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 …
Forecasting of photovoltaic power generation and model optimization: A review
To mitigate the impact of climate change and global warming, the use of renewable energies
is increasing day by day significantly. A considerable amount of electricity is generated from …
is increasing day by day significantly. A considerable amount of electricity is generated from …
Photovoltaic and solar power forecasting for smart grid energy management
Due to the challenge of climate and energy crisis, renewable energy generation including
solar generation has experienced significant growth. Increasingly high penetration level of …
solar generation has experienced significant growth. Increasingly high penetration level of …
A simplified LSTM neural networks for one day-ahead solar power forecasting
CH Liu, JC Gu, MT Yang - Ieee Access, 2021 - ieeexplore.ieee.org
In recent years, exploration and exploitation of renewable energies are turning a new
chapter toward the development of energy policy, technology and business ecosystem in all …
chapter toward the development of energy policy, technology and business ecosystem in all …
An improved photovoltaic power forecasting model with the assistance of aerosol index data
J Liu, W Fang, X Zhang, C Yang - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Due to the intermittency and randomness of solar photovoltaic (PV) power, it is difficult for
system operators to dispatch PV power stations. In order to find a precise expectation for day …
system operators to dispatch PV power stations. In order to find a precise expectation for day …
[HTML][HTML] Solar photovoltaic power forecasting using optimized modified extreme learning machine technique
Prediction of photovoltaic power is a significant research area using different forecasting
techniques mitigating the effects of the uncertainty of the photovoltaic generation …
techniques mitigating the effects of the uncertainty of the photovoltaic generation …
Day-ahead hourly forecasting of power generation from photovoltaic plants
The ability to accurately forecast power generation from renewable sources is nowadays
recognized as a fundamental skill to improve the operation of power systems. Despite the …
recognized as a fundamental skill to improve the operation of power systems. Despite the …
Global solar radiation prediction by ANN integrated with European Centre for medium range weather forecast fields in solar rich cities of Queensland Australia
To support alternative forms of energy resources, the prediction of global incident solar
radiation (I rad) is critical to establish the efficacy of solar energy resources as a free and …
radiation (I rad) is critical to establish the efficacy of solar energy resources as a free and …
A solar time based analog ensemble method for regional solar power forecasting
This paper presents a new analog ensemble method for day-ahead regional photovoltaic
(PV) power forecasting with hourly resolution. By utilizing open weather forecast and power …
(PV) power forecasting with hourly resolution. By utilizing open weather forecast and power …
Investigation of wind speed cooling effect on PV panels in windy locations
Environmental concerns have considerably increased the penetration of renewable energy
sources in the electricity grid. Especially, the quick rise of photovoltaic (PV) installations …
sources in the electricity grid. Especially, the quick rise of photovoltaic (PV) installations …