论文标题
为家庭中的强大节能估算创建基准
Creating a Baseline for Robust Energy Savings Estimation in Households
论文作者
论文摘要
在本文中，我们提出了一种适用于建立特定用户基于小时的基准能耗的方法。这些值可以用作明确计算能源节省的参考。所需的设备仅限于低成本传感器。所谓的基线允许不时地对家庭消费进行明确的比较，一旦进行了适当的调整以处理不同的条件（例如温度变化）。当涉及用户动机策略时，基于小时的节能可以提供多种优势。但是，影响基线构建的两个主要因素：损坏或缺少数据值和非凡的模式。在本文中，我们提供了一种分析方法来处理此类情况并创建为期一年的基于每小时的消费基线。
In this paper we present a methodology appropriate for establishing a user-specific hourly-based benchmark period of energy consumption. Such values can be used as reference for explicitly calculating energy savings. The required equipment is limited to low cost sensors. The so-called baseline allows for an explicit comparison of the household consumption now and then, once appropriate adjustments are made to handle the different conditions (e.g. temperature variation). When involving user motivation strategies, hourly based energy savings can provide multiple advantages. However, there are two major factors affecting the baseline construction: corrupted or missing data values and unordinary patterns. In this paper we provide an analytical methodology to handle such scenarios and create year-long hourly-based consumption baseline.
