2023
DOI: 10.54254/2753-8818/25/20240929
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Smart meter failure prediction based on weakened grey markov model with IOWA operator

Ziqi Li,
Jingqi Xu

Abstract: Scientifically predicting the annual failure quantity of smart meters is of significant importance for enhancing the economic benefits of smart meters and promoting the stable operation of smart grids. In this paper, traditional Grey Markov prediction models and Grey Markov models with weakened buffering operators are employed to predict smart meter failure data. To improve prediction accuracy, an Induced Ordered Weighted Averaging (IOWA) operator is introduced to construct a combination prediction model. Base… Show more

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