Factsheets on Predictive maintenance
56Reducing the effort for creating digital twins in order to improve services for large-scale heat pumps and refrigeration systems
Improved information-and data communication infrastructure within the area of individual heat pumps to support flexible operation in smart grid systems
Combined hardware/software solution to provide live transparent performance monitoring of heat pumps and early warning systems for predictive maintenance (to be implemented)
Software program with a user interface which enable fleet management of typically residential heat pumps or other ventilation products
A Danish example for Heat as a service and predictive maintenance
The PreHEAT cloud offers data-based services for connected heat pumps, such as advanced control, variable tariffs and can be expanded to specialized services to the electricity markets
The platform myUpway provides online monitoring and control services, including surveillance of heat pumps energy consumption and fault alarms as well as remote control possibilities for METRO THERM products
Research project to develop data-driven heat pump models which would estimate the power consumption of a heat pump using data measured during operation from current installations
A data driven lab is being developed for heat pump systems, which acts as a virtual platform to improve heat pumps control strategies, fault detection and diagnosis and communication with local energy grids
Combined hardware/software solution including an intelligent compressor module, a gateway, a cloud, a heat pump controller and a smart connect app, providing troubleshooting, data analysis, commissioning tools, monitoring and end-user apps.
Protective gear for heat pumps and cooling units based on monitoring data with gateway solution for fault detection and diagnosis
IoT solution for remote diagnostics for heat pumps to guarantee efficient and safe operation of the HP and facilitate maintenance workflows
Digital twin of heat generator systems as an enabler for the development of low-emission building energy technology – DZWi (DE)
Research project on development of a digital representation of different energy conversion systems (heat pump/fuel cell) and an infrastructure for Hardware-in-the-loop test to shorten development times
ZEB Laboratory office building with connected heat pumps to optimize the use of on-site generated electricity and heat storage
Proof of concept of fault detection for residential heat pumps using the DZWi framework