首页 > 最新文献

Journal of the Society for Information Display最新文献

英文 中文
The latest milestone in WOLED technology for OLED TV and IT displays: Enhancing efficiency, color gamut, and longevity OLED电视和IT显示器的WOLED技术的最新里程碑:提高效率,色域和寿命
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-03-31 DOI: 10.1002/jsid.2066
Jung-Keun Kim, Byung-Soo Kim, Ji-Hyang Jang, Hong-Seok Choi, Byung-Gun Ahn, Mi-Young Han, Chang-Je Sung, Ji-Ho Baek, Sung-Joon Bae, Woo-Sup Shin, Hyeon-Woo Lee, Soo-Young Yoon

This study introduces recent innovative progress in white organic light emitting diode (WOLED) technology for premium OLED TV and IT displays. By fabricating a four-stack tandem device consisting of red, first blue, green, and second blue devices in sequence from the anode, we could achieve a current efficiency of the WOLED up to 134 cd/A at 10 mA/cm2, resulting in enhanced efficiency for red, green, and blue subpixels after transmitting color filters. The new OLED TV implementing the four-stack WOLED technology reached luminance levels of 2,900, 1,000, and 400 nit at the average picture level (APL) of 3%, 25%, and 100%, respectively, and a flash peak luminance of 4,000 nit. Since the four-stack device uses red, green, and blue dopants of saturated color, eliminating yellow green (YG) dopant used for our previous WOLEDs, its color gamut in the Broadcasting service Television (BT)-2020 standard was widen up to 83%. We will explain how to enhance the efficiency and the lifetime in terms of device structure and materials.

本研究介绍了用于优质OLED电视和IT显示器的白色有机发光二极管(WOLED)技术的最新创新进展。通过从阳极依次制造由红色、第一蓝色、绿色和第二蓝色器件组成的四层串联器件,我们可以实现WOLED在10 mA/cm2下高达134 cd/ a的电流效率,从而在发射彩色滤光片后提高红、绿、蓝子像素的效率。采用四层WOLED技术的新型OLED电视在平均图像水平(APL)分别为3%、25%和100%时,亮度水平分别达到2,900、1,000和400尼特,闪光峰值亮度达到4,000尼特。由于四层器件使用饱和色的红、绿、蓝掺杂剂,消除了我们以前WOLEDs中使用的黄绿色(YG)掺杂剂,因此其在广播业务电视(BT)-2020标准中的色域拓宽了83%。我们将从器件结构和材料方面说明如何提高效率和寿命。
{"title":"The latest milestone in WOLED technology for OLED TV and IT displays: Enhancing efficiency, color gamut, and longevity","authors":"Jung-Keun Kim,&nbsp;Byung-Soo Kim,&nbsp;Ji-Hyang Jang,&nbsp;Hong-Seok Choi,&nbsp;Byung-Gun Ahn,&nbsp;Mi-Young Han,&nbsp;Chang-Je Sung,&nbsp;Ji-Ho Baek,&nbsp;Sung-Joon Bae,&nbsp;Woo-Sup Shin,&nbsp;Hyeon-Woo Lee,&nbsp;Soo-Young Yoon","doi":"10.1002/jsid.2066","DOIUrl":"10.1002/jsid.2066","url":null,"abstract":"<p>This study introduces recent innovative progress in white organic light emitting diode (WOLED) technology for premium OLED TV and IT displays. By fabricating a four-stack tandem device consisting of red, first blue, green, and second blue devices in sequence from the anode, we could achieve a current efficiency of the WOLED up to 134 cd/A at 10 mA/cm<sup>2</sup>, resulting in enhanced efficiency for red, green, and blue subpixels after transmitting color filters. The new OLED TV implementing the four-stack WOLED technology reached luminance levels of 2,900, 1,000, and 400 nit at the average picture level (APL) of 3%, 25%, and 100%, respectively, and a flash peak luminance of 4,000 nit. Since the four-stack device uses red, green, and blue dopants of saturated color, eliminating yellow green (YG) dopant used for our previous WOLEDs, its color gamut in the Broadcasting service Television (BT)-2020 standard was widen up to 83%. We will explain how to enhance the efficiency and the lifetime in terms of device structure and materials.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 5","pages":"390-397"},"PeriodicalIF":2.2,"publicationDate":"2025-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144598739","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ADS display mode gaming TV compatible with G-sync ADS显示模式游戏电视兼容G-sync
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-03-31 DOI: 10.1002/jsid.2051
Dongchuan Chen, Tao Yang, Lingdan Bo, Yanping Liao, Seungmin Lee, Zhangtao Wang, Xibin Shao, Yingmeng Miao, Yingying Qu, Pengfei Hu

