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Potential of Active Demand Reduction With Residential Wet Appliances: A Case Study for Belgium

机译:住宅用湿设备主动减少需求的潜力:以比利时为例

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Two problems are tackled in this paper: determining the active demand reduction potential of wet appliances and making time series estimates from project data. The former is an application of the latter. Household groups representative to the average population are defined by applying expectation maximization clustering to a representative measurement set (). Attitudes toward active demand are found by conducting a survey (). Project data () containing wet appliance measurements are scaled up by adapting the clustering algorithm, spreading the electricity demand of the wet appliances over the clusters. The potential for active demand reduction with wet appliances is 4% of the total residential power demand, assuming that 29% of the households take part. The potential is in the order of magnitude of the power reserves, but does not fulfill availability and response time requirements.
机译:本文解决了两个问题:确定湿式设备的主动需求减少潜力,并根据项目数据进行时间序列估算。前者是后者的应用。通过将期望最大化聚类应用于代表性度量集(),可以定义代表平均人口的家庭组。通过进行调查可以找到对活跃需求的态度。通过调整聚类算法,将包含湿式设备测量值的项目数据()扩大规模,将湿式设备的用电需求分散到整个群集中。假设有29%的家庭参与其中,那么通过湿式设备主动减少需求的潜力将占住宅总电力需求的4%。电位约为功率储备的数量级,但不能满足可用性和响应时间要求。

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