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Multivariate SCADA Data Analysis Methods for Real-World Wind Turbine Power Curve Monitoring

Energies (Basel), 2021-02, Vol.14 (4), p.1105

2021

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Discussion of Wind Turbine Performance Based on SCADA Data and Multiple Test Case Analysis

Energies (Basel), 2022-08, Vol.15 (15), p.5343

2022

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A Study of Wind Turbine Wakes in Complex Terrain Through RANS Simulation and SCADA Data

Journal of solar energy engineering, 2018-06, Vol.140 (3)

2018

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Discussion on the Suitability of SCADA-Based Condition Monitoring for Wind Turbine Fault Diagnosis through Temperature Data Analysis

Energies (Basel), 2023-01, Vol.16 (2), p.620

2023

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Wind Turbine Systematic Yaw Error: Operation Data Analysis Techniques for Detecting It and Assessing Its Performance Impact

Energies (Basel), 2020-05, Vol.13 (9), p.2351

2020

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Data-Driven Assessment of Wind Turbine Performance Decline with Age and Interpretation Based on Comparative Test Case Analysis

Sensors (Basel, Switzerland), 2022-04, Vol.22 (9), p.3180

2022

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Multivariate Data-Driven Models for Wind Turbine Power Curves including Sub-Component Temperatures

Energies (Basel), 2023-01, Vol.16 (1), p.165

2023

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Numerical and Experimental Methods for the Assessment of Wind Turbine Control Upgrades

Applied sciences, 2018-12, Vol.8 (12), p.2639

2018

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Wind Turbine Loads Induced by Terrain and Wakes: An Experimental Study through Vibration Analysis and Computational Fluid Dynamics

Energies (Basel), 2017-11, Vol.10 (11), p.1839

2017

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Wind Turbine Power Curve Upgrades

Energies (Basel), 2018, Vol.11 (5), p.1300

2018

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Analyzing wind turbine directional behavior: SCADA data mining techniques for efficiency and power assessment

Applied energy, 2017-01, Vol.185, p.1076-1086

2017

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Data-driven wind turbine aging models

Electric power systems research, 2021-12, Vol.201, p.107495, Article 107495

2021

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An Operation Data-Based Method for the Diagnosis of Zero-Point Shift of Wind Turbines Yaw Angle

Journal of solar energy engineering, 2020-04, Vol.142 (2)

2020

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Numerical modelling for wind farm operational assessment in complex terrain

Journal of wind engineering and industrial aerodynamics, 2015-12, Vol.147, p.320-329

2015

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Data-driven characterization of performance trends in ageing wind turbines

Journal of physics. Conference series, 2023-05, Vol.2507 (1), p.12019

2023

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Data mining techniques for performance analysis of onshore wind farms

Applied energy, 2015-06, Vol.148, p.220-233

2015

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Investigation of terrain and wake effects on the performance of wind farms in complex terrain using numerical and experimental data

Wind energy (Chichester, England), 2017-07, Vol.20 (7), p.1277-1289

2017

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A SCADA data mining method for precision assessment of performance enhancement from aerodynamic optimization of wind turbine blades

Journal of physics. Conference series, 2018-06, Vol.1037 (3), p.32001

2018

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SCADA data analysis for long-term wind turbine performance assessment: A case study

Sustainable energy technologies and assessments, 2022-08, Vol.52, p.102357, Article 102357

2022

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Wind turbine power curve upgrades: methods for the assessment and test cases study

Journal of physics. Conference series, 2020-01, Vol.1452 (1), p.12004

2020

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Definition and Interpretation of Wind Farm Efficiency in Complex Terrain: A Discussion

Journal of energy resources technology, 2019-05, Vol.141 (5)

2019

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Fault Diagnosis of Wind Turbine Gearboxes Through Temperature and Vibration Data

International journal of renewable energy research, 2017 (v7i2)

2017

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Diagnosis of wind turbine systematic yaw error through nacelle anemometer measurement analysis

Sustainable Energy, Grids and Networks, 2023-06, Vol.34, p.101071, Article 101071

2023

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About the Extension of Wind Turbine Power Curve in the High Wind Region

Journal of solar energy engineering, 2019-02, Vol.141 (1)

2019

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Innovative methods for wind turbine power curve upgrade assessment

Journal of physics. Conference series, 2018-10, Vol.1102 (1), p.12036

2018

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Multivariate SCADA Data Analysis Methods for Real-World Wind Turbine Power Curve Monitoring

Discussion of Wind Turbine Performance Based on SCADA Data and Multiple Test Case Analysis

A Study of Wind Turbine Wakes in Complex Terrain Through RANS Simulation and SCADA Data

Discussion on the Suitability of SCADA-Based Condition Monitoring for Wind Turbine Fault Diagnosis through Temperature Data Analysis

Wind Turbine Systematic Yaw Error: Operation Data Analysis Techniques for Detecting It and Assessing Its Performance Impact

Data-Driven Assessment of Wind Turbine Performance Decline with Age and Interpretation Based on Comparative Test Case Analysis

Multivariate Data-Driven Models for Wind Turbine Power Curves including Sub-Component Temperatures

Numerical and Experimental Methods for the Assessment of Wind Turbine Control Upgrades

Wind Turbine Loads Induced by Terrain and Wakes: An Experimental Study through Vibration Analysis and Computational Fluid Dynamics

Wind Turbine Power Curve Upgrades

Analyzing wind turbine directional behavior: SCADA data mining techniques for efficiency and power assessment

Data-driven wind turbine aging models

An Operation Data-Based Method for the Diagnosis of Zero-Point Shift of Wind Turbines Yaw Angle

Numerical modelling for wind farm operational assessment in complex terrain

Data-driven characterization of performance trends in ageing wind turbines

Data mining techniques for performance analysis of onshore wind farms

Investigation of terrain and wake effects on the performance of wind farms in complex terrain using numerical and experimental data

A SCADA data mining method for precision assessment of performance enhancement from aerodynamic optimization of wind turbine blades

SCADA data analysis for long-term wind turbine performance assessment: A case study

Wind turbine power curve upgrades: methods for the assessment and test cases study

Definition and Interpretation of Wind Farm Efficiency in Complex Terrain: A Discussion

Fault Diagnosis of Wind Turbine Gearboxes Through Temperature and Vibration Data

Diagnosis of wind turbine systematic yaw error through nacelle anemometer measurement analysis

About the Extension of Wind Turbine Power Curve in the High Wind Region

Innovative methods for wind turbine power curve upgrade assessment

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