Daily Load Curve Forecasting by Using K-modes Clustering Algorithm Under the Framework of MapReduce
LI Yan
WANG Ying
LIAO Yiming
ZHAO Wenshuo
Abstract：A method using K‐modes clustering algorithm under MapReduce framework ,and forecasting daily load curve based on the method of power data is proposed .The prediction results is compared with the traditional K‐modes clustering algorithm ,and the results were analyzed .Results show that :the K‐modes clustering algorithm for distributed processing method is feasible ,and this method can predict daily load curve better ,and improve the precision of the prediction ,guide the electric power production better .
Keywords：bigdataMapReduceK-modes clusteringal gorithmdailyload forecasting
Publication Date：2016-01-01
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：4( 230-232,316 )