Conditional Variational Autoencoder Informed Probabilistic Wind Power Curve Modeling

A holistic robust method for optimizing multi-timescale operations of a wind farm with energy storages

(2022) Bingying Zhang et al.   Journal of Cleaner Production

Quantile based probabilistic wind turbine power curve model

(2021) Keyi Xu et al.   APPLIED ENERGY

A novel probabilistic wind speed prediction approach using real time refined variational model decomposition and conditional kernel density estimation

(2019) Yan Jiang et al.   ENERGY CONVERSION AND MANAGEMENT

Probabilistic modelling of wind turbine power curves with application of heteroscedastic Gaussian Process regression

(2019) T.J. Rogers et al.   RENEWABLE ENERGY

Approaches to wind power curve modeling: A review and discussion

(2019) Yun Wang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Wind turbine power curve modeling for reliable power prediction using monotonic regression

(2019) Mehrdad Mehrjoo et al.   RENEWABLE ENERGY

Wind Power Curve Modeling With Asymmetric Error Distribution

(2019) Yun Wang et al.   IEEE Transactions on Sustainable Energy

Estimation of wind speed probability distribution and wind energy potential using adaptive neuro-fuzzy methodology

(2018) Aamer Bilal Asghar et al.   NEUROCOMPUTING

Wind turbine power curve modeling based on Gaussian Processes and Artificial Neural Networks

(2018) Bartolomé Manobel et al.   RENEWABLE ENERGY

Wind Power Curve Modeling and Wind Power Forecasting with Inconsistent Data

(2018) Yun Wang et al.   IEEE Transactions on Sustainable Energy

Adaptive Confidence Boundary Modeling of Wind Turbine Power Curve using SCADA Data and Its Application

(2018)   IEEE Transactions on Sustainable Energy

Data-driven multivariate power curve modeling of offshore wind turbines

(2016) Olivier Janssens et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Analysis and application of forecasting models in wind power integration: A review of multi-step-ahead wind speed forecasting models

(2016) Jianzhou Wang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Power Curve Estimation With Multivariate Environmental Factors for Inland and Offshore Wind Farms

(2015) Giwhyun Lee et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Review on probabilistic forecasting of wind power generation

(2014) Yao Zhang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Wind Turbine Power Curve Modeling Using Advanced Parametric and Nonparametric Methods

(2014) Shahab Shokrzadeh et al.   IEEE Transactions on Sustainable Energy

Particle swarm optimization for construction of neural network-based prediction intervals

(2013) Hao Quan et al.   NEUROCOMPUTING

A comprehensive review on wind turbine power curve modeling techniques

(2013) M. Lydia et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Advanced Algorithms for Wind Turbine Power Curve Modeling

(2013) M. Lydia et al.   IEEE Transactions on Sustainable Energy

Using Conditional Kernel Density Estimation for Wind Power Density Forecasting

(2012) Jooyoung Jeon et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Features and performance of some outlier detection methods

(2011) G. Barbato et al.   JOURNAL OF APPLIED STATISTICS

Accounting for the speed shear in wind turbine power performance measurement

(2011) R. Wagner et al.   WIND ENERGY

Lower Upper Bound Estimation Method for Construction of Neural Network-Based Prediction Intervals

(2010) A Khosravi et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Conditional Prediction Intervals of Wind Power Generation

(2010) Pierre Pinson et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

On-line monitoring of power curves

(2008) Andrew Kusiak et al.   RENEWABLE ENERGY