Personlig presentation av Fan Zhang

Doktorand mikrodataanalys

Mikrodataanalys Institutionen för information och teknik

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Publikationer

Zhang, Fan, Bales, Chris, Fleyeh, Hasan. Night setback identification of district heat substations using bidirectional long short term memory with attention mechanism, Energy, 2021, Vol. 224. Artikel : refereegranskat.
Zhang, Fan, Bales, Chris, Fleyeh, Hasan. Feature Augmentation of Classifiers Using Learning Time Series Shapelets Transformation for Night Setback Classification of District Heating Substations, Advances in Civil Engineering / Hindawi, 2021, Vol. 2021. Artikel : refereegranskat.
Zhang, Fan, Bales, Chris, Fleyeh, Hasan. From time series to image analysis : A transfer learning approach for night setback identification of district heating substations, Journal of Building Engineering, 2021, Vol. 43. Artikel : refereegranskat.
Zhang, Fan, Fleyeh, Hasan, Bales, Chris. A hybrid model based on bidirectional long short-term memory neural network and Catboost for short-term electricity spot price forecasting, Journal of the Operational Research Society, 2020. Artikel : refereegranskat.
Zhang, Fan, Fleyeh, Hasan. Anomaly Detection of Heat Energy Usage in District Heating Substations Using LSTM based Variational Autoencoder Combined with Physical Model, 2020 15th IEEE Conference on Industrial Electronics and Applications (ICIEA) : 2020. Konferensbidrag : refereegranskat.