The impact of pixel leakage current and liquid crystal flexoelectric effect on flicker were studied with simulation and measurement methods. The impact rule of pixel architecture, TFT voltage, electrode design, liquid crystal material, driving signal, and other factors is obtained, and the key factors under different conditions are identified. The pixel design and liquid crystal mixture development scheme under different conditions are proposed, and a strategy of data voltage modulation at the blanking period combined with frequency-wise ACC brightness compensation is established to reduce flicker. Based on the proposed total flicker optimization scheme, flicker lower than -50 dB is achieved on 55/65/75 in. products when swapping between 48/120 Hz every 200 ms, meeting the G-Sync flicker standard.

采用仿真和测量方法,研究了像元泄漏电流和液晶挠曲电效应对闪烁的影响。得到了像元结构、TFT电压、电极设计、液晶材料、驱动信号等因素的影响规律,识别了不同条件下的关键因素。提出了不同条件下的像素设计和液晶混合显影方案,并提出了一种消隐期数据电压调制结合逐频ACC亮度补偿的策略来减少闪烁。基于所提出的总闪烁优化方案,在55/65/75 in上实现了低于-50 dB的闪烁。每200毫秒在48/120 Hz之间切换时,符合G-Sync闪烁标准。
{"title":"ADS display mode gaming TV compatible with G-sync","authors":"Dongchuan Chen,&nbsp;Tao Yang,&nbsp;Lingdan Bo,&nbsp;Yanping Liao,&nbsp;Seungmin Lee,&nbsp;Zhangtao Wang,&nbsp;Xibin Shao,&nbsp;Yingmeng Miao,&nbsp;Yingying Qu,&nbsp;Pengfei Hu","doi":"10.1002/jsid.2051","DOIUrl":"10.1002/jsid.2051","url":null,"abstract":"<p>The impact of pixel leakage current and liquid crystal flexoelectric effect on flicker were studied with simulation and measurement methods. The impact rule of pixel architecture, TFT voltage, electrode design, liquid crystal material, driving signal, and other factors is obtained, and the key factors under different conditions are identified. The pixel design and liquid crystal mixture development scheme under different conditions are proposed, and a strategy of data voltage modulation at the blanking period combined with frequency-wise ACC brightness compensation is established to reduce flicker. Based on the proposed total flicker optimization scheme, flicker lower than -50 dB is achieved on 55/65/75 in. products when swapping between 48/120 Hz every 200 ms, meeting the G-Sync flicker standard.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 5","pages":"360-370"},"PeriodicalIF":2.2,"publicationDate":"2025-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144598736","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Developing large language models for display industrial knowledge: Data augmentation, training techniques, and evaluation strategies 开发显示工业知识的大型语言模型:数据增强、训练技术和评估策略
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-03-31 DOI: 10.1002/jsid.2064
Bingqian Wang, Lixin Wang, Qingqing Sun, Yulan Hu, Yuyu Liu, Xingqun Jiang

Large Language Models (LLMs) can be applied to many fields in the display industry. However, general LLMs lack domain-specific knowledge and specialized terminology understanding, which results in inaccurate responses when applied to industrial question-answering(Q&A) scenarios. To address this issue, this work introduces a framework of Large Language Model training to effectively import the Display Industry Knowledge. This framework is specifically designed to enhance the comprehension ability of LLMs on the knowledge from the display industry field by improving specialized data governance, knowledge distillation techniques, data augmentation strategies, and continual pre-training mechanisms. This approach not only significantly improves the model's performance in Q&A applications within the display industry but also prevents catastrophic forgetting of common knowledge. Experimental results demonstrate the effectiveness of these techniques. We hope that this work can be also helpful for the customization of LLMs in other specialized domains.

