{"title":"布丁的证据是在加热:一个现场实验的家庭参与与热泵的灵活性","authors":"Baptiste Rigaux, Sam Hamels, Marten Ovaere","doi":"10.1016/j.eneco.2025.108565","DOIUrl":null,"url":null,"abstract":"<div><div>As renewable energy grows, flexible electricity demand becomes essential. We conducted a field experiment with nine heat pumps in well-insulated homes near Ghent, Belgium. During 287 flexibility interventions, we remotely deactivated heating until indoor temperatures reached predefined thresholds or households manually overruled the intervention. After initiating a flexibility event, the heat pump power is initially lowered by 250 W on average per unit in the fleet. As some heat pumps in the fleet reactivate, they consume more power to restore their threshold temperatures, triggering a rebound effect that gradually reduces net power savings achieved. On average, net power savings become zero after 18 h, followed by a rebound period. Overall heat pump consumption was reduced by around 1 kWh per event, stabilizing 36 h after the event start. If flexibility activation is timed strategically, up to €1.1 can be saved through price arbitrage, assuming wholesale prices at energy-crisis-level, while the capacity benefits value can be up to $175. Smart heating algorithms could further increase savings generated by all value streams. Colder weather significantly influences savings, by increasing the power available for flexibility but also amplifying rebound effects. This flexibility came with moderate comfort impacts: on average, indoor temperatures were 0.38°C lower during interventions. However, 19% of interventions were manually overruled when larger temperature drops occurred, with households citing discomfort, illness, or occupancy as factors on an online dashboard. These findings suggest that flexible residential heating can support renewable energy integration with moderate comfort impacts.</div></div>","PeriodicalId":11665,"journal":{"name":"Energy Economics","volume":"148 ","pages":"Article 108565"},"PeriodicalIF":14.2000,"publicationDate":"2025-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The proof of the pudding is in the heating: A field experiment on household engagement with heat pump flexibility\",\"authors\":\"Baptiste Rigaux, Sam Hamels, Marten Ovaere\",\"doi\":\"10.1016/j.eneco.2025.108565\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>As renewable energy grows, flexible electricity demand becomes essential. We conducted a field experiment with nine heat pumps in well-insulated homes near Ghent, Belgium. During 287 flexibility interventions, we remotely deactivated heating until indoor temperatures reached predefined thresholds or households manually overruled the intervention. After initiating a flexibility event, the heat pump power is initially lowered by 250 W on average per unit in the fleet. As some heat pumps in the fleet reactivate, they consume more power to restore their threshold temperatures, triggering a rebound effect that gradually reduces net power savings achieved. On average, net power savings become zero after 18 h, followed by a rebound period. Overall heat pump consumption was reduced by around 1 kWh per event, stabilizing 36 h after the event start. If flexibility activation is timed strategically, up to €1.1 can be saved through price arbitrage, assuming wholesale prices at energy-crisis-level, while the capacity benefits value can be up to $175. Smart heating algorithms could further increase savings generated by all value streams. Colder weather significantly influences savings, by increasing the power available for flexibility but also amplifying rebound effects. This flexibility came with moderate comfort impacts: on average, indoor temperatures were 0.38°C lower during interventions. However, 19% of interventions were manually overruled when larger temperature drops occurred, with households citing discomfort, illness, or occupancy as factors on an online dashboard. These findings suggest that flexible residential heating can support renewable energy integration with moderate comfort impacts.</div></div>\",\"PeriodicalId\":11665,\"journal\":{\"name\":\"Energy Economics\",\"volume\":\"148 \",\"pages\":\"Article 108565\"},\"PeriodicalIF\":14.2000,\"publicationDate\":\"2025-05-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Energy Economics\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0140988325003895\",\"RegionNum\":2,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy Economics","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0140988325003895","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
The proof of the pudding is in the heating: A field experiment on household engagement with heat pump flexibility
As renewable energy grows, flexible electricity demand becomes essential. We conducted a field experiment with nine heat pumps in well-insulated homes near Ghent, Belgium. During 287 flexibility interventions, we remotely deactivated heating until indoor temperatures reached predefined thresholds or households manually overruled the intervention. After initiating a flexibility event, the heat pump power is initially lowered by 250 W on average per unit in the fleet. As some heat pumps in the fleet reactivate, they consume more power to restore their threshold temperatures, triggering a rebound effect that gradually reduces net power savings achieved. On average, net power savings become zero after 18 h, followed by a rebound period. Overall heat pump consumption was reduced by around 1 kWh per event, stabilizing 36 h after the event start. If flexibility activation is timed strategically, up to €1.1 can be saved through price arbitrage, assuming wholesale prices at energy-crisis-level, while the capacity benefits value can be up to $175. Smart heating algorithms could further increase savings generated by all value streams. Colder weather significantly influences savings, by increasing the power available for flexibility but also amplifying rebound effects. This flexibility came with moderate comfort impacts: on average, indoor temperatures were 0.38°C lower during interventions. However, 19% of interventions were manually overruled when larger temperature drops occurred, with households citing discomfort, illness, or occupancy as factors on an online dashboard. These findings suggest that flexible residential heating can support renewable energy integration with moderate comfort impacts.
期刊介绍:
Energy Economics is a field journal that focuses on energy economics and energy finance. It covers various themes including the exploitation, conversion, and use of energy, markets for energy commodities and derivatives, regulation and taxation, forecasting, environment and climate, international trade, development, and monetary policy. The journal welcomes contributions that utilize diverse methods such as experiments, surveys, econometrics, decomposition, simulation models, equilibrium models, optimization models, and analytical models. It publishes a combination of papers employing different methods to explore a wide range of topics. The journal's replication policy encourages the submission of replication studies, wherein researchers reproduce and extend the key results of original studies while explaining any differences. Energy Economics is indexed and abstracted in several databases including Environmental Abstracts, Fuel and Energy Abstracts, Social Sciences Citation Index, GEOBASE, Social & Behavioral Sciences, Journal of Economic Literature, INSPEC, and more.