Mixed Gaussian Models for Modeling Fluctuation Process Characteristics of Photovoltaic Outputs

Mixed Gaussian Models for Modeling Fluctuation Process Characteristics of Photovoltaic Outputs

In order to model fluctuation process characteristics of photovoltaic (PV) outputs, this paper proposes a novel mixed Gaussian model with the expectation maximization (EM) algorithm. Firstly, random components of PV outputs are obtained through computing the difference between the measured data of P...

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Bibliographic Details
Main Authors: Zhenhao Wang, Jia Kang, Long Cheng, Zheyi Pei, Cun Dong, Zhifeng Liang
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-08-01
Series:Frontiers in Energy Research
Subjects:
PV output modeling
fluctuation characteristics
probability density distribution
expectation maximization algorithm
mixed Gaussian models
Online Access:https://www.frontiersin.org/article/10.3389/fenrg.2019.00076/full

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https://www.frontiersin.org/article/10.3389/fenrg.2019.00076/full

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