Auteur Andrew Kusiak
Documents disponibles écrits par cet auteur (5)
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Andrew Kusiak, Auteur ; Zijun Zhang, Auteur |Vibrations of a wind turbine have a negative impact on its performance. Mitigating this undesirable impact requires knowledge of the relationship between the vibrations and other wind turbine parameters that could be potentially modified. Three [...]
Article : texte imprimé
Andrew Kusiak, Auteur ; Zhe, Song, Auteur ; Haiyang, Zheng, Auteur |The concept of anticipatory control applied to wind turbines is presented. Anticipatory control is based on the model predictive control (MPC) approach. Unlike the MPC method, noncontrollable variables (such as wind speed) are directly considere[...]
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Anoop Verma, Auteur ; Andrew Kusiak, Auteur |Components of wind turbines are subjected to asymmetric loads caused by variable wind conditions. Carbon brushes are critical components of the wind turbine generator. Adequately maintaining and detecting abnormalities in the carbon brushes earl[...]
Article : texte imprimé
Zijun Zhang, Auteur ; Andrew Kusiak, Auteur |Three models for detecting abnormalities of wind turbine vibrations reflected in time domain are discussed. The models were derived from the supervisory control and data acquisition (SCADA) data collected at various wind turbines. The vibration [...]
Article : texte imprimé
Andrew Kusiak, Auteur ; Wenyan, Li, Auteur |In this paper, a data-driven methodology for the development of virtual models of a wind turbine is presented. To demonstrate the proposed methodology, two parameters of the wind turbine have been selected for modeling, namely, power output and [...]
