• Title/Summary/Keyword: liquid-crystal-display (LCD)

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Prediction of Customer Failure Rate Using Data Mining in the LCD Industry (LCD 디스플레이 산업에서 데이터마이닝 알고리즘을 이용한 고객 불량률 예측)

  • You, Hwa Youn;Kim, Seoung Bum
    • Journal of Korean Institute of Industrial Engineers
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    • v.42 no.5
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    • pp.327-336
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    • 2016
  • Prediction of customer failure rates plays an important role for establishing appropriate management policies and improving the profitability for industries. For these reasons, many LCD (Liquid crystal display) manufacturing industries have attempted to construct prediction models for customer failure rates. However, most traditional models are based on the parametric approaches requiring the assumption that the data follow a certain probability distribution. To address the limitation posed by the distributional assumption underpinning traditional models, we propose using parameter-free data mining models for predicting customer failure rates. In addition, we use various information associated with product attributes and field return for more comprehensive analysis. The effectiveness and applicability of the proposed method were demonstrated with a real dataset from one of the leading LCD companies in South Korea.

Digital LCD Backlight Inverter Control using an 8-bit Microcontroller (8비트 마이크로콘트롤러를 이용한 디지털 LCD 백라이트 인버터의 제어)

  • Lee, Jae-Min;Yoo, Doo-Hee;Jeong, Gang-Youl
    • Proceedings of the KIPE Conference
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    • 2007.11a
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    • pp.139-141
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    • 2007
  • This paper presents a digital LCD(Liquid Crystal Display) backlight inverter control using an 8-bit microcontroller. The backlight uses cold cathode fluorescent lamps(CCFLs) that have the negative resistance characteristics, so it requires the ballast function. For this, the proposed LCD backlight inverter uses an 8-bit microcontroller, ATmega128. Therefore, the controller circuit is simplified and cost-minimized. It shows through the experimental results that the proposed inverter has good performance for the LCD backlight inverter.

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Automatic TFT-LCD Mura Inspection Based on Studentized Residuals in Regression Analysis

  • Chuang, Yu-Chiang;Fan, Shu-Kai S.
    • Industrial Engineering and Management Systems
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    • v.8 no.3
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    • pp.148-154
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    • 2009
  • In recent days, large-sized flat-panel display (FPD) has been increasingly applied to computer monitors and TVs. Mura defects, appearing as low contrast or non-uniform brightness region, sometimes occur in manufacturing of the Thin-Film Transistor Liquid-Crystal Displays (TFT-LCD). Implementation of automatic Mura inspection methods is necessary for TFT-LCD production. Various existing Mura detection methods based on regression diagnostics, surface fitting and data transformation have been presented with good performance. This paper proposes an efficient Mura detection method that is based on a regression diagnostics using studentized residuals for automatic Mura inspection of FPD. The input image is estimated by a linear model and then the studentized residuals are calculated for filtering Mura regions. After image dilation, the proposed threshold is determined for detecting the non-uniform brightness region in TFT-LCD by means of monitoring the every pixel in the image. The experimental results obtained from several test images are used to illustrate the effectiveness and efficiency of the proposed method for Mura detection.

High Performance Control of LED Drive System for LCD Backlight (LCD 백라이트를 위한 LED 드라이브 시스템의 고성능 제어)

  • Ko, Jae-Sub;Chung, Dong-Hwa
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.26 no.9
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    • pp.8-17
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    • 2012
  • This paper proposes high performance control of light emitting diode(LED) drive system for liquid crystal display(LCD) backlight. The CCFL(cold cathode fluorescent lamp)was used to a conventional LCD backlight. Due to improvement on luminous efficiency, long life and wide color gamut, LED has gradually substituted for CCFL as backlight. The backlight using LED is necessary to use many LED. For that reason, the LED backlight is using a lot of LED driving circuits. The many LED driving circuit is generated a current deviation between LED. Eventually, it is caused brightness deviation between LED. Therefore, this paper improves the current deviation using transformer and balancing capacitor to solve this problem. Also, for accurate and uniform brightness control, this paper is applied the artificial intelligent control to a dimming control. This paper is compared with conventional system, and validity of this paper proves through that result.

Improvement of the response time and embodiment of the viewing angle in IPS mode (IPS-LCD에서의 표면액정배향효과가 시야각 특성과 응답속도에 미치는 영향)

  • 최재학;서대식
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 1998.11a
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    • pp.65-68
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    • 1998
  • The mechanism of response time and viewing angle in in-plane switching ( IPS ) liquid crystal display ( LCD ) were investigated. The response time of photo-aligned IPS-LCD is fast compared with rubbing-aligned IPS-LCD on polyimide ( PI ) surface. The decay time $\tau$$\_$d/ is decreased with increasing the azimuthal anchoring energy A $\psi$ due to the steric interaction between the LC molecules and side chain of polymer. The viewing angle of IPS-LCD is increased by using photo-depolymerizatin method ; about ${\pm}$70$^{\circ}$at all direction.

