Electrical Characteristics Estimation of Photovoltaic Modules via Cuckoo Search—Relevant Vector Machine Probabilistic Model

Electrical Characteristics Estimation of Photovoltaic Modules via Cuckoo Search—Relevant Vector Machine Probabilistic Model

This work presents an optimized probabilistic modeling methodology that facilitates the modeling of photovoltaic (PV) modules with measured data over a range of environmental conditions. The method applies cuckoo search to optimize kernel parameters, followed by electrical characteristics estimation...

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Bibliographic Details
Main Authors: Jianmin Ban, Xinyu Pan, Minming Gu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Energy Research
Subjects:
photovoltaic module
probabilistic model
relevance vector machine
cuckoo search
simulation
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2021.610405/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2021.610405/full

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