-meter'and power generation cannot be directly monitored by most utilities. The …

Short-term photovoltaic power generation forecasting based on random forest feature selection and CEEMD: A case study

D Niu, K Wang, L Sun, J Wu, X Xu - Applied soft computing, 2020 - Elsevier
To mitigate solar curtailment caused by large-scale development of photovoltaic (PV) power
generation, accurate forecasting of PV power generation is important. A hybrid forecasting …

Power prediction of a wind farm cluster based on spatiotemporal correlations

J Zhang, D Liu, Z Li, X Han, H Liu, C Dong, J Wang… - Applied Energy, 2021 - Elsevier
Accurate power prediction of wind farm clusters is important for safe and economic operation
of power systems with high wind power penetration. Current superposition and statistical …

Dynamic directed graph convolution network based ultra‐short‐term forecasting method of distributed photovoltaic power to enhance the resilience and flexibility of …

Y Wang, W Fu, X Zhang, Z Zhen… - IET Generation …, 2024 - Wiley Online Library
Accurately forecasting regional distributed photovoltaic (DPV) power is crucial in mitigating
the negative impact of high DPV penetration on the reliability and resilience of the …

[HTML][HTML] Progress in regional PV power forecasting: A sensitivity analysis on the Italian case study

M Pierro, D Gentili, FR Liolli, C Cornaro, D Moser… - Renewable Energy, 2022 - Elsevier
The increasing penetration of PV generation, driven by climate strategies and objectives,
calls for accurate production forecasting to mitigate the negative effects associated with …

Data-driven upscaling methods for regional photovoltaic power estimation and forecast using satellite and numerical weather prediction data

M Pierro, M De Felice, E Maggioni, D Moser, A Perotto… - Solar Energy, 2017 - Elsevier
The growing photovoltaic generation results in a stochastic variability of the electric demand
that could compromise the stability of the grid, increase the amount of energy reserve and …

Privacy-preserving federated learning: Application to behind-the-meter solar photovoltaic generation forecasting

P Hosseini, S Taheri, J Akhavan, A Razban - Energy Conversion and …, 2023 - Elsevier
The growing usage of decentralized renewable energy sources has made accurate
estimation of their aggregated generation crucial for maintaining grid flexibility and reliability …

Short-term Forecasting Approach Based on bidirectional long short-term memory and convolutional neural network for Regional Photovoltaic Power Plants

G Li, S Guo, X Li, C Cheng - Sustainable Energy, Grids and Networks, 2023 - Elsevier
Accurate photovoltaic (PV) generation output prediction is one of the effective ways to
ensure the safe operation of power grid, develop reasonable dispatching plan and improve …

A crowdsourced dataset of aerial images with annotated solar photovoltaic arrays and installation metadata

G Kasmi, YM Saint-Drenan, D Trebosc, R Jolivet… - Scientific Data, 2023 - nature.com
Photovoltaic (PV) energy generation plays a crucial role in the energy transition. Small-
scale, rooftop PV installations are deployed at an unprecedented pace, and their safe …