Nonintrusive load monitoring (NILM) performance evaluation

Stephen Makonin; Fred Popowich

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Nonintrusive load monitoring (NILM) performance evaluation

机译：非侵入式负载监控（NILM）性能评估

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摘要

Nonintrusive load monitoring (NILM), sometimes referred to as load disaggregation, is the process of determining what loads or appliances are running in a house from analysis of the power signal of the whole-house power meter. As the popularity of NILM grows, we find that there is no consistent way the researchers are measuring and reporting accuracies. In this short communication, we present a unified approach that would allow for consistent accuracy testing.

机译：非侵入式负载监控（NILM）（有时也称为负载分解）是一种通过分析整个房屋的电表的功率信号来确定房屋中正在运行的负载或设备的过程。随着NILM的普及，我们发现研究人员测量和报告准确性的方法并不一致。在简短的交流中，我们提出了一种统一的方法，可以进行一致的准确性测试。

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来源
《Energy Efficiency》 |2015年第4期|809-814|共6页
作者
Stephen Makonin; Fred Popowich;
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作者单位

Computing Science Simon Fraser University">(1);

Computing Science Simon Fraser University">(1);

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原文格式 PDF
正文语种 eng
中图分类
关键词
Load disaggregation; Accuracy; Energy conservation; Smart grid;

机译：负载分解;准确性;节能减排;智能电网;

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专利

1. Nonintrusive load monitoring (NILM) performance evaluation [J] . Makonin Stephen, Popowich Fred Energy efficiency . 2015,第4期

机译：非侵入式负载监控（NILM）性能评估
2. Development of an Improved Time–Frequency Analysis-Based Nonintrusive Load Monitor for Load Demand Identification [J] . Lin Y., Tsai M. IEEE Transactions on Instrumentation and Measurement . 2014,第6期

机译：改进的基于时频分析的非侵入式负荷监控器，用于负荷需求识别
3. Non-intrusive load monitoring and its challenges in a NILM system framework [J] . Qi Liu, Min Lu, Xiaodong Liu, International Journal of High Performance Computing and Networking . 2019,第1期

机译：非侵入式负荷监测及其在尼尔系统框架中的挑战
4. Nonintrusive load monitoring (NILM) using an Artificial Neural Network in embedded system with low sampling rate [C] . Somchai Biansoongnern, Boonyang Plangklang International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology . 2016

机译：低采样率嵌入式系统中使用人工神经网络的非侵入式负载监控（NILM）
5. High-Resolution Gas Metering and Nonintrusive Appliance Load Monitoring System. [D] . Tewolde, Mahder. 2012

机译：高分辨率燃气计量和非侵入式设备负荷监控系统。
6. Smart Distribution Boards (Smart DB) Non-Intrusive Load Monitoring (NILM) for Load Device Appliance Signature Identification and Smart Sockets for Grid Demand Management [O] . See Gim Kerk, Naveed UL Hassan, Chau Yuen 2020

机译：智能配电板（Smart DB）用于负载设备设备签名识别的非侵入式负载监控（NILM）和用于电网需求管理的智能插座
7. Smart Distribution Boards (Smart DB), Non-Intrusive Load Monitoring (NILM) for Load Device Appliance Signature Identification and Smart Sockets for Grid Demand Management [O] . See Gim Kerk, Naveed UL Hassan, Chau Yuen 2020

机译：智能配电板（SMART DB），用于装载设备设备的非侵入式负载监控（NILM）签名识别和电网需求管理的智能套接字

Nonintrusive load monitoring (NILM) performance evaluation

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