大型语言模型(llm)可以应用于显示行业的许多领域。然而,一般法学硕士缺乏特定领域的知识和专业术语的理解,这导致在应用于工业问答(Q&;A)场景时的反应不准确。为了解决这一问题,本文引入了一个大型语言模型训练框架,以有效地导入显示行业知识。该框架旨在通过改进专门的数据治理、知识蒸馏技术、数据增强策略和持续预训练机制,增强法学硕士对显示行业领域知识的理解能力。这种方法不仅显著提高了模型在显示行业的Q&;A应用中的性能,而且还防止了常识的灾难性遗忘。实验结果证明了这些技术的有效性。我们希望这项工作也能对其他专业llm的定制有所帮助。
{"title":"Developing large language models for display industrial knowledge: Data augmentation, training techniques, and evaluation strategies","authors":"Bingqian Wang,&nbsp;Lixin Wang,&nbsp;Qingqing Sun,&nbsp;Yulan Hu,&nbsp;Yuyu Liu,&nbsp;Xingqun Jiang","doi":"10.1002/jsid.2064","DOIUrl":"10.1002/jsid.2064","url":null,"abstract":"<p>Large Language Models (LLMs) can be applied to many fields in the display industry. However, general LLMs lack domain-specific knowledge and specialized terminology understanding, which results in inaccurate responses when applied to industrial question-answering(Q&amp;A) scenarios. To address this issue, this work introduces a framework of Large Language Model training to effectively import the Display Industry Knowledge. This framework is specifically designed to enhance the comprehension ability of LLMs on the knowledge from the display industry field by improving specialized data governance, knowledge distillation techniques, data augmentation strategies, and continual pre-training mechanisms. This approach not only significantly improves the model's performance in Q&amp;A applications within the display industry but also prevents catastrophic forgetting of common knowledge. Experimental results demonstrate the effectiveness of these techniques. We hope that this work can be also helpful for the customization of LLMs in other specialized domains.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 5","pages":"380-389"},"PeriodicalIF":2.2,"publicationDate":"2025-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144598738","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Color-tunable powder electroluminescent device controlled by applied frequency 颜色可调的粉末电致发光装置,由施加频率控制
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-03-31 DOI: 10.1002/jsid.2050
Shinichiro Abe, Kaito Toda, Takahisa Ueno, Toshifumi Satoh, Shota Tsuneyasu

We fabricated light-emitting layers consisting of an inorganic phosphor and multicolored fluorescent dyes and successfully controlled the emission color of a powder electroluminescent device, ranging from reddish light-blue to purple, by inducing multistage energy transfer between them and controlling the transfer through the applied frequency.

我们制作了由无机荧光粉和彩色荧光染料组成的发光层,并通过诱导它们之间的多级能量转移和通过施加频率控制转移,成功地控制了粉末电致发光器件的发射颜色,从红浅蓝色到紫色。
{"title":"Color-tunable powder electroluminescent device controlled by applied frequency","authors":"Shinichiro Abe,&nbsp;Kaito Toda,&nbsp;Takahisa Ueno,&nbsp;Toshifumi Satoh,&nbsp;Shota Tsuneyasu","doi":"10.1002/jsid.2050","DOIUrl":"10.1002/jsid.2050","url":null,"abstract":"<p>We fabricated light-emitting layers consisting of an inorganic phosphor and multicolored fluorescent dyes and successfully controlled the emission color of a powder electroluminescent device, ranging from reddish light-blue to purple, by inducing multistage energy transfer between them and controlling the transfer through the applied frequency.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 5","pages":"353-359"},"PeriodicalIF":2.2,"publicationDate":"2025-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144598735","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A 1.33 μV/e− voltage mode active pixel sensor with threshold voltage compensation for dynamic X-ray imaging 一种具有阈值电压补偿的1.33 μV/e−电压模式有源像素传感器用于动态x射线成像
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-03-31 DOI: 10.1002/jsid.2053
Jiangbo Hu, Yuhan Zhang, Congwei Liao, Shengdong Zhang

