NeedForHeat DataGear: An Open Monitoring System to Accelerate the Residential Heating Transition
This provides a tool for researchers and professionals to accelerate heating transitions, but it is incremental as it focuses on data collection rather than novel analysis or broad impact.
The paper tackles the need for data to support residential heating transitions by introducing NeedForHeat DataGear, an open monitoring system that collects time series data in homes before transition, enabling assessment of thermal characteristics, efficiency, and comfort needs.
We introduce NeedForHeat DataGear: an open hardware and open software data collection system designed to accelerate the residential heating transition. NeedForHeat DataGear collects time series monitoring data in homes that have not yet undergone a heating transition, enabling assessment of real-life thermal characteristics, heating system efficiency, and residents' comfort needs. This paper outlines its architecture and functionalities, emphasizing its modularity, adaptability, and cost-effectiveness for field data acquisition. Unlike conventional domestic monitoring solutions focused on home automation, direct feedback, or post-installation heat pump monitoring, it prioritizes time series data we deemed essential to evaluate the current situation in existing homes before the heating transition. Designed for seamless deployment across diverse households, NeedForHeat DataGear combines openness, security, and privacy with a low-cost, user-friendly approach, making it a valuable tool for researchers, energy professionals, and energy coaches.