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Journal Articles

Modeling and Prediction of Gearbox Faults With Data-Mining Algorithms

Anoop Verma, Zijun Zhang, Andrew Kusiak
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research-Article
J. Sol. Energy Eng. August 2013, 135(3): 031007.
Paper No: SOL-12-1023
https://doi.org/10.1115/1.4023516
Published Online: March 26, 2013
View Article titled, Modeling and Prediction of Gearbox Faults With Data-Mining Algorithms
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Topics: Algorithms, Data mining, Gears, Mechanical drives, Sensors, Vibration, Artificial neural networks, Wind turbines
Journal Articles

Fault Monitoring of Wind Turbine Generator Brushes: A Data-Mining Approach

Anoop Verma, Andrew Kusiak
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. May 2012, 134(2): 021001.
https://doi.org/10.1115/1.4005624
Published Online: February 27, 2012
View Article titled, Fault Monitoring of Wind Turbine Generator Brushes: A Data-Mining Approach
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Topics: Algorithms, Data mining, Generators, Wind turbines, Turbines, Maintenance
Journal Articles

Monitoring Wind Turbine Vibration Based on SCADA Data

Zijun Zhang, Andrew Kusiak
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. May 2012, 134(2): 021004.
https://doi.org/10.1115/1.4005753
Published Online: February 27, 2012
View Article titled, Monitoring Wind Turbine Vibration Based on SCADA Data
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Topics: Algorithms, Quality control charts, Sensors, Turbines, Vibration, Wind turbines, Wind velocity, Data mining
Journal Articles

Prediction of Status Patterns of Wind Turbines: A Data-Mining Approach

Andrew Kusiak, Anoop Verma
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. February 2011, 133(1): 011008.
https://doi.org/10.1115/1.4003188
Published Online: January 28, 2011
View Article titled, Prediction of Status Patterns of Wind Turbines: A Data-Mining Approach
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Topics: Algorithms, Data mining, Mining, Turbines, Wind turbines
Journal Articles

Prediction of Wind Farm Power Ramp Rates: A Data-Mining Approach

Haiyang Zheng, Andrew Kusiak
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. August 2009, 131(3): 031011.
https://doi.org/10.1115/1.3142727
Published Online: July 9, 2009
View Article titled, Prediction of Wind Farm Power Ramp Rates: A Data-Mining Approach
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Topics: Algorithms, Data mining, Support vector machines, Time series, Wind farms
Journal Articles

Analyzing Solar Power Plant Performance Through Data Mining

Henryk Maciejewski, Loreto Valenzuela, Manuel Berenguel, Jesús Fernández-Reche, Konrad Adamus, Michal Jarnicki
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Sol. Energy Eng. November 2008, 130(4): 044503.
https://doi.org/10.1115/1.2969817
Published Online: September 9, 2008
View Article titled, Analyzing Solar Power Plant Performance Through Data Mining
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Topics: Data mining, Solar energy, Solar power stations, Steam, Principal component analysis