This paper proposes a high-gain voltage-mode active pixel sensor (V-APS) for high-frame-rate dynamic X-ray imaging. Due to a source–follower structure, the proposed active pixel circuit exhibits superior linearity compared with current-mode APS. And a shared programmable-gain amplifier (PGA) is employed to provide secondary-stage amplification, mitigating the gain limitation of the source–follower structure. The charge-to-voltage gain of the proposed V-APS achieves 1.33 μV/e with a nonlinearity of 0.38%. Furthermore, threshold voltage (VT) variation and shift of amplifying transistors in pixels and PGAs can be compensated by using dual-gate thin-film transistor technology. In comparison with conventional 3-T V-APS, the proposed one features a significant decrease of output voltage error rate from 43.67% to 0.79% at a VT shift of ±0.5 V.

提出了一种用于高帧率动态x射线成像的高增益电压型有源像素传感器(V-APS)。由于源-跟随器结构,与电流型APS相比,所提出的有源像素电路具有更好的线性度。采用共享可编程增益放大器(PGA)提供二级放大,减轻了源跟随器结构的增益限制。V-APS的电荷电压增益达到1.33 μV/e -,非线性度为0.38%。此外,采用双栅薄膜晶体管技术可以补偿放大晶体管在像素和PGAs中的阈值电压变化和位移。与传统的3-T V- aps相比,在VT移频±0.5 V时,输出电压错误率从43.67%显著降低到0.79%。
{"title":"A 1.33 μV/e− voltage mode active pixel sensor with threshold voltage compensation for dynamic X-ray imaging","authors":"Jiangbo Hu,&nbsp;Yuhan Zhang,&nbsp;Congwei Liao,&nbsp;Shengdong Zhang","doi":"10.1002/jsid.2053","DOIUrl":"10.1002/jsid.2053","url":null,"abstract":"<p>This paper proposes a high-gain voltage-mode active pixel sensor (V-APS) for high-frame-rate dynamic X-ray imaging. Due to a source–follower structure, the proposed active pixel circuit exhibits superior linearity compared with current-mode APS. And a shared programmable-gain amplifier (PGA) is employed to provide secondary-stage amplification, mitigating the gain limitation of the source–follower structure. The charge-to-voltage gain of the proposed V-APS achieves 1.33 μV/e<sup>−</sup> with a nonlinearity of 0.38%. Furthermore, threshold voltage (<i>V</i><sub>T</sub>) variation and shift of amplifying transistors in pixels and PGAs can be compensated by using dual-gate thin-film transistor technology. In comparison with conventional 3-T V-APS, the proposed one features a significant decrease of output voltage error rate from 43.67% to 0.79% at a <i>V</i><sub>T</sub> shift of ±0.5 V.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 5","pages":"371-379"},"PeriodicalIF":2.2,"publicationDate":"2025-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144598737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Measuring and characterizing the diffractive component in display reflection 测量和表征显示器反射中的衍射分量
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-03-29 DOI: 10.1002/jsid.2060
Ingo Rotscholl, Kilian Kirchhoff, Alexander Voelz, Udo Krüger

We present and validate an easy-to-setup approach to measure the reflection properties of displays. It is based on a wide field of view conoscopic lens in conjunction with an orientation detection algorithm. Using this approach, we can measure not only the specular, haze, and Lambertian components of display reflection but also the diffractive component. We then investigate the fundamental dependencies of this fourth reflection component through a series of measurements using a variable aperture source and an LC and OLED display. Through these experiments, we can show that the diffractive component scales linearly with the light source's luminance and depends on the angular subtense of the light source.

