Solar Power Interval Prediction via Lower and Upper Bound Estimation with a New Model Initialization Approach

Solar Power Interval Prediction via Lower and Upper Bound Estimation with a New Model Initialization Approach

This paper proposes a new model initialization approach for solar power prediction interval based on the lower and upper bound estimation (LUBE) structure. The linear regression interval estimation (LRIE) was first used to initialize the prediction interval and the extreme learning machine auto enco...

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Bibliographic Details
Main Authors: Peng Li, Chen Zhang, Huan Long
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Energies
Subjects:
solar power prediction
interval prediction
lower and upper bound estimation
extreme learning machine
heuristic algorithm
Online Access:https://www.mdpi.com/1996-1073/12/21/4146

Internet

https://www.mdpi.com/1996-1073/12/21/4146

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