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A Study on Residual DC in the IPS-LCD by Voltage-Transmittance Hysteresis Method on a Rubbed Polyimide Layer (러빙된 폴리이미드 층에서의 전압-투과율 히스테리시스법 이용한 IPS-LCD의 잔류 DC 전압 특성에 관한 연구)

  • 이윤건;황정연;서대식;김향율;김재형
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2001.07a
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    • pp.656-659
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    • 2001
  • We investigated the residual DC in the in-plane switching (IPS)-liquid crystal display(LCD) by voltage-transmittance (V-T) hysteresis method. Several IPS-LCD which have different concentrations of cynao LCs and different resistivities of fluorine LCs were fabricated. We found that the residual DC voltage of the IPS-LCD was decreasing with increasing concentration of cyano LCs and increasing with decreasing specific resistivity of fluorine LC materials. The residual DC voltage property can be improved by low molecular weight and high polarity of cyano LC.

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A New Controller for Improvement of Response Time by Data Compression Using Color Space Conversion

  • Koo, Sung-Jo;Kim, Chang-Gon;An, Jong-Ki;Park, Man-Hyo;Yeo, Sang-Deog
    • 한국정보디스플레이학회:학술대회논문집
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    • 2005.07b
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    • pp.863-864
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    • 2005
  • In recent years, we use overdriving scheme to improve the response time of the liquid crystal. Since conventional overdriving scheme uses memory to perform ideal processing, it is desired to reduce system cost by decreasing the data stored in these SDRAMs. As a general compression method, quantization, sub-sampling and Block Truncation Coding ( BTC ) are used, which process data in block base and cause block effect. So we proposed new data compression method by color space conversion. Because this method compresses luminance and chrominance signal by different ratio, it can efficiently reduce error of block effect in decompression image.

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A Study on Electro-Optical Characteristics of the Ion Beam Aligned TN Cell on the DLC Thin Film (DLC 박막을 이용한 Ion Beam 배향 TN 셀의 전기광학특성에 관한 연구)

  • 황정연;조용민;노순준;이대규;백홍구;서대식
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.15 no.8
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    • pp.726-730
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    • 2002
  • Electro-optical (EO) performances of the ion beam (IB) aligned twisted-nematic (TN)-liquid crystal display (LCD) with ion beam exposure on the new diamond-like carbon (DLC) thin film surface were investigated. A good voltage-transmittance (V-T) curve of the ion beam aligned TN-LCD with oblique ion beam exposure on the DLC thin film surface for 1 min was observed. Also, the fast response time of the ion beam aligned TN-LCD with oblique ion beam exposure on the DLC thin film surface for 1 min can be achieved. Finally, the residual DC voltage of the ion beam aligned TN-LCD on the DLC thin film surface is almost the same as that of the rubbing aligned TN-LCD on a polyimide (Pl) surface.

Charging and Feed-Though Characteristic Simulation of TFT-LCD by Applying Several Driving Method (구동 방법에 따른 TFT-LCD의 충전 및 Feed-Though 특성 시뮬레이션)

  • Park, Jae-Woo;Kim, Tae-Hyung;Noh, Won-Yoel;Choi, Jong-Sun
    • Proceedings of the KIEE Conference
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    • 2000.11c
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    • pp.452-454
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    • 2000
  • In recent years, the Thin Film Transistor Liquid Crystal Display (TFT-LCD) is used in a variety of products as an interfacing device between human and them. Since TFT-LCDs have trend toward larger Panel sizes and higher spatial and/or gray-scale resolution, pixel charging characteristic is very important for the large panel size and high resolution TFT-LCD pixel characteristics. In this paper, both data line precharging method and line time extension (LiTEX) method is applied to Pixel Design Array Simulation Tool (PDAST) and the pixel charging characteristics of TFT-LCD array were simulated, which were compared with the results calculated by both PDAST In which the conventional device model of a-Si TFTs and gate step method is implemented.

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Design and Fabrication of a Reflective Bistable TN LCD (반사형 쌍안정 TN LC 셀의 설계 및 제작)

  • 백흠일;장기철;이기동;윤태훈;김재창
    • Korean Journal of Optics and Photonics
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    • v.10 no.4
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    • pp.279-282
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    • 1999
  • We designed and fabricated a single polarizer mode bistable twisted nematic liquid crystal display by employing a wide-band λ/4 retardation film to enhance the dark state property. We theoretically and experimentally confirmed the necessity of a wide- band λ/4 retardation film in a single polarizer mode. We obtained brighter image than previous reflective BTN LCDs.

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