我们提出并验证了一种易于设置的方法来测量显示器的反射特性。它是基于一个宽视场的conconscopic镜头结合一个方向检测算法。利用这种方法,我们不仅可以测量显示反射的镜面分量、雾度分量和朗伯分量,还可以测量衍射分量。然后,我们通过使用可变孔径光源和LC和OLED显示器进行一系列测量,研究了第四反射组件的基本依赖关系。通过这些实验,我们可以表明,衍射分量与光源的亮度成线性关系,并取决于光源的角强度。
{"title":"Measuring and characterizing the diffractive component in display reflection","authors":"Ingo Rotscholl,&nbsp;Kilian Kirchhoff,&nbsp;Alexander Voelz,&nbsp;Udo Krüger","doi":"10.1002/jsid.2060","DOIUrl":"10.1002/jsid.2060","url":null,"abstract":"<p>We present and validate an easy-to-setup approach to measure the reflection properties of displays. It is based on a wide field of view conoscopic lens in conjunction with an orientation detection algorithm. Using this approach, we can measure not only the specular, haze, and Lambertian components of display reflection but also the diffractive component. We then investigate the fundamental dependencies of this fourth reflection component through a series of measurements using a variable aperture source and an LC and OLED display. Through these experiments, we can show that the diffractive component scales linearly with the light source's luminance and depends on the angular subtense of the light source.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 5","pages":"324-334"},"PeriodicalIF":2.2,"publicationDate":"2025-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144598484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
5009-ppi, 10000-cd/m2, OLED/OS/Si structure display with built-in CPU and display driver 5009-ppi, 10000-cd/m2, OLED/OS/Si结构显示屏,内置CPU和显示驱动
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-03-29 DOI: 10.1002/jsid.2058
Yuki Tamatsukuri, Akitsugu Miyairi, Shoki Miyata, Minato Ito, Toshihiko Saito, Masashi Fujita, Munehiro Kozuma, Hidetomo Kobayashi, Yuto Yakubo, Tsutomu Murakawa, Yuichi Yanagisawa, Masahiro Katayama, Toshihiko Takeuchi, Yutaka Okazaki, Yasumasa Yamane, Takaaki Nagata, Daiki Nakamura, Toshiyuki Isa, Shunpei Yamazaki

This study developed an organic light-emitting diode display featuring c-axis-aligned crystalline oxide semiconductor (CAAC-OS) field-effect transistors (FETs) monolithically stacked over silicon (Si) FETs. This display achieved a definition of 5,009 ppi and a luminance of 10,000 cd/m2. Below the display pixels incorporating CAAC-OS FETs, both source and scan drivers and a central processing unit (CPU; Cortex-M0) were integrated using Si FETs without widening the bezel. The findings indicate that the built-in CPU enables amplifier offset compensation, which is necessary for image quality correction, and that functional circuits beyond the display driver can operate on a Si substrate.

本研究开发了一种有机发光二极管显示器,其特征是c轴排列的晶体氧化物半导体(CAAC-OS)场效应晶体管(fet)单片堆叠在硅(Si)场效应晶体管上。该显示器实现了5009ppi的清晰度和10000 cd/m2的亮度。在包含CAAC-OS fet的显示像素下方,源和扫描驱动程序以及中央处理单元(CPU;Cortex-M0)采用Si fet集成而不加宽边框。研究结果表明,内置CPU可以实现放大器偏移补偿,这是图像质量校正所必需的,并且显示驱动器以外的功能电路可以在Si衬底上运行。
{"title":"5009-ppi, 10000-cd/m2, OLED/OS/Si structure display with built-in CPU and display driver","authors":"Yuki Tamatsukuri,&nbsp;Akitsugu Miyairi,&nbsp;Shoki Miyata,&nbsp;Minato Ito,&nbsp;Toshihiko Saito,&nbsp;Masashi Fujita,&nbsp;Munehiro Kozuma,&nbsp;Hidetomo Kobayashi,&nbsp;Yuto Yakubo,&nbsp;Tsutomu Murakawa,&nbsp;Yuichi Yanagisawa,&nbsp;Masahiro Katayama,&nbsp;Toshihiko Takeuchi,&nbsp;Yutaka Okazaki,&nbsp;Yasumasa Yamane,&nbsp;Takaaki Nagata,&nbsp;Daiki Nakamura,&nbsp;Toshiyuki Isa,&nbsp;Shunpei Yamazaki","doi":"10.1002/jsid.2058","DOIUrl":"10.1002/jsid.2058","url":null,"abstract":"<p>This study developed an organic light-emitting diode display featuring c-axis-aligned crystalline oxide semiconductor (CAAC-OS) field-effect transistors (FETs) monolithically stacked over silicon (Si) FETs. This display achieved a definition of 5,009 ppi and a luminance of 10,000 cd/m<sup>2</sup>. Below the display pixels incorporating CAAC-OS FETs, both source and scan drivers and a central processing unit (CPU; Cortex-M0) were integrated using Si FETs without widening the bezel. The findings indicate that the built-in CPU enables amplifier offset compensation, which is necessary for image quality correction, and that functional circuits beyond the display driver can operate on a Si substrate.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 5","pages":"314-323"},"PeriodicalIF":2.2,"publicationDate":"2025-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jsid.2058","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144598483","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Early detection of crack vulnerability in foldable displays through critical angle curvature analysis 基于临界角曲率分析的可折叠显示器裂纹脆弱性早期检测
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-03-29 DOI: 10.1002/jsid.2065
Kyongtae Park, Jaewoong Kim, Dongso Kim

