非侵入式负载监测的基本概述

2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2019-10-01 DOI:10.1109/ICSESS47205.2019.9040726

Lu Zhang, Lin Zhu

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引用次数: 1

摘要

非侵入式负荷监测(NILM)可以在保证用户隐私的前提下获取用电组成细节，是智能用电技术系统的关键内容。这对用户和国家电网公司都具有重要意义。本文总结了NILM的基本原理和典型框架。详细介绍了特征提取和负荷分解。从稳态负荷和暂态负荷两方面介绍了负荷特性。给出了负荷分解算法的基本步骤。本文为进一步的NILM研究奠定了基础，并对未来的研究方向进行了展望。

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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Basic Summary of Non-intrusive Load Monitoring

Non-intrusive load monitoring(NILM), regarded as the key content of intelligent electricity technology system, can obtain electricity composition details on the premise of guaranteeing users’ privacy. It is of great significance to users and state grid company. This paper summarizes basic principles and typical framework of NILM. Feature extraction and load decomposition are introduced in detail. Load feature is introduced from steady-state and transient load feature. The basic procedure of load decomposition algorithm is given. This paper lays a foundation for the further NILM research and looks forward to the research direction in the future.

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2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS)

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