Line Loss Calculation Method Based on Improved K-Means Algorithm and LSTM for Low-Voltage Stations Area of Distribution Networks with DGs

As renewable energy sources with random and intermittent characteristics are connected to the distribution network, the traditional theoretical calculation method of line loss is no longer applicable to the estimation of line loss in low-voltage distribution networks with DGs. A novel method of line...

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Vydáno v:	2023 5th International Conference on Electronic Engineering and Informatics (EEI) s. 699 - 703
Hlavní autor:	Fan, Yuanzhu
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	IEEE 30.06.2023
Témata:	active distribution network Clustering algorithms Correlation Distribution networks Euclidean distance K-means line loss Low voltage low-voltage stations area LSTM Neural networks Renewable energy sources
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