Foldable displays have become integral to consumer electronics, yet they remain susceptible to mechanical failures, particularly cracks in the hinge region caused by repeated mechanical stress. This study introduces an artificial intelligence (AI)-based method to predict and prevent crack formation by analyzing hinge surface curvature measurements captured within 0.2 seconds of unfolding to 160°, at critical vulnerable angles, using Principal Component Analysis (PCA) and uncertainty quantification with k-Nearest Neighbors (k-NN). A mathematical model incorporating exponential distance-based weighting quantified classification uncertainties, distinguishing confidently classified samples from uncertain cases. Furthermore, an AI-driven scoring model was validated through leave-one-out cross-validation (LOOCV) on an expanded dataset of 200 samples. This model successfully translates complex curvature data into numerical scores, achieving an F1 score of 0.9692 under conditions ensuring zero false positives, thus preventing defective products from reaching customers. This approach significantly enhances quality control in foldable display manufacturing.

可折叠显示器已经成为消费电子产品不可或缺的一部分,但它们仍然容易受到机械故障的影响,特别是由重复机械应力引起的铰链区域裂纹。本研究引入了一种基于人工智能(AI)的方法,通过使用主成分分析(PCA)和k-近邻(k-NN)的不确定性量化,分析在关键脆弱角度展开到160°的0.2秒内捕获的铰链表面曲率,来预测和防止裂纹形成。结合指数距离加权的数学模型量化了分类的不确定性,将自信分类的样本与不确定的情况区分开来。此外,在200个样本的扩展数据集上,通过留一交叉验证(LOOCV)验证了人工智能驱动的评分模型。该模型成功地将复杂曲率数据转化为数值得分,在确保零误报的条件下F1得分为0.9692,从而避免了不良产品到达客户手中。这种方法大大提高了可折叠显示器制造的质量控制。
{"title":"Early detection of crack vulnerability in foldable displays through critical angle curvature analysis","authors":"Kyongtae Park,&nbsp;Jaewoong Kim,&nbsp;Dongso Kim","doi":"10.1002/jsid.2065","DOIUrl":"10.1002/jsid.2065","url":null,"abstract":"<p>Foldable displays have become integral to consumer electronics, yet they remain susceptible to mechanical failures, particularly cracks in the hinge region caused by repeated mechanical stress. This study introduces an artificial intelligence (AI)-based method to predict and prevent crack formation by analyzing hinge surface curvature measurements captured within 0.2 seconds of unfolding to 160°, at critical vulnerable angles, using Principal Component Analysis (PCA) and uncertainty quantification with k-Nearest Neighbors (k-NN). A mathematical model incorporating exponential distance-based weighting quantified classification uncertainties, distinguishing confidently classified samples from uncertain cases. Furthermore, an AI-driven scoring model was validated through leave-one-out cross-validation (LOOCV) on an expanded dataset of 200 samples. This model successfully translates complex curvature data into numerical scores, achieving an F1 score of 0.9692 under conditions ensuring zero false positives, thus preventing defective products from reaching customers. This approach significantly enhances quality control in foldable display manufacturing.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 5","pages":"344-352"},"PeriodicalIF":2.2,"publicationDate":"2025-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144598486","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High-efficiency continuous multiple-quantum-well red AlGaInP μLED with reduced crosstalk for AR light engines AR光引擎用减少串扰的高效连续多量子阱红色AlGaInP μLED
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-03-29 DOI: 10.1002/jsid.2063
Yizhou Qian, Seok-Lyul Lee, Shin-Tson Wu

