Publisher: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2023
MOTIVATION OF READING: 第一篇通过自监督学习在NILM上的应用 1. Overview
This is the first work to pre-train the NILM model with unlabelled data based on self-supervised learning in time series.
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A Bidirectional Transformer Model for Non-Intrusive Load Monitoring 【文献摘要】【参考翻译】【模型结构】【实验结果】 【文献摘要】
Non-intrusive load monitoring (NILM) based energy disaggregation is the decomposition of a system’s energy into the consumpt…