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 …

A review of methodological approaches for the design and optimization of wind farms

JF Herbert-Acero, O Probst, PE Réthoré, GC Larsen… - Energies, 2014 - mdpi.com
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 …

A suite of metrics for assessing the performance of solar power forecasting

J Zhang, A Florita, BM Hodge, S Lu, HF Hamann… - Solar Energy, 2015 - Elsevier
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 …

Optimizing the arrangement and the selection of turbines for wind farms subject to varying wind conditions

S Chowdhury, J Zhang, A Messac, L Castillo - Renewable Energy, 2013 - Elsevier
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 …

A multivariate and multimodal wind distribution model

J Zhang, S Chowdhury, A Messac, L Castillo - Renewable Energy, 2013 - Elsevier
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 …

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 …

Metrics for evaluating the accuracy of solar power forecasting

J Zhang, BM Hodge, A Florita, S Lu, HF Hamann… - 2013 - osti.gov
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 …

GMM-HMM-based medium-and long-term multi-wind farm correlated power output time series generation method

Y Li, B Hu, T Niu, S Gao, J Yan, K Xie, Z Ren - IEEE Access, 2021 - ieeexplore.ieee.org
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 …

In search of flexible and robust wind farm layouts considering wind state uncertainty

P Mittal, K Mitra - Journal of Cleaner Production, 2020 - Elsevier
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 …

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 …