{"id":564,"date":"2023-06-28T19:11:50","date_gmt":"2023-06-28T19:11:50","guid":{"rendered":"https:\/\/heatpumpingtechnologies.org\/annex56\/?page_id=564"},"modified":"2025-09-12T12:45:53","modified_gmt":"2025-09-12T12:45:53","slug":"factsheets-on-heat-pump-operation-optimization","status":"publish","type":"page","link":"https:\/\/heatpumpingtechnologies.org\/project56\/factsheets\/browse-by-iot-category\/factsheets-on-heat-pump-operation-optimization\/","title":{"rendered":"Factsheets on heat pump operation optimization"},"content":{"rendered":"<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-case-dk-ai-nergy.pdf\">Artificial intelligence assisted products by AI-nergy (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Cost and emission reduction by optimized heat pump operation and grid services in balancing and ancillary service markets<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-case-dk-centrica.pdf\">Energy Planning and Optimization Platform by Centrica Energy Trading (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Optimal utilization of several asset types including heat pumps for district heating supply<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-case-dk-neogrid.pdf\">PreHEAT for Heat Pumps by Neogrid Technologies ApS (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">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<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-project-case-dk-energylab-nordhavn-smart-components.pdf\">EnergyLab Nordhavn \u2013 Smart Components (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Unlocking synergies between small-scale excess heat sources and district heating networks<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-project-case-dk-fast-regulating-heat-pumps.pdf\">FlexHeat \u2013 Intelligent and Fast-regulating Control (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Aims to reduce heat production costs for the system and to ensure that heat pumps can help stabilize the current and future electricity system.<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-project-case-dk-svaf-ii.pdf\">SVAF phase 2 &#8211; Experimental development of electric heat pumps in the Greater Copenhagen DH system (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Development of concepts regarding optimizing the operating conditions of the heat pump and monitoring of the heat pump for giving notifications when the heat pump is ill and points out the component causing the illness<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-project-case-dk-res4build.pdf\">RES4BUILD &#8211; Renewables for clean energy buildings in a future power system (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Decarbonizing energy consumption in buildings by developing integrated renewable energy-based solutions for achieving the EU energy and climate goals<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-project-case-dk-opsys-20.pdf\">Combined Optimization of Heat Pumps and Heat Emitting Systems &#8211; OPSYS 2.0 (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">System-wide optimization of a house as energy consumer and producer by using control strategies for optimizing the self-consumption of PV electricity<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-project-case-dk-fast-regulating-heat-pumps.pdf\">Fast regulating heat pumps using dynamic models (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Support development of large-scale heat pump systems for faster response time and hence e.g. exploit their potential with regards to sector coupling<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-case-dk-energyflexlab.pdf\">EnergyFlexLab (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Provides opportunity for test of heat pumps systems in future flexible energy systems with sector coupling<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-project-case-dk-digital-twin.pdf\">Digital twins for large-scale heat pump and refrigeration systems (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Reducing the effort for creating digital twins in order to improve services for large-scale heat pumps and refrigeration systems<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-case-dk-center-denmark.pdf\">Center Denmark: The Digital Data Platform (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Trusted Data Sharing platform with 24\/7 access to energy related data and digital tools<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/07\/iot-annex-56-project-case-dk-hpcom.pdf\">HPCOM: Project about RD&amp;D Strategy and Roadmap for Information-and communication technology in the heat pump area (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Improved information-and data communication infrastructure within the area of individual heat pumps to support flexible operation in smart grid systems<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-case-dk-climify.pdf\">Indoor climate monitoring platform CLIMIFY (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">System to monitor and optimize the indoor climate based on objective and subjective measurements<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-case-dk-energy-machines.pdf\">Energy machines verification (EMV) by Energy Machines ApS (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Combined hardware\/software solution to provide live transparent performance monitoring of heat pumps and early warning systems for predictive maintenance (to be implemented)<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-case-dk-ls-control-smartconnect-center-1.pdf\">LS SmartConnectCenter by LS Control A\/S (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Software program with a user interface which enable fleet management of typically residential heat pumps or other ventilation products<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/06\/iot-annex-56-case-dk-metro-therm.pdf\">MyUpway \u2013 Online heat pump control by METRO THERM A\/S (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">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<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/06\/iot-annex-56-project-case-dk-cedar.pdf\">CEDAR &#8211; Cost Efficient heat pumps using DigitAl twins and Reinforcement learning (DK)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">research project that studies and develops next-generation technology for optimal control of heat-pump systems, in particular a \u201cinstall-and-forget\u201d type of system for retrofitting of residential heat pumps<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-project-case-se-data-driven-heat-pump-power-estimation.pdf\">Data-driven models for estimating heat pump power consumption (SE)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">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<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-project-case-se-data-driven-lab-for-heat-pump-systems.pdf\">Data-driven labs targeting heat pump systems (SE)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">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<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-case-at-bitzer-ecosystem.pdf\">Bitzer Heat Pump Eco System (AT)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">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.