Review on probabilistic forecasting of wind power generation

Y Zhang, J Wang, X Wang - Renewable and Sustainable Energy Reviews, 2014 - Elsevier
The randomness and intermittence of wind resources is the biggest challenge in the
integration of wind power into the power system. Accurate forecasting of wind power …

State-of-the-art one-stop handbook on wind forecasting technologies: An overview of classifications, methodologies, and analysis

B Yang, L Zhong, J Wang, H Shu, X Zhang, T Yu… - Journal of Cleaner …, 2021 - Elsevier
Wind energy has the inherent nature of intermittence and randomness, such that its accurate
prediction is extremely critical to ensure safe and stable operation of power system with …

Review of wind power scenario generation methods for optimal operation of renewable energy systems

J Li, J Zhou, B Chen - Applied Energy, 2020 - Elsevier
Scenario generation is an effective method for addressing uncertainties in stochastic
programming for energy systems with integrated wind power. To comprehensively …

Handling renewable energy variability and uncertainty in power system operation

R Bessa, C Moreira, B Silva… - Advances in Energy …, 2019 - Wiley Online Library
Concerns about global warming, scarcity of fossil fuel reserves, and primary energy
independence of regions or countries have led to a dramatic increase of renewable energy …

Optimal scenario reduction framework based on distance of uncertainty distribution and output performance: I. Single reduction via mixed integer linear optimization

Z Li, CA Floudas - Computers & Chemical Engineering, 2014 - Elsevier
Realistic decision making involves consideration of uncertainty in various parameters. While
large number of scenarios brings significant challenge to computations, the scenario …

Optimal distribution systems operation in the presence of wind power by coordinating network reconfiguration and demand response

Z Li, S Wang, Y Zhou, W Liu, X Zheng - International Journal of Electrical …, 2020 - Elsevier
This paper discusses the optimal distribution system operation in the presence of wind
power by coordinating network reconfiguration and demand response method. Under the …

The impact of energy storage modeling in coordination with wind farm and thermal units on security and reliability in a stochastic unit commitment

M Vatanpour, AS Yazdankhah - Energy, 2018 - Elsevier
The environmental concerns and restrictions of fossil fuel resources have led to the
deployment of wind power installation. Due to the uncertain nature of wind speed, high …

Reactive power provision by the DSO to the TSO considering renewable energy sources uncertainty

T Soares, L Carvalho, H Morais, RJ Bessa… - … Energy, Grids and …, 2020 - Elsevier
The current coordination between the transmission system operator (TSO) and the
distribution system operator (DSO) is changing mainly due to the continuous integration of …

Optimal design of an electricity-intensive industrial facility subject to electricity price uncertainty: Stochastic optimization and scenario reduction

H Teichgraeber, AR Brandt - Chemical Engineering Research and Design, 2020 - Elsevier
When considering the design of electricity-intensive industrial processes, a challenge is that
future electricity prices are highly uncertain. Design decisions made before construction can …

Optimal scenario reduction framework based on distance of uncertainty distribution and output performance: II. Sequential reduction

Z Li, CA Floudas - Computers & Chemical Engineering, 2016 - Elsevier
In this paper, a novel sequential scenario reduction framework for general optimization
problem is proposed. The proposed method extends the previous work (Li and Floudas …