用户反馈增强的住宅能耗实时分解

2019 4th International Conference on Computing, Communications and Security (ICCCS) Pub Date : 2019-10-01 DOI:10.1109/CCCS.2019.8888140

Anosh Arshad Sundhu, C. Rottondi, G. Verticale

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引用次数: 0

摘要

非侵入式电器负荷监测(NIALM)是一种通过观察一段时间内的总能耗来推断家庭中正在使用的电器的过程。这一过程使得向大量用户提供能源管理服务成为可能，而无需安装每个设备的电表。本文分析了NIALM在提供实时服务时的性能。此外，本文还研究了如何根据用户对解聚正确性的反馈动态选择解聚模型来提高NIALM的性能。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Real-time Disaggregation of Residential Energy Consumption Enhanced with User Feedback

Non-Intrusive Appliance Load Monitoring (NIALM) is a process for deducting what appliances are being used in a household by observing the total energy consumption over time. Such process makes it possible to provide energy management services to a large number of users without installation of per-appliance meters. This paper analyzes the performance of NIALM when used to provide real-time services. In addition, the paper studies how the performance of NIALM could be improved by dynamically selecting the disaggregation model on the basis of user feedback about the correctness of the disaggregation.

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2019 4th International Conference on Computing, Communications and Security (ICCCS)

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