The proof of the pudding is in the heating: A field experiment on household engagement with heat pump flexibility

IF 14.2 2区 经济学 Q1 ECONOMICS
Baptiste Rigaux, Sam Hamels, Marten Ovaere
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Abstract

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.
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
随着可再生能源的发展,灵活的电力需求变得至关重要。我们在比利时根特附近的隔热良好的住宅中进行了9台热泵的现场实验。在287次灵活性干预中,我们远程关闭供暖,直到室内温度达到预定义的阈值或家庭手动否决干预。在启动灵活性事件后,热泵功率最初平均每台机组降低250瓦。当机组中的一些热泵重新启动时,它们会消耗更多的功率来恢复阈值温度,从而引发反弹效应,逐渐减少净节能。平均而言,净节电在18小时后变为零,随后是反弹期。每次活动总热泵消耗减少约1千瓦时,在活动开始后36小时稳定。如果灵活性的激活是战略性的,那么通过价格套利可以节省1.1欧元(假设批发价格处于能源危机水平),而产能效益价值可以高达175美元。智能加热算法可以进一步增加所有价值流产生的节省。寒冷的天气通过增加可用于灵活性的功率显著影响储蓄,但也放大了反弹效应。这种灵活性带来了适度的舒适影响:在干预期间,室内温度平均降低了0.38°C。然而,当温度下降幅度较大时,19%的干预措施被人工否决,家庭将不适、疾病或占用作为在线仪表板上的因素。这些发现表明,灵活的住宅供暖可以支持可再生能源整合,并产生适度的舒适性影响。
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来源期刊
Energy Economics
Energy Economics ECONOMICS-
CiteScore
18.60
自引率
12.50%
发文量
524
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.
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