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CLC number: O439

On-line Access: 2024-08-27

Received: 2023-10-17

Revision Accepted: 2024-05-08

Crosschecked: 2017-08-14

Cited: 1

Clicked: 7012

Citations:  Bibtex RefMan EndNote GB/T7714

 ORCID:

Jian Hao

http://orcid.org/0000-0002-2419-25083

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Frontiers of Information Technology & Electronic Engineering  2017 Vol.18 No.8 P.1197-1204

http://doi.org/10.1631/FITEE.1500483


Determination of cut-off time of accelerated aging test under temperature stress for LED lamps


Author(s):  Jian Hao, Lei Jing, Hong-liang Ke, Yao Wang, Qun Gao, Xiao-xun Wang, Qiang Sun, Zhi-jun Xu

Affiliation(s):  University of Chinese Academy of Sciences, Beijing 100049, China; more

Corresponding email(s):   sunq@ciomp.ac.cn

Key Words:  LED lamp, Accelerated aging test, Medium lifetime, Moving average error


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Jian Hao, Lei Jing, Hong-liang Ke, Yao Wang, Qun Gao, Xiao-xun Wang, Qiang Sun, Zhi-jun Xu. Determination of cut-off time of accelerated aging test under temperature stress for LED lamps[J]. Frontiers of Information Technology & Electronic Engineering, 2017, 18(8): 1197-1204.

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journal="Frontiers of Information Technology & Electronic Engineering",
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pages="1197-1204",
year="2017",
publisher="Zhejiang University Press & Springer",
doi="10.1631/FITEE.1500483"
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Abstract: 
To acquire a rational minimum cut-off time and the precision of lifetime prediction with respect to cut-off time for the accelerated aging test of LED lamps, fifth-order moving average error estimation is adopted in this paper. Eighteen LED lamps from the same batch are selected for two accelerated aging tests, with 10 samples at 80 °C and eight samples at 85 °C. First, the accelerated lifetime of each lamp is acquired by exponential fitting of the lumen maintenances of the lamp for a certain cut-off time. With the acquired lifetimes of all lamps, the two-parameter Weibull distribution of the failure probability is obtained, and the medium lifetime is calculated. Then, the precision of the medium lifetime prediction for different cut-off times is obtained by moving average error estimation. It is shown that there exists a minimum cut-off time for the accelerated aging test, which can be determined by the variation of the moving average error versus the cut-off time. When the cut-off time is less than this value, the lifetime estimation is irrational. For a given cut-off time, the precision of lifetime prediction can be computed by average error evaluation, and the error of lifetime estimation decreases gradually as the cut-off time increases. The minimum cut-off time and medium lifetime of LED lamps are both sensitive to thermal stress. The minimum cut-off time is 1104 h with the lifetime estimation error of 1.15% for the test at 80 °C, and 936 h with the lifetime estimation error of 1.24% for the test at 85 °C. With the lifetime estimation error of about 0.46%, the median lifetimes are 7310 h and 4598 h for the tests at 80 °C and 85°C, respectively.

This article has been corrected, see doi:10.1631/FITEE.15e0483

LED灯具温度应力加速老化截止时间的确定

概要:在LED灯具加速老化过程中,为获得最小截止时间,对其寿命进行快速预估,本文采用5阶滑动平均误差方法分析数据。选用同批次的16个样本,分别进行80°C和85°C应力条件下的加速老化。首先,采用e指数对光通维持率进行拟合,获得每个灯具的加速寿命,进而采用威布尔分布对加速寿命进行拟合,获得中位寿命。其次,采用平均滑动误差方法,可获取不同截止时间下中位寿命预估误差。结果表明:加速老化过程中,存在最小截止时间,该时间可通过滑动平均误差和截止时间的关系确定;当截止时间小于该值时,寿命预估不合理;寿命预估误差随截止时间增加而逐渐减小。对于该类LED灯具,80℃时最小截止时间为1104小时,寿命预估误差为1.15%;85°C时最小截止时间为936小时,寿命预估误差为1.24%。当寿命估计误差约为0.46%时,80°C和85°C对应的中位寿命分别为7310小时和4598小时。

关键词:LED灯具;加速老化测试;中位寿命;滑动平均误差

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Reference

[1]Cai, M., Yang, D., Tian, K., et al., 2015. Step-stress accelerated testing of high-power LED lamps based on subsystem isolation method. Microelectron. Reliab., 55(9-10): 1784-1789.

