A review of solar forecasting, its dependence on atmospheric sciences and implications for grid integration: Towards carbon neutrality
The ability to forecast solar irradiance plays an indispensable role in solar power
forecasting, which constitutes an essential step in planning and operating power systems …
forecasting, which constitutes an essential step in planning and operating power systems …
Smart grid architecture model for control, optimization and data analytics of future power networks with more renewable energy
This paper describes a generic methodology to develop mathematical and computational
models of different components of the smart grid architecture model (SGAM). The SGAM …
models of different components of the smart grid architecture model (SGAM). The SGAM …
Probabilistic forecasting of wind power generation using extreme learning machine
Accurate and reliable forecast of wind power is essential to power system operation and
control. However, due to the nonstationarity of wind power series, traditional point …
control. However, due to the nonstationarity of wind power series, traditional point …
Short-term load and wind power forecasting using neural network-based prediction intervals
H Quan, D Srinivasan… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Electrical power systems are evolving from today's centralized bulk systems to more
decentralized systems. Penetrations of renewable energies, such as wind and solar power …
decentralized systems. Penetrations of renewable energies, such as wind and solar power …
Decision making under uncertainty in energy systems: State of the art
The energy system studies include a wide range of issues from short term (eg real-time,
hourly, daily and weekly operating decisions) to long term horizons (eg planning or policy …
hourly, daily and weekly operating decisions) to long term horizons (eg planning or policy …
Review of economic dispatch in multi-area power system: State-of-the-art and future prospective
AB Kunya, AS Abubakar, SS Yusuf - Electric Power Systems Research, 2023 - Elsevier
Efficient and cost-effective coordination of online generation facilities is essential to the
reliable operation multi-area power system (PS) especially in a deregulated environment …
reliable operation multi-area power system (PS) especially in a deregulated environment …
Demand side management of photovoltaic-battery hybrid system
In the electricity market, customers have many choices to reduce electricity cost if they can
economically schedule their power consumption. Renewable hybrid system, which can …
economically schedule their power consumption. Renewable hybrid system, which can …
A concise overview on solar resource assessment and forecasting
China's recently announced directive on tackling climate change, namely, to reach carbon
peak by 2030 and to achieve carbon neutrality by 2060, has led to an unprecedented …
peak by 2030 and to achieve carbon neutrality by 2060, has led to an unprecedented …
Optimal prediction intervals of wind power generation
Accurate and reliable wind power forecasting is essential to power system operation. Given
significant uncertainties involved in wind generation, probabilistic interval forecasting …
significant uncertainties involved in wind generation, probabilistic interval forecasting …
Post-processing in solar forecasting: Ten overarching thinking tools
D Yang, D van der Meer - Renewable and Sustainable Energy Reviews, 2021 - Elsevier
Forecasts are always wrong, otherwise, they are merely deterministic calculations. Besides
leveraging advanced forecasting methods, post-processing has become a standard practice …
leveraging advanced forecasting methods, post-processing has become a standard practice …