Genetic algorithm-based structural optimization of foldable OLED panels

IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Journal of the Society for Information Display Pub Date : 2025-02-19 DOI:10.1002/jsid.2032
Qibin Feng, Chen Zheng, Zhe Dong, Yusong Guo, Zi Wang, Guoqiang Lv
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Abstract

OLEDs are playing an important role in flexible displays, smart wearable, in-vehicle displays, and other fields. Foldable OLED panels consist of multiple layers of film. To ensure the reliability, some key films such as the OLED should be placed on the neutral plane, which is usually achieved by adjusting the thickness of each layer. In this paper, genetic algorithm is introduced to find the optimum configurations of the thickness of each layer. Based on the mathematical express of the stress happening on each film when an OLED panel is folded, the objective function can be defined and the optical thicknesses of some layers can be got. The simulation results show that with such optical thickness configuration, the stresses on key films can effectively reduce. The method proposed in the paper can help improve the folding performance of a foldable OLED panel.

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基于遗传算法的可折叠OLED面板结构优化
有机发光二极管在柔性显示器、智能可穿戴设备、车载显示器等领域发挥着重要作用。可折叠 OLED 面板由多层薄膜组成。为确保可靠性,一些关键薄膜(如 OLED)应放置在中性面上,这通常通过调整每层薄膜的厚度来实现。本文引入遗传算法来寻找各层厚度的最佳配置。根据 OLED 面板折叠时各薄膜所受应力的数学表达式,可以定义目标函数,并得到某些层的光学厚度。仿真结果表明,通过这样的光学厚度配置,可以有效降低关键薄膜上的应力。本文提出的方法有助于提高可折叠 OLED 面板的折叠性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of the Society for Information Display
Journal of the Society for Information Display 工程技术-材料科学:综合
CiteScore
4.80
自引率
8.70%
发文量
98
审稿时长
3 months
期刊介绍: The Journal of the Society for Information Display publishes original works dealing with the theory and practice of information display. Coverage includes materials, devices and systems; the underlying chemistry, physics, physiology and psychology; measurement techniques, manufacturing technologies; and all aspects of the interaction between equipment and its users. Review articles are also published in all of these areas. Occasional special issues or sections consist of collections of papers on specific topical areas or collections of full length papers based in part on oral or poster presentations given at SID sponsored conferences.
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