Wind Power Curve Modeling With Large-Scale Generalized Kernel-Based Regression Model

Improving Site-Dependent Wind Turbine Performance Prediction Accuracy Using Machine Learning

(2022) Sarah Barber et al.   ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B-Mechanical Engineering

The Temporal Overfitting Problem with Applications in Wind Power Curve Modeling

(2022) Abhinav Prakash et al.   TECHNOMETRICS

Yaw-adjusted wind power curve modeling: A local regression approach

(2022) Praanjal Nasery et al.   RENEWABLE ENERGY

Accounting for Environmental Conditions in Data-Driven Wind Turbine Power Models

(2022) Ravi Pandit et al.   IEEE Transactions on Sustainable Energy

Quantile based probabilistic wind turbine power curve model

(2021) Keyi Xu et al.   APPLIED ENERGY

Wind turbine power curve modeling using an asymmetric error characteristic-based loss function and a hybrid intelligent optimizer

(2021) Runmin Zou et al.   APPLIED ENERGY

Wind Power Curve Modeling With Hybrid Copula and Grey Wolf Optimization

(2021) Danxiang Wei et al.   IEEE Transactions on Sustainable Energy

Method for Cleaning Abnormal Data of Wind Turbine Power Curve Based on Density Clustering and Boundary Extraction

(2021) Zhihong Luo et al.   IEEE Transactions on Sustainable Energy

Wind Turbine Power Curve Monitoring Based on Environmental and Operational Data

(2021) Silvia Cascianelli et al.   IEEE Transactions on Industrial Informatics

Wind turbine power curve modeling using radial basis function neural networks and tabu search

(2020) Despina Karamichailidou et al.   RENEWABLE ENERGY

Sparse Heteroscedastic Multiple Spline Regression Models for Wind Turbine Power Curve Modeling

(2020) Yun Wang et al.   IEEE Transactions on Sustainable Energy

SCADA Data-Based Support Vector Machine Wind Turbine Power Curve Uncertainty Estimation and Its Comparative Studies

(2020) Ravi Pandit et al.   Applied Sciences-Basel

Toward hybrid approaches for wind turbine power curve modeling with balanced loss functions and local weighting schemes

(2020) Mehrdad Mehrjoo et al.   ENERGY

Wind Power Curve Data Cleaning by Image Thresholding Based on Class Uncertainty and Shape Dissimilarity

(2020) Guoyuan Liang et al.   IEEE Transactions on Sustainable Energy

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

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

Wind Turbine Power Curve Modeling with a Hybrid Machine Learning Technique

(2019) Shenglei Pei et al.   Applied Sciences-Basel

Approaches to wind power curve modeling: A review and discussion

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

Image-Based Abnormal Data Detection and Cleaning Algorithm via Wind Power Curve

(2019) Huan Long et al.   IEEE Transactions on Sustainable Energy

Wind Power Curve Modeling With Asymmetric Error Distribution

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

Comparison of logistic functions for modeling wind turbine power curves

(2018) Daniel Villanueva et al.   ELECTRIC POWER SYSTEMS RESEARCH

Implementation of novel hybrid approaches for power curve modeling of wind turbines

(2018) Mehmet Yesilbudak   ENERGY CONVERSION AND MANAGEMENT

Robust principal component analysis via optimal mean by joint ℓ 2,1 and Schatten p -norms minimization

(2018) Xiaoshuang Shi et al.   NEUROCOMPUTING

Wind Power Curve Modeling and Wind Power Forecasting with Inconsistent Data

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

Data-Driven Correction Approach to Refine Power Curve of Wind Farm Under Wind Curtailment

(2018) Yongning Zhao 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

Wind Turbine Power Curve Modeling and Monitoring With Gaussian Process and SPRT

(2018) Peng Guo et al.   IEEE Transactions on Sustainable Energy

Development of an enhanced parametric model for wind turbine power curve

(2016) Ehsan Taslimi-Renani et al.   APPLIED ENERGY

Robust Low-Rank Matrix Factorization Under General Mixture Noise Distributions

(2016) Xiangyong Cao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A review of Nyström methods for large-scale machine learning

(2015) Shiliang Sun et al.   Information Fusion

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

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

A kernel plus method for quantifying wind turbine performance upgrades

(2014) Giwhyun Lee et al.   WIND ENERGY

A new approach to very short term wind speed prediction using k-nearest neighbor classification

(2013) Mehmet Yesilbudak et al.   ENERGY CONVERSION AND MANAGEMENT

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 Data-Mining Approaches for Wind Turbine Power Curve Monitoring: A Comparative Study

(2013) Meik Schlechtingen 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

Time Adaptive Conditional Kernel Density Estimation for Wind Power Forecasting

(2012) Ricardo J. Bessa et al.   IEEE Transactions on Sustainable Energy

The wind power of Mexico

(2010) Q. Hernández-Escobedo et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

L1-Norm Quantile Regression

(2008) Youjuan Li et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS