Multidimensional Data-Driven Life Prediction Method for White LEDs Based on BP-NN and Improved-Adaboost Algorithm

Multidimensional Data-Driven Life Prediction Method for White LEDs Based on BP-NN and Improved-Adaboost Algorithm

In view of the light-emitting diode (LED) and its life prediction, despite its currently wide use, IES TM-21-11 parametric life prediction method is incapable to extrapolate under multidimensional conditions (include working environmental conditions). This paper presents a multidimensional back prop...

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Bibliographic Details
Main Authors: Kaiyuan Lu, Wenjin Zhang, Bo Sun
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
White LED
life prediction
Adaboost
BP neural network
multidimensional data
Online Access:https://ieeexplore.ieee.org/document/8063876/

Internet

https://ieeexplore.ieee.org/document/8063876/

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