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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 …
High-power white light-emitting diodes (LEDs) have demonstrated superior efficiency and
reliability compared to traditional white light sources. However, ensuring maximum …
reliability compared to traditional white light sources. However, ensuring maximum …
[HTML][HTML] A survey on LED Prognostics and Health Management and uncertainty reduction
Abstract Hybrid Prognostics and Health Management (PHM) frameworks for light-emitting
diodes (LEDs) seek accurate remaining useful life (RUL) predictions by merging information …
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
The increased system complexity in electronic products brings challenges in a system level
reliability assessment and lifetime estimation. Traditionally, the graph model-based reliability …
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
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 …
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
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 …
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 …
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 …
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
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 …
main, informational, safety, support and other functions. Their design, size and low-cost …
A gamma process with three sources of variability
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 …
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 …
data with individual differences. In this paper, a reliability evaluation method for gamma …