Deep learning in smart grid technology: A review of recent advancements and future prospects

M Massaoudi, H Abu-Rub, SS Refaat, I Chihi… - IEEE …, 2021 - ieeexplore.ieee.org
The current electric power system witnesses a significant transition into Smart Grids (SG) as
a promising landscape for high grid reliability and efficient energy management. This …

An overview of deterministic and probabilistic forecasting methods of wind energy

Y **e, C Li, M Li, F Liu, M Taukenova - Iscience, 2023 - cell.com
In recent years, a variety of wind forecasting models have been developed, prompting
necessity to review the abundant methods to gain insights of the state-of-the-art …

Global offshore wind turbine dataset

T Zhang, B Tian, D Sengupta, L Zhang, Y Si - Scientific Data, 2021 - nature.com
Offshore wind farms are widely adopted by coastal countries to obtain clean and green
energy; their environmental impact has gained an increasing amount of attention. Although …

Harmonised global datasets of wind and solar farm locations and power

S Dunnett, A Sorichetta, G Taylor, F Eigenbrod - Scientific data, 2020 - nature.com
Energy systems need decarbonisation in order to limit global warming to within safe limits.
While global land planners are promising more of the planet's limited space to wind and …

A database of hourly wind speed and modeled generation for US wind plants based on three meteorological models

D Millstein, S Jeong, A Ancell, R Wiser - Scientific Data, 2023 - nature.com
In 2022, wind generation accounted for~ 10% of total electricity generation in the United
States. As wind energy accounts for a greater portion of total energy, understanding …

Effects of land-based wind turbine upsizing on community sound levels and power and energy density

B Hoen, R Darlow, R Haac, J Rand, K Kaliski - Applied Energy, 2023 - Elsevier
Multiple technological, social, and market factors of wind power are evolving rapidly. Most
notably, significant wind turbine scaling is occurring and is forecasted to continue. While the …

Wind plants can impact long-term local atmospheric conditions

N Bodini, JK Lundquist, P Moriarty - Scientific reports, 2021 - nature.com
Long-term weather and climate observatories can be affected by the changing environments
in their vicinity, such as the growth of urban areas or changing vegetation. Wind plants can …

Solar and wind grid system value in the United States: The effect of transmission congestion, generation profiles, and curtailment

D Millstein, R Wiser, AD Mills, M Bolinger, J Seel… - Joule, 2021 - cell.com
The value of electricity generated from wind and solar sources declines as supply increases.
This decline in value has varied over time and across regions, indicating that strategies to …

Land Resources for Wind Energy Development Requires Regionalized Characterizations

T Dai, JM Jose Valanarasu, Y Zhao… - Environmental …, 2024 - ACS Publications
Estimates of the land area occupied by wind energy differ by orders of magnitude due to
data scarcity and inconsistent methodology. We developed a method that combines …

Distributional equity in the employment and wage impacts of energy transitions

B Gilbert, B Hoen, H Gagarin - Journal of the Association of …, 2024 - journals.uchicago.edu
We use restricted-access, geocoded data on the near-universe of workers in 23 US states to
quantify the impact of wind energy development on local earnings and employment, by race …