Assessment of climate change impacts on the hydro-wind-solar energy supply system

Y Zhang, C Cheng, T Yang, X Jin, Z Jia, J Shen… - … and Sustainable Energy …, 2022 - Elsevier
Renewable energies such as hydro, wind, and solar power, are susceptible to the impacts of
climate change. Energy Impact Assessment models under climate change are useful tools …

Hierarchical stochastic scheduling of multi-community integrated energy systems in uncertain environments via Stackelberg game

Y Li, B Wang, Z Yang, J Li, C Chen - Applied Energy, 2022 - Elsevier
An operating entity utilizing community-integrated energy systems with a large number of
small-scale distributed energy sources can easily trade with existing distribution markets. To …

Privacy-preserving spatiotemporal scenario generation of renewable energies: A federated deep generative learning approach

Y Li, J Li, Y Wang - IEEE Transactions on Industrial Informatics, 2021 - ieeexplore.ieee.org
Scenario generation is a fundamental and crucial tool for decision-making in power systems
with high-penetration renewables. Based on big historical data, in this article, a novel …

Scenario generation of wind power based on statistical uncertainty and variability

XY Ma, YZ Sun, HL Fang - IEEE Transactions on Sustainable …, 2013 - ieeexplore.ieee.org
The short-term wind power scenarios have a significant impact on the operation cost and
power system reliability due to the stochastic generation scheduling of wind-integrated …

Data-driven correction approach to refine power curve of wind farm under wind curtailment

Y Zhao, L Ye, W Wang, H Sun, Y Ju… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Regardless of the rapid development of wind power capacity installation around the world,
wind curtailment is a severe problem to be solved. Wind curtailment can cause abundant …

Wind power ramp event forecasting using a stochastic scenario generation method

M Cui, D Ke, Y Sun, D Gan, J Zhang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Wind power ramp events (WPREs) have received increasing attention in recent years as
they have the potential to impact the reliability of power grid operations. In this paper, a …

Assessing wind speed simulation methods

A Feijóo, D Villanueva - Renewable and Sustainable Energy Reviews, 2016 - Elsevier
In this paper simulation methods of wind speed series at different locations are reviewed.
Over the last few decades wind farms (WF) have increasingly been introduced into electric …

Estimating wind speed probability distribution by diffusion-based kernel density method

X Xu, Z Yan, S Xu - Electric Power Systems Research, 2015 - Elsevier
Accurate estimation of wind speed probability distributions is a challenging task in wind
power planning and operation. Different from the commonly used parametric methods which …

A transfer learning-based scenario generation method for stochastic optimal scheduling of microgrid with newly-built wind farm

J Hu, H Li - Renewable Energy, 2022 - Elsevier
In the stochastic optimal scheduling of microgrid with multiple wind farms, the accurate
description of uncertainties is a critical issue. Scenario generation provides an effective way …

Comparison of logistic functions for modeling wind turbine power curves

D Villanueva, A Feijóo - Electric Power Systems Research, 2018 - Elsevier
In recent years logistic functions have been used to model wind turbine power curves.
Generally speaking, it can be said that the results provided by the logistic functions are good …