Preferable Parametric Model for the Lifetime of the Organic Light-Emitting Diode Under Accelerated Current Stress Tests

Usually, researchers adopt Weibull distribution as the best fitting lifetime model of several electronics/ optoelectronics devices, including organic light-emitting diodes (OLEDs). They justify the adoption based on a few statistical goodness-of-fit (GoF) tests, which are not always applicable due t...

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Veröffentlicht in:IEEE transactions on electron devices 2021-09, Vol.68 (9), p.4478-4484
Hauptverfasser: Kittaneh, Omar A., Helal, Sara, Almorad, Heba, Bayoud, Husam A., Abufoudeh, Ghassan, Majid, M. A.
Format: Artikel
Sprache:eng
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Zusammenfassung:Usually, researchers adopt Weibull distribution as the best fitting lifetime model of several electronics/ optoelectronics devices, including organic light-emitting diodes (OLEDs). They justify the adoption based on a few statistical goodness-of-fit (GoF) tests, which are not always applicable due to violating some of the assumptions of the tests. In this article, several standard and valid GoF tests show that the lognormal distribution is a better fitting model than the Weibull distribution for OLEDs and performs better when a censoring scheme is applied.
ISSN:0018-9383
1557-9646
DOI:10.1109/TED.2021.3097974