Bu çalışmada, monokristal, polikristal ve ince film fotovoltaik (FV) hücrelerin verim, sıcaklık ve güneş ışınımı etkileri açısından karşılaştırmalı olarak incelenmesi amaçlanmıştır. Bu kapsamda, seçilen ticari modüllere ait teknik parametreler kullanılarak MATLAB ortamında sıcaklık ve güneş ışınımının hücre verimi üzer...
This study proposes a Gaussian Process Regression (GPR) method for estimating the compressive strength of soil mixtures containing bentonite and basalt fibers. GPR is a preferred probabilistic machine learning approach, especially for limited datasets, due to its high generalization ability and its ability to directly...
Zülfü Gürocak, Zeynep Bala Duranay, Yasemin Aslan Topçuoğlu et al.· Minerals· 0 citations
Accurate one-hour-ahead wind speed prediction is critical for the efficient use of wind energy, energy generation planning, and the reliable integration of wind energy systems. However, the time-dependent variability and nonlinear behavior of wind speed make this prediction problem challenging. In addition, abrupt wind...
Aslıhan Şair, Zeynep Bala Duranay· Applied Sciences· 0 citations
The results indicate that phase-angle information provides supplementary and class dependent discriminative value, but does not consistently improve all fault classes, whereas conventional voltage and current measurements alone represent a simpler and more stable alternative, whereas phase-angle measurements may be inc...
Zeynep Bala Duranay, İsmail Anıl Avcı, Mohammed Bushra Mohammed et al.· Symmetry· 0 citations
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