[2]Chang, M.H., Das, D., Varde, P.V., et al., 2012. Light emitting diodes reliability review. Microelectron. Reliab., 52(5): 762-782.

[3]Fan, J.J., Yung, K.C., Pecht, M., 2012. Lifetime estimation of high-power white led using degradation-data-driven method. IEEE Trans. Dev. Mater. Reliab., 12(2):470-477.

[4]Fan, J.J., Yung, K.C., Pecht, M., 2014. Prognostics of lumen maintenance for high power white light emitting diodes using an on linear filter-based approach. Reliab. Eng. Syst. Safety, 123:63-72.

[5]Hu, X., Qian, K., 2013. Optimal design of optical system for LED road lighting with high illuminance and luminance uniformity. Appl. Opt., 52(24):5888-5893.

[6]IES, 2008a. Approved Method: Measuring Lumen Maintenance of LED Light Sources, LM-80-08. Illuminating Engineering Society of North America, New York.

[7]IES, 2008b. Electrical and Photometric Measurements of Solid State Lighting Products, LM-79-08. Illuminating Engineering Society of North America, New York.

[8]IES, 2011. Projecting Long Term Lumen Maintenance of LED Light Sources, TM-21-11. Illuminating Engineering Society of North America, New York.

[9]IES, 2014a. Approved Method: Measuring Luminous Flux and Color Maintenance of LED Lamps, Light Engines, and Luminaires, LM-84-14. Illuminating Engineering Society of North America, New York.

[10]IES, 2014b. Projecting Long-Term Luminous Flux Maintenance of LED Lamps and Luminaires, TM-28-14. Illuminating Engineering Society of North America, New York.

[11]Ignacio, V., Isidro, L., Juan, A., 2012. Reliability analysis of LED-based electronic devices. Proc. Eng., 35:260-269.

[12]Jafrancesco, D., Mercatelli, L., Sansoni, P., et al., 2015. Optical design of a light-emitting diode lamp for a maritime lighthouse. Appl. Opt., 54(11):3252-3262.

[13]Koh, S., van Driel, W., Zhang, G.Q., 2011. Degradation of epoxy lens materials in LED systems. 12th Int. Conf. on Thermal, Mechanical and Multi-physics Simulation and Experiments in Microelectronics and Microsystems, p.1/5-5/5.

[14]Koh, S., Yuan, C., Sun, B., et al., 2013. Product level accelerated lifetime test for indoor luminaires. 14th Int. Conf. on Thermal, Mechanical and Multi-physics Simulation and Experiments in Microelectronics and Microsystems, p.1-6.

[15]Lall, P., Wei, J., 2015. Prediction of L70 life and assessment of color shift for solid-state lighting using Kalman filter and extended Kalman filter-based models. IEEE Trans. Dev. Mater. Reliab., 15(1):54-68.

[16]Narendran, N., Gu, Y., 2005. Life of LED-based white light sources. J. Display Technol., 1(1):167-171.

[17]Qian, C., Fan, X.J., Fan, J.J., et al., 2015. An accelerated test method of luminous flux depreciation for LED luminaires and lamps. Reliab. Eng. Syst. Safety, 147:84-92.

[18]Ren, R., Yang, D., Cai, M., et al., 2012. Reliability assessment of LED luminaires based on step-stress accelerated degradation test. 13th Int. Conf. on Electronic Packaging Technology & High Density Packaging, p.1495-1499.

[19]Shi, D., Feng, S., Zhang, Y., et al., 2015. Thermal investigation of LED array with multiple packages based on the superposition method. Microelectron. J., 46(7):632-636.

[20]Tan, C.M., Singh, P., 2014. Time evolution degradation physics in high power white LEDs under high temperature-humidity conditions. IEEE Trans. Dev. Mater. Reliab., 14(2):742-750.

[21]Tang, H., Yang, D.G., Zhang, G.Q., et al., 2012. Multi-physics simulation and reliability analysis for LED luminaires under step stress accelerated degradation test. 13th Int. Conf. on Thermal, Mechanical and Multi-physics Simulation and Experiments in Microelectronics and Microsystems, p.1/5-5/5.

[22]Zhang, L.F., Xie, M., Tang, L.C., 2006. Bias correction for the least squares estimator of Weibull shape parameter with complete and censored data. Reliab. Eng. Syst. Safety, 91(8):930-939.

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