We develop both electrical and optical models to optimize the light efficiency and minimize the crosstalk of continuous multiple-quantum-well (CMQW) red AlGaInP μLED with a 2.4-μm pixel size for augmented reality (AR) applications. Our simulation results agree with the reported experimental data well. We also analyze the physical mechanisms and propose two methods to improve light extraction efficiency (LEE). By redirecting the reflected wave and implementing meta-atoms in the device structure, the LEE of CMQW red AlGaInP μLED is improved by ~30% while suppressing the crosstalk between adjacent pixels. In addition, by implementing a carbon black matrix, the crosstalk is reduced by ~5x while keeping a relatively high efficiency. As a result, the image blur is alleviated, and image quality is significantly improved. These high-efficiency red μLEDs will help reduce the power consumption of emerging full-color AR glasses.

我们开发了电学和光学模型,以优化连续多量子阱(CMQW)红色AlGaInP μLED的光效,并将串扰最小化,其像素尺寸为2.4 μm,用于增强现实(AR)应用。模拟结果与实验数据吻合较好。我们还分析了光提取的物理机制,并提出了两种提高光提取效率的方法。通过重定向反射波并在器件结构中加入元原子,在抑制相邻像素间串扰的同时,使CMQW红色AlGaInP μLED的LEE提高了约30%。此外,通过实现炭黑矩阵,串扰减少了约5倍,同时保持了相对较高的效率。从而减轻了图像的模糊,显著提高了图像质量。这些高效的红色μ led将有助于降低新兴全彩AR眼镜的功耗。
{"title":"High-efficiency continuous multiple-quantum-well red AlGaInP μLED with reduced crosstalk for AR light engines","authors":"Yizhou Qian,&nbsp;Seok-Lyul Lee,&nbsp;Shin-Tson Wu","doi":"10.1002/jsid.2063","DOIUrl":"10.1002/jsid.2063","url":null,"abstract":"<p>We develop both electrical and optical models to optimize the light efficiency and minimize the crosstalk of continuous multiple-quantum-well (CMQW) red AlGaInP μLED with a 2.4-μm pixel size for augmented reality (AR) applications. Our simulation results agree with the reported experimental data well. We also analyze the physical mechanisms and propose two methods to improve light extraction efficiency (LEE). By redirecting the reflected wave and implementing meta-atoms in the device structure, the LEE of CMQW red AlGaInP μLED is improved by ~30% while suppressing the crosstalk between adjacent pixels. In addition, by implementing a carbon black matrix, the crosstalk is reduced by ~5x while keeping a relatively high efficiency. As a result, the image blur is alleviated, and image quality is significantly improved. These high-efficiency red μLEDs will help reduce the power consumption of emerging full-color AR glasses.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 5","pages":"335-343"},"PeriodicalIF":2.2,"publicationDate":"2025-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144598485","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Highly efficient and bright green quantum-rod light-emitting diodes with eliminated charge leakage 高效和明亮的绿色量子棒发光二极管,消除电荷泄漏
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-03-26 DOI: 10.1002/jsid.2054
Kumar Mallem, Maksym F. Prodanov, Zebing Liao, Meiqi Sun, Jianxin Song, Debjyoti Bhadra, Abhishek K. Srivastava

