The performance of non-intrusive load monitoring (NILM) system is closely related to the uniqueness and comprehensiveness of the load …

在面向居民的非侵入式负荷辨识场景中，存在部分电路结构、功率相近的相似电器。对于这些电器，现有算法辨识成功率较低。为提高对居民相似电器辨识的准确率，提出了一种基于多元特征分析的非侵入式相似电器辨识算法。该算法使用一对多维的低频电器特征数据进行分析，先将特征规范化，计算两种 …

The performance of non-intrusive load monitoring (NILM) system is closely related to the uniqueness and comprehensiveness of the load …