Research on Non-intrusive Household Load Identification Method Applying LightGBM

Author:

Kong Zhiwei,Fu RaoORCID,Shi JiachuanORCID,Ci Wenbin

Publisher

Springer Nature Singapore

Reference18 articles.

1. Guo, H., Lu, J., Yang, P., Liu, Z.: Review on key techniques of non-intrusive load monitoring. Electric Power Autom. Equip. 41(01), 135–146 (2021)

2. Zhang, W., Wu, Y., Du, L., Han, W., Chen, Y., Zhang, S.: A survey on the non-intrusive load monitoring. J. Taizhou Univ. 43(06), 48–54 (2021)

3. Kuang, M., Li, Y., Wei, L., Li, C.: Non-intrusive load identification method based on fusion decision. Data Commun. 04, 11–16 (2021)

4. Zhou, D., Zhang, H., Zhou, H., Hu, W.: Non-intrusive load event detection method based on state feature clustering. Trans. China Electrotech. Soc. 35(21), 4565–4575 (2020)

5. Hart, G.: Nonintrusive appliance load. monitoring. Proc. IEEE 80(12), 1870–1891 (1992)

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