The external quantum efficiency (EQE) of QLEDs reaches a theoretical limit of about 25%, primarily constrained by light outcoupling efficiency (ƞout). In contrast, quantum rods (QRs) provide directional light emissions that can exceed the ƞout limitations of spherical QDs, potentially double the EQE of LEDs. However, developing high-efficiency QRLEDs faces several challenges, such as low quantum yield of the QRs and charge imbalance in the device. Recent advancements in QRLEDs have achieved an EQE of 22%, and the study focuses on red QRs only. Expanding QRLEDs for full-color displays is essential for producing highly efficient green QRs. In this work, we synthesized highly efficient green CdSe/CdxZn1-xS QRs at an emission wavelength of 518 nm, achieving a quantum yield of over 95%. We identified two pathways of electron leakage in QRLEDs at the organic/inorganic interface, ultimately limiting the device's efficiency. We improved the device efficiency by mitigating electron leakage and enhancing hole injection in QRLEDs using multi-stacked HTLs. As a result, QRLEDs achieved record-breaking performance metrics: an EQE of 19.4%, a current efficiency of 72 cd/A, and a luminance of 320,000 cd/m2.

qled的外量子效率(EQE)达到约25%的理论极限,主要受光脱耦效率的限制(ƞout)。相比之下,量子棒(QRs)提供的定向光发射可以超过球形量子点ƞout的限制,可能是led的EQE的两倍。然而,开发高效的qrled面临着qr的低量子产率和器件内电荷不平衡等挑战。qrled的最新进展已经实现了22%的EQE,并且该研究仅关注红色qr。将qrled扩展到全彩显示器对于生产高效的绿色qr至关重要。在这项工作中,我们在518 nm的发射波长下合成了高效的绿色CdSe/CdxZn1-xS QRs,实现了95%以上的量子产率。我们确定了qrled在有机/无机界面上的两种电子泄漏途径,最终限制了器件的效率。我们通过多层HTLs减少电子泄漏和增强qrled的空穴注入来提高器件效率。因此,qrled实现了破纪录的性能指标:EQE为19.4%,电流效率为72 cd/ a,亮度为320,000 cd/m2。
{"title":"Highly efficient and bright green quantum-rod light-emitting diodes with eliminated charge leakage","authors":"Kumar Mallem,&nbsp;Maksym F. Prodanov,&nbsp;Zebing Liao,&nbsp;Meiqi Sun,&nbsp;Jianxin Song,&nbsp;Debjyoti Bhadra,&nbsp;Abhishek K. Srivastava","doi":"10.1002/jsid.2054","DOIUrl":"10.1002/jsid.2054","url":null,"abstract":"<p>The external quantum efficiency (EQE) of QLEDs reaches a theoretical limit of about 25%, primarily constrained by light outcoupling efficiency (<i>ƞ</i><sub><i>out</i></sub>). In contrast, quantum rods (QRs) provide directional light emissions that can exceed the <i>ƞ</i><sub><i>out</i></sub> limitations of spherical QDs, potentially double the EQE of LEDs. However, developing high-efficiency QRLEDs faces several challenges, such as low quantum yield of the QRs and charge imbalance in the device. Recent advancements in QRLEDs have achieved an EQE of 22%, and the study focuses on red QRs only. Expanding QRLEDs for full-color displays is essential for producing highly efficient green QRs. In this work, we synthesized highly efficient green CdSe/Cd<sub>x</sub>Zn<sub>1-x</sub>S QRs at an emission wavelength of 518 nm, achieving a quantum yield of over 95%. We identified two pathways of electron leakage in QRLEDs at the organic/inorganic interface, ultimately limiting the device's efficiency. We improved the device efficiency by mitigating electron leakage and enhancing hole injection in QRLEDs using multi-stacked HTLs. As a result, QRLEDs achieved record-breaking performance metrics: an EQE of 19.4%, a current efficiency of 72 cd/A, and a luminance of 320,000 cd/m<sup>2</sup>.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 5","pages":"302-313"},"PeriodicalIF":2.2,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jsid.2054","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144598708","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of the Society for Information Display
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1