Auteur Kusiak, A.
Documents disponibles écrits par cet auteur (3)
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Article : texte imprimé
Kusiak, A., Auteur ; Zhe, Song, Auteur |In this paper, two optimization models for improvement of the boiler-turbine system performance are formulated. The models are constructed using a data-mining approach. Historical process data is clustered and the discovered patterns are selecte[...]
Article : texte imprimé
Kusiak, A., Auteur ; Zijun Zhang, Auteur |This paper discusses short-horizon prediction of wind speed and power using wind turbine data collected at 10 s intervals. A time-series model approach to examine wind behavior is studied. Both exponential smoothing and data-driven models are de[...]
Article : texte imprimé
Kusiak, A., Auteur ; Haiyang, Zheng, Auteur ; Zhe, Song, Auteur |This paper examines time series models for predicting the power of a wind farm at different time scales, i.e., 10-min and hour-long intervals. The time series models are built with data mining algorithms. Five different data mining algorithms ha[...]
