文章基本信息

标题：Overview of Non-Intrusive Load Monitoring: Probabilistic and Artificial Intelligence approaches
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作者：Jamila Ouzine ; Manal Marzouq ; Saad Dosse Bennani 等
期刊名称：E3S Web of Conferences
印刷版ISSN：2267-1242
电子版ISSN：2267-1242
出版年度：2022
卷号：351
页码：1-6
DOI：10.1051/e3sconf/202235101021
语种：English
出版社：EDP Sciences
摘要：Reduction and conservation of electrical energy consumption in residential buildings is the main objective of Non-Intrusive Load Monitoring (NILM) techniques. NILM detects events and estimate the power consumption of individual appliances by analyzing the aggregate power consumption measured at the service entry. Indeed, our major contribution in this paper is to update research works on NILM methodologies by adding the most recent NILM methods proposed in the literature. In this paper we present an overview of NILM and energy disaggregation methods. Then, we discuss the challenges of this technique to provide useful recommendations for future research.
关键词：Appliance Load Monitoring;NILM;ILM;Energy disaggregation