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首页> 外文期刊>Automation Science and Engineering, IEEE Transactions on >Energy-Responsive Aggregate Context for Energy Saving in a Multi-Resident Environment
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Energy-Responsive Aggregate Context for Energy Saving in a Multi-Resident Environment

机译：多居民环境中节能的能源响应聚合上下文

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摘要

Human activity is among the critical information for a context-aware energy saving system since knowing what activities are undertaken is important for judging if energy is well spent. Most of the prior works on energy saving do not make the best of context-awareness especially in a multiuser environment to assist the energy saving system. In addition, they often ignore whether appliances are operating implicitly or explicitly related to the context. These factors may compromise the practicality and acceptability of most of the currently available energy saving systems, thus failing to meet real user needs. Therefore, we propose Energy-Responsive Aggregate Context (ERAC) to model multi-resident activities and their associated energy consumption. Based on the relationship, implicit or explicit, between a given appliance and its associated context, an energy saving system and its users can better determine whether the power consumed by the appliance is wasted. Our experimental results demonstrate the effectiveness of the proposed approach.
机译：人类活动是情境感知型节能系统的关键信息之一，因为知道进行哪些活动对于判断能源是否得到合理利用非常重要。现有的大多数节能工作都没有充分利用上下文感知，尤其是在多用户环境中辅助节能系统时。此外，他们经常忽略设备是在隐式还是显式地与上下文相关地操作。这些因素可能会损害大多数当前可用的节能系统的实用性和可接受性，从而无法满足实际用户的需求。因此，我们提出了能量响应聚合上下文（ERAC）来建模多居民活动及其相关的能耗。基于给定设备与其关联上下文之间的隐式或显式关系，节能系统及其用户可以更好地确定设备所消耗的功率是否被浪费。我们的实验结果证明了该方法的有效性。

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