Master Thesis Data-Driven Identification and Forecasting of Thermal Flexibility in Residential Heat Pump Systems

About this job

Residential heat pumps can provide electrical flexibility by leveraging the thermal storage capacity available within the entire energy system, including the building thermal mass, domestic hot water (DHW) storage and, where available, buffer storage tanks. Bosch already has concepts for thermal characterization, flexibility estimation, as well as energy consumption forecasting. Your thesis should therefore focus on making these concepts operational by identifying system-specific thermal characteristics from monitoring data and using them to forecast energy consumption, as well as available flexibility. The question is: how can the thermal characteristics and usable storage capacities of residential heat pump energy systems, including building thermal mass, DHW storage, as well as buffer…

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