TY - JOUR
T1 - Characterization and Image-Based Performance Evaluation on the Longevity of LCDs under High Temperature and Humid Environment
AU - Chang, Yu Kai
AU - Chen, Kuo Shen
AU - Chen, Chun Chih
N1 - Funding Information:
Manuscript received September 18, 2019; revised October 27, 2019; accepted November 24, 2019. Date of publication December 4, 2019; date of current version March 6, 2020. This work was supported by in part by the Ministry of Science and Technology of Taiwan Government under Contract 105-2221-E-006-074-MY3, Contract 107-2622-8-006-015, and Contract 108-2622-8-006-014, and in part by the Silicon Valley Foundation (USA) under Contract CG 588921. (Corresponding author: Kuo-Shen Chen.) Y.-K. Chang is with Aerospace Industrial Development Corporation, Taichung 407, Taiwan.
Publisher Copyright:
© 2001-2011 IEEE.
PY - 2020/3
Y1 - 2020/3
N2 - Quality inspection and long term reliability of liquid crystal displays (LCDs) are critical for product assurance. In this work, the degradation of LCDs under both high temperature (90°C) and high humidity (near 100%) are characterized as a reference for related product reliability test in accelerating manner. Traditionally, manually inspection is performed for finding display defects such as Mura. Such an approach could be biased easily by subjective opinions and a more objective evaluation should be sought. In this paper, a computer-based inspection approach is proposed for addressing this need through a systematic design of LCD durability test. By capturing standard LCD display images during operation and perform essential image processing, it is possible to evaluate defect quantitatively. After each heating period, the LCD images are taken and analyzed either by Otsu thresholding or by analyzing their statistical properties in the gray level histograms. The results indicate that these image-based methods are highly correlated and therefore can be adapted as the measures of display qualities. The mean time to failure is characterized as 1500 hours under the testing condition. Meanwhile, both the Young's modulus and warpage testing of the polarizer and the diffuser membranes of the LCDs, as well as the essential finite element deformation analyses, are performed for correlating the display performance of the LCDs. It is found that the resulted warpage and the reported Mura are also highly correlated. This provides a rational approach for improving device longevity based on fundamental mechanics.
AB - Quality inspection and long term reliability of liquid crystal displays (LCDs) are critical for product assurance. In this work, the degradation of LCDs under both high temperature (90°C) and high humidity (near 100%) are characterized as a reference for related product reliability test in accelerating manner. Traditionally, manually inspection is performed for finding display defects such as Mura. Such an approach could be biased easily by subjective opinions and a more objective evaluation should be sought. In this paper, a computer-based inspection approach is proposed for addressing this need through a systematic design of LCD durability test. By capturing standard LCD display images during operation and perform essential image processing, it is possible to evaluate defect quantitatively. After each heating period, the LCD images are taken and analyzed either by Otsu thresholding or by analyzing their statistical properties in the gray level histograms. The results indicate that these image-based methods are highly correlated and therefore can be adapted as the measures of display qualities. The mean time to failure is characterized as 1500 hours under the testing condition. Meanwhile, both the Young's modulus and warpage testing of the polarizer and the diffuser membranes of the LCDs, as well as the essential finite element deformation analyses, are performed for correlating the display performance of the LCDs. It is found that the resulted warpage and the reported Mura are also highly correlated. This provides a rational approach for improving device longevity based on fundamental mechanics.
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U2 - 10.1109/TDMR.2019.2957422
DO - 10.1109/TDMR.2019.2957422
M3 - Article
AN - SCOPUS:85076264903
SN - 1530-4388
VL - 20
SP - 42
EP - 50
JO - IEEE Transactions on Device and Materials Reliability
JF - IEEE Transactions on Device and Materials Reliability
IS - 1
M1 - 8922749
ER -