| 傅伟栋,张继佳,顾 伟,蒋 翊,谢琪超.基于非侵入式电力负荷监测系统的用电行为研究[J].电力需求侧管理,2019,21(S1):11-14 |
| 基于非侵入式电力负荷监测系统的用电行为研究 |
| Research on electricity consumption behavior based on non-intrusive power load monitoring system |
| 投稿时间：2019-07-23 修订日期：2019-08-20 |
| DOI：10. 3969 / j. issn. 1009-1831. 2019. S1. 004 |
| 中文关键词: 非侵入式负荷监测 终端系统 居民负荷 |
| 英文关键词: non-intrusive load monitoring terminal system resident load |
| 基金项目: |
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| 摘要点击次数: 263 |
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| 中文摘要: |
| 非侵入式负荷监测系统由于所需硬件安装少，对负荷的分析较为精确，以及较好的经济性等特点成为未来负荷监测的发展趋势之一。主要介绍了非侵入式负荷监测主流分析方法和系统基本框架，总结其基本原理与主要使用的算法流程，对该非侵入式终端设备系统的各组成模块进行相关描述，设计出一套切实可行的非侵入式居民电力负荷监测终端系统。在非侵入采集的基础上，提出基于非侵入式采集数据的用电行为分析模型，为用户提供细致到单个家用电器的“千人千面”私人定制化用电优化方案,实现非侵入式终端负荷可视化以深入挖掘数据价值。 |
| 英文摘要: |
| Non - intrusive load monitoring（NILM）system has become one of the development trends of load monitoring in the future due to its less hardware installation, more accurate load analysis and better economy. The mainstream analysis method and system framework of non-intrusive load monitoring are introduced.Basic principle and algorithm floware summarized. The components of the non-intrusive terminal equipment systemare described.A practical non -intrusive residential power load monitoring terminal system is designed. On the basis of non-intrusive data acquisition, a power consumption behavior analysis model based on non intrusive data acquisition is proposed, which provides users with a detailed“thousands of people, thousands of faces”customized power consumption optimization scheme for individual household appliances, and realizes the visualization of non - intrusive terminal load, so as to further explore the value of data. |
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