Blar i Institutt for vareproduksjon og byggteknikk på forfatter "Yildirim, Sule"
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Data-driven Machine Learning Model in District Heating System for Heat Load Prediction: A Comparison Study
Dalipi, Fisnik; Yildirim, Sule; Gebremedhin, Alemayehu (Journal article; Peer reviewed, 2016)We present our data-driven supervised machine-learning (ML) model to predict heat load for buildings in a district heating system (DHS). Even though ML has been used as an approach to heat load prediction in literature, ... -
Low complexity subspace approach for unbiased frequency estimation of a complex single-tone
Pourafzal, Alireza; Škrabánek, Pavel; Cheffena, Michael; Yildirim, Sule; Roi-Taravella, Thomas (Journal article, 2024)We propose a single-tone frequency estimator of a one-dimensional complex signal in complex white Gaussian noise. The estimator is based on the subspace approach and the unitary transformation. Due to its low space and ...