Application of the Weighted K-Nearest Neighbor Algorithm for Short-Term Load Forecasting

In this paper, the historical power load data from the National Electricity Market (Australia) is used to analyze the characteristics and regulations of electricity (the average value of every eight hours). Then, considering the inverse of Euclidean distance as the weight, this paper proposes a nove...

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Bibliografiska uppgifter
Huvudupphovsmän: Guo-Feng Fan, Yan-Hui Guo, Jia-Mei Zheng, Wei-Chiang Hong
Materialtyp: Artikel
Språk:English
Publicerad: MDPI AG 2019-03-01
Serie:Energies
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Länkar:http://www.mdpi.com/1996-1073/12/5/916