Personlig presentation av Fan Zhang
Doctoral Student Energy Engineering, Energy and Environmental Technology
- Night setback identification of district heat substations using bidirectional long short term memory with attention mechanism, Energy, 2021, Vol. 224. Article : refereed. .
- 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. Article : refereed. .
- 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. Article : refereed. .
- 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. Conference paper : refereed. .
- Applications of artificial neural networks for time series data analysis in energy domain, Dalarna University, 2020. Licentiate thesis. .