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 …
climate change. The generation of climate-friendly renewable energy alternatives has been …
A review of behind-the-meter solar forecasting
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 …
'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 …
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 …
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 …
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
The increasing penetration of PV generation, driven by climate strategies and objectives,
calls for accurate production forecasting to mitigate the negative effects associated with …
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
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 …
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
The growing usage of decentralized renewable energy sources has made accurate
estimation of their aggregated generation crucial for maintaining grid flexibility and reliability …
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 …
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
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 …
scale, rooftop PV installations are deployed at an unprecedented pace, and their safe …