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Clustering electricity consumption data to identify optimal electricity contracts
(2020)
This thesis is aimed to study development of electricity consumption trends, cluster historical consumption time series and aim to determine optimal price contract for both individual clusters and customers.
First main ...
Deep forecasting of electricity consumption and production
(2020)
Buildings stock represented 41% of the final European energy consumption in 2016. It is, therefore, critical to improve their energy efficiency. Forecasting the electricity consumption of buildings would help users in ...
Unsupervised profiling of electricity consumers for load forecasting applications
(2020)
Electric power suppliers are typically interested in profiling their customers. Different
consumer categories or load profiles can give insight into behavior which affects the power grid and facilitate load forecasting ...
Numerical analysis of the wind forces acting on cruise ships
(2020)
Wind loads acting on cruise ships play a significant role in navigation and manoeuvrability during the harbour approaching. From the environmental point of view, their fuel efficiency and emissions are in the center of ...
Estimation of Bełchatów Power Station emissions from TROPOMI nitrogen dioxide satellite observations
(2020)
The Bełchatów coal power station is the highest producer of nitrogen oxides, carbon dioxide, and sulphur dioxide emissions in Europe. The Tropospheric Monitoring Instrument (TROPOMI) aboard the Sentinel 5 satellite can ...
Parametric study of highly-efficient light-emitting diodes for thermophotonic cooling
(2020)
This work focuses on the physics-based simulation and analysis of III-arsenide LED devices with potential applications in electroluminescent cooling (ELC). The structure of the LEDs is modified by engineering, specifically, ...
Enhancing the stability of halide perovskite solar cells by dopant engineering of the hole-transporting material
(2020)
The presence of the conventional hygroscopic dopants in the hole-transporting material (HTM) of perovskite solar cells (PSCs) is a major culprit of the mediocre stability of the devices. In this work, an alternative dopant ...