In-Situ early anomaly detection and remaining useful lifetime prediction for high-power white LEDs with distance and entropy-based long short-term memory recurrent …

M Wen, MS Ibrahim, AH Meda, G Zhang… - Expert Systems with …, 2024 - Elsevier
High-power white light-emitting diodes (LEDs) have demonstrated superior efficiency and
reliability compared to traditional white light sources. However, ensuring maximum …

[HTML][HTML] A survey on LED Prognostics and Health Management and uncertainty reduction

R Rocchetta, E Perrone, A Herzog, P Dersin… - Microelectronics …, 2024 - Elsevier
Abstract Hybrid Prognostics and Health Management (PHM) frameworks for light-emitting
diodes (LEDs) seek accurate remaining useful life (RUL) predictions by merging information …

System level reliability assessment for high power light-emitting diode lamp based on a Bayesian network method

MS Ibrahim, J Fan, WKC Yung, Z **g, X Fan… - Measurement, 2021 - Elsevier
The increased system complexity in electronic products brings challenges in a system level
reliability assessment and lifetime estimation. Traditionally, the graph model-based reliability …

[HTML][HTML] Development of a new birthing model material based on silicone rubber/natural rubber blend

P Panmanee, M Okhawilai, P Mora, C Jubsilp… - Polymer Testing, 2023 - Elsevier
A novel material based on silicone rubber (SR) modified with natural rubber (NR) was
developed. Combinations of sulfur/peroxide curing systems were used as crosslinking …

Lifetime prediction of current-and temperature-induced degradation in silicone-encapsulated 365 nm high-power light-emitting diodes

A Herzog, S Benkner, B Zandi, M Buffolo… - IEEE …, 2023 - ieeexplore.ieee.org
We report on the degradation mechanisms and dynamics of silicone encapsulated
ultraviolet A (UV-A) high-power light-emitting diodes (LEDs), with a peak wavelength of. The …

Overview of high-power LED life prediction algorithms

G Sun, Y Bai, Z Zhang - Frontiers in Sustainable Energy Policy, 2024 - frontiersin.org
Life prediction significantly influences the reliability of LED light sources. While high-power
LED light sources theoretically offer a lifespan of up to 100,000 h, irreversible damage to …

Enhancing artificial lighting source's reliability in public libraries: insights into failure analysis and fault diagnosis

H Chen, JJ Lin - 2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
Despite the advancements in artificial lighting technology, such as LEDs, a gap persists
between expected and actual performance outcomes, attributed to conventional reliability …

Perspective estimation of light emitting diode reliability measures based on multiply accelerated long run stress testing backed up by stochastic diffusion process

D Vališ, M Forbelská, Z Vintr, QT La, J Leuchter - Measurement, 2023 - Elsevier
Light emitting diodes (LEDs) are currently a key element of many systems. They provide
main, informational, safety, support and other functions. Their design, size and low-cost …

A gamma process with three sources of variability

LA Rodríguez-Picón, LC Méndez-González… - Symmetry, 2023 - mdpi.com
Degradation modeling requires to consider the complexity of both the internal structure of
highly reliable products and the environmental conditions, to define appropriate models to …

[HTML][HTML] A reliability evaluation method for gamma processes with multiple random effects

Z Zhang, D Gao, T Guan, Y Liang, J Zhao, L Wang… - Machines, 2023 - mdpi.com
The multi-random-effects gamma process has a better characterization effect for degraded
data with individual differences. In this paper, a reliability evaluation method for gamma …