4.6 Article

Wind Turbine Power Curve Modeling with a Hybrid Machine Learning Technique

Related references

Note: Only part of the references are listed.
Article Green & Sustainable Science & Technology

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

T. J. Rogers et al.

RENEWABLE ENERGY (2020)

Article Green & Sustainable Science & Technology

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

Mehrdad Mehrjoo et al.

RENEWABLE ENERGY (2020)

Article Green & Sustainable Science & Technology

Wind Power Curve Modeling With Asymmetric Error Distribution

Yun Wang et al.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2020)

Article Green & Sustainable Science & Technology

A Combined Algorithm for Cleaning Abnormal Data of Wind Turbine Power Curve Based on Change Point Grouping Algorithm and Quartile Algorithm

Xiaojun Shen et al.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2019)

Article Green & Sustainable Science & Technology

Wind Power Curve Modeling and Wind Power Forecasting With Inconsistent Data

Yun Wang et al.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2019)

Article Green & Sustainable Science & Technology

Wind turbine power curve modeling using maximum likelihood estimation method

Seokho Seo et al.

RENEWABLE ENERGY (2019)

Article Thermodynamics

A novel system based on neural networks with linear combination framework for wind speed forecasting

Jianzhou Wang et al.

ENERGY CONVERSION AND MANAGEMENT (2019)

Review Green & Sustainable Science & Technology

Approaches to wind power curve modeling: A review and discussion

Yun Wang et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2019)

Article Engineering, Electrical & Electronic

Comparison of logistic functions for modeling wind turbine power curves

Daniel Villanueva et al.

ELECTRIC POWER SYSTEMS RESEARCH (2018)

Article Thermodynamics

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

Mehmet Yesilbudak

ENERGY CONVERSION AND MANAGEMENT (2018)

Article Green & Sustainable Science & Technology

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

Yongning Zhao et al.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2018)

Article Green & Sustainable Science & Technology

Modeling wind-turbine power curve: A data partitioning and mining approach

Tinghui Ouyang et al.

RENEWABLE ENERGY (2017)

Article Energy & Fuels

Development of an enhanced parametric model for wind turbine power curve

Ehsan Taslimi-Renani et al.

APPLIED ENERGY (2016)

Review Green & Sustainable Science & Technology

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

Jianzhou Wang et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2016)

Article Computer Science, Artificial Intelligence

A comparative analysis of wind speed probability distributions for wind power assessment of four sites

Vaishali Sohoni et al.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES (2016)

Article Computer Science, Artificial Intelligence

Outlier-robust extreme learning machine for regression problems

Kai Zhang et al.

NEUROCOMPUTING (2015)

Article Green & Sustainable Science & Technology

Raw Wind Data Preprocessing: A Data-Mining Approach

Le Zheng et al.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2015)

Article Energy & Fuels

Development of a Novel Power Curve Monitoring Method for Wind Turbines and Its Field Tests

Joon-Young Park et al.

IEEE TRANSACTIONS ON ENERGY CONVERSION (2014)

Article Computer Science, Artificial Intelligence

Fuzzy time series forecasting with a novel hybrid approach combining fuzzy c-means and neural networks

Erol Egrioglu et al.

EXPERT SYSTEMS WITH APPLICATIONS (2013)

Review Green & Sustainable Science & Technology

Review of power curve modelling for wind turbines

C. Carrillo et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2013)

Article Green & Sustainable Science & Technology

Advanced Algorithms for Wind Turbine Power Curve Modeling

M. Lydia et al.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2013)

Article Green & Sustainable Science & Technology

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

Meik Schlechtingen et al.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2013)

Article Energy & Fuels

Monitoring of wind farms' power curves using machine learning techniques

Antonino Marvuglia et al.

APPLIED ENERGY (2012)

Article Engineering, Electrical & Electronic

A Copula Model of Wind Turbine Performance

Bruce Stephen et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2011)

Review Green & Sustainable Science & Technology

The wind power of Mexico

Q. Hernandez-Escobedo et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2010)

Article Thermodynamics

Robust filtering for the characterization of wind turbines: Improving its operation and maintenance

E. Sainz et al.

ENERGY CONVERSION AND MANAGEMENT (2009)

Article Green & Sustainable Science & Technology

On-line monitoring of power curves

Andrew Kusiak et al.

RENEWABLE ENERGY (2009)

Article Engineering, Civil

Wind turbine power curve estimation based on cluster center fuzzy logic modeling

Taner Uestuentas et al.

JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS (2008)

Article Computer Science, Artificial Intelligence

Weighted least squares support vector machines: robustness and sparse approximation

JAK Suykens et al.

NEUROCOMPUTING (2002)