Review of photovoltaic power forecasting
Variability of solar resource poses difficulties in grid management as solar penetration rates
rise continuously. Thus, the task of solar power forecasting becomes crucial to ensure grid …
rise continuously. Thus, the task of solar power forecasting becomes crucial to ensure grid …
Very short-term photovoltaic power forecasting with cloud modeling: A review
F Barbieri, S Rajakaruna, A Ghosh - Renewable and Sustainable Energy …, 2017 - Elsevier
This paper endeavors to provide the reader with an overview of the various tools needed to
forecast photovoltaic (PV) power within a very short-term horizon. The study focuses on the …
forecast photovoltaic (PV) power within a very short-term horizon. The study focuses on the …
Accurate photovoltaic power forecasting models using deep LSTM-RNN
M Abdel-Nasser, K Mahmoud - Neural computing and applications, 2019 - Springer
Photovoltaic (PV) is one of the most promising renewable energy sources. To ensure secure
operation and economic integration of PV in smart grids, accurate forecasting of PV power is …
operation and economic integration of PV in smart grids, accurate forecasting of PV power is …
[HTML][HTML] Using artificial intelligence to improve real-time decision-making for high-impact weather
Using Artificial Intelligence to Improve Real-Time Decision-Making for High-Impact Weather
in: Bulletin of the American Meteorological Society Volume 98 Issue 10 (2017) Jump to …
in: Bulletin of the American Meteorological Society Volume 98 Issue 10 (2017) Jump to …
Photovoltaic power forecasting based on GA improved Bi-LSTM in microgrid without meteorological information
Due to flexible and clean nature, distributed photovoltaic (PV) power plants in micro-grid are
essential for solving energy and environmental problems. However, because of the high …
essential for solving energy and environmental problems. However, because of the high …
Distribution voltage regulation through active power curtailment with PV inverters and solar generation forecasts
Distribution voltage profiles are subjected to overvoltage limit violations from high
penetration of grid-connected photovoltaic (PV) systems. Such voltage rises seen at the …
penetration of grid-connected photovoltaic (PV) systems. Such voltage rises seen at the …
Short-term reforecasting of power output from a 48 MWe solar PV plant
A smart, real-time reforecast method is applied to the intra-hour prediction of power
generated by a 48 MWe photovoltaic (PV) plant. This reforecasting method is developed …
generated by a 48 MWe photovoltaic (PV) plant. This reforecasting method is developed …
Designing solar power generation output forecasting methods using time series algorithms
The present photovoltaic (PV) power generation systems are globally facing the irregularity
problem in the distribution of PV generation. In particular, the exact PV power forecasting is …
problem in the distribution of PV generation. In particular, the exact PV power forecasting is …
Towards a smart energy network: The roles of fuel/electrolysis cells and technological perspectives
The current carbon-based energy system is undergoing a profound change driven by the
increased concerns over the longevity and security of energy supply, as well as energy …
increased concerns over the longevity and security of energy supply, as well as energy …
Net load forecasting for high renewable energy penetration grids
A Kaur, L Nonnenmacher, CFM Coimbra - Energy, 2016 - Elsevier
We discuss methods for net load forecasting and their significance for operation and
management of power grids with high renewable energy penetration. Net load forecasting is …
management of power grids with high renewable energy penetration. Net load forecasting is …