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 …
integration of wind power into the power system. Accurate forecasting of wind power …
A review of methodological approaches for the design and optimization of wind farms
This article presents a review of the state of the art of the Wind Farm Design and
Optimization (WFDO) problem. The WFDO problem refers to a set of advanced planning …
Optimization (WFDO) problem. The WFDO problem refers to a set of advanced planning …
A suite of metrics for assessing the performance of solar power forecasting
Forecasting solar energy generation is a challenging task because of the variety of solar
power systems and weather regimes encountered. Inaccurate forecasts can result in …
power systems and weather regimes encountered. Inaccurate forecasts can result in …
Optimizing the arrangement and the selection of turbines for wind farms subject to varying wind conditions
The development of large scale wind farms that can compete with conventional energy
resources presents significant challenges to today's wind energy industry. A powerful …
resources presents significant challenges to today's wind energy industry. A powerful …
A multivariate and multimodal wind distribution model
This paper presents a new methodology to accurately characterize and predict the annual
variation of wind conditions. The estimate of the distribution of wind conditions is necessary …
variation of wind conditions. The estimate of the distribution of wind conditions is necessary …
A system-level cost-of-energy wind farm layout optimization with landowner modeling
L Chen, E MacDonald - Energy Conversion and Management, 2014 - Elsevier
This work applies an enhanced levelized wind farm cost model, including landowner
remittance fees, to determine optimal turbine placements under three landowner …
remittance fees, to determine optimal turbine placements under three landowner …
Metrics for evaluating the accuracy of solar power forecasting
Forecasting solar energy generation is a challenging task due to the variety of solar power
systems and weather regimes encountered. Forecast inaccuracies can result in substantial …
systems and weather regimes encountered. Forecast inaccuracies can result in substantial …
GMM-HMM-based medium-and long-term multi-wind farm correlated power output time series generation method
Medium-and long-term wind power output time series are required in stochastic
programming model for power system planning. Hidden Markov model (HMM) is a common …
programming model for power system planning. Hidden Markov model (HMM) is a common …
In search of flexible and robust wind farm layouts considering wind state uncertainty
Variations in wind states are generally ignored while designing the wind farm layouts. As a
result, given the highly uncertain nature of wind the ability of the wind farms to produce …
result, given the highly uncertain nature of wind the ability of the wind farms to produce …
Considering landowner participation in wind farm layout optimization
L Chen, E MacDonald - 2012 - asmedigitalcollection.asme.org
Current wind farm layout optimization research assumes a continuous piece of land is
readily available and focuses on advancing optimization methods. In reality, projects rely on …
readily available and focuses on advancing optimization methods. In reality, projects rely on …