<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/07\/iot-annex-56-case-at-bereva.pdf\">XBALL\u00ae Smart Expansion Ball Valve (AT)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Smart replacement expansion valve for superheat control for HVAC systems with 30-500 kW heat supply capacity<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/06\/iot-annex-56-case-at-energie-burgenland.pdf\">Energie Burgenland HP Neusiedl am See (AT)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Large air\/water heat pump system operated on excess electricity from wind to substitute natural gas in a district heating network in Austria<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/04\/iot-annex-56-case-at-idm.pdf\">myiDM +energy (AT)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Heat pump product by the Austrian manufacturer iDM which optimizes electricity consumption as a function of hourly electricity prices and that allows for increasing PV self-consumption<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/06\/iot-annex-56-case-at-knv.pdf\">KNV S Serie (AT)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">IoT enabled heat pump by KNV\/Nibe with Smart-Price-Adaption based on hourly electricity prices, which anticipates weather changes based on online weather forecasts<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/06\/iot-annex-56-case-at-kriwan.pdf\">KRIWAN protective equipment (AT)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Protective gear for heat pumps and cooling units based on monitoring data with gateway solution for fault detection and diagnosis<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/06\/iot-annex-56-project-case-at-digibatch.pdf\">DIGIBatch (AT)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Research project on performance optimization of batch processes with the help of digital twins, the use case was a heat pump during performance testing on a test bench.<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/06\/iot-annex-56-project-case-at-edcsproof.pdf\">EDCSproof (AT)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Research project on online, predictive, and holistic, reconfigurable control for industrial energy supply systems with energy storage, flexible consumers for electricity networks (demand side management with dynamic tariffs), increased efficiency by optimum control of the system and waste heat recovery with high temperature heat pumps<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/06\/iot-annex-56-project-case-at-soft-sensor.pdf\">Soft sensor for heat pump de-icing (AT)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Development of a soft sensor based on vibration measurements of a heat pump fan<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/06\/iot-annex-56-project-case-ch-dibawp.pdf\">DIBA-WP (CH)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">Research project on the avoidance of heat pump efficiency losses by digital operation analysis\u201d (e.g. recognition of wrong parameter settings)<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/06\/iot-annex-56-case-ch-smartguard.pdf\">SmartGuard by Meier Tobler AG (CH)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">IoT solution for remote diagnostics for heat pumps to guarantee efficient and safe operation of the HP and facilitate maintenance workflows<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/06\/iot-annex-56-project-case-de-dzwi-rwth.pdf\">Digital <\/a><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/10\/iot-annex-56-project-case-de-dzwi.pdf\">twin of heat generator systems as an enabler for the development of low-emission building energy technology \u2013 DZWi (DE)<\/a><\/strong> <\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">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<\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \"><strong><a href=\"https:\/\/heatpumpingtechnologies.org\/content\/uploads\/sites\/66\/2023\/06\/iot-annex-56-project-case-no-zeb-lab.pdf\">BAC in Action: Connected heat pumps in the ZEB Laboratory building (NO)<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container container--no-margin\">\n<p class=\"wp-block-paragraph \">ZEB Laboratory office building with connected heat pumps to optimize the use of on-site generated electricity and heat storage<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Artificial intelligence assisted products by AI-nergy (DK) Cost and emission reduction by optimized heat pump operation and grid services in&#8230;<\/p>\n","protected":false},"author":31,"featured_media":0,"parent":632,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","footnotes":""},"class_list":["post-564","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/heatpumpingtechnologies.org\/project56\/wp-json\/wp\/v2\/pages\/564","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/heatpumpingtechnologies.org\/project56\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/heatpumpingtechnologies.org\/project56\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/heatpumpingtechnologies.org\/project56\/wp-json\/wp\/v2\/users\/31"}],"replies":[{"embeddable":true,"href":"https:\/\/heatpumpingtechnologies.org\/project56\/wp-json\/wp\/v2\/comments?post=564"}],"version-history":[{"count":5,"href":"https:\/\/heatpumpingtechnologies.org\/project56\/wp-json\/wp\/v2\/pages\/564\/revisions"}],"predecessor-version":[{"id":831,"href":"https:\/\/heatpumpingtechnologies.org\/project56\/wp-json\/wp\/v2\/pages\/564\/revisions\/831"}],"up":[{"embeddable":true,"href":"https:\/\/heatpumpingtechnologies.org\/project56\/wp-json\/wp\/v2\/pages\/632"}],"wp:attachment":[{"href":"https:\/\/heatpumpingtechnologies.org\/project56\/wp-json\/wp\/v2\/media?parent=564"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}