• Title/Summary/Keyword: Screen Design

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Development of Hazardous Food Notification Application Using CNN Model (CNN 모델을 이용한 위해 식품 알림 애플리케이션의 개발)

  • Yoon, Dong Eon;Lee, Hyo Sang;Oh, Am Suk
    • Journal of Korea Multimedia Society
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    • v.25 no.3
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    • pp.461-467
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    • 2022
  • This research is to raise awareness of food safety by designing and supporting a hazard food information notification platform for consumers. To this end, the design was carried out by dividing the process into a data extraction process, an application screen design process, and a CNN-based food inference process. Data was collected through public data APIs and crawling, and it was sent to each activity screen designed for Android studios so that it could be output. As a result, when the platform is executed, information on hazardous food names, registration dates, food classification, manufacturing dates, recovery grades, recovery reasons, recovery methods, company names, barcode numbers, and packaging units can be intuitively and conveniently checked. In addition, CNN-based food inference processes allowed mobile cameras to infer harmful food and applied various quantization techniques such as Dynamic Range, Integer, and Float16 to compare the degree of improvement in inference performance. As a result, the group that applied basic quantization and treated device resources with GPU showed the greatest improvement in inference performance. Through this platform, it is expected that the reliability of food safety will be improved by making it more convenient for consumers to recognize food risks.

Process Optimization of the Contact Formation for High Efficiency Solar Cells Using Neural Networks and Genetic Algorithms (신경망과 유전알고리즘을 이용한 고효율 태양전지 접촉형성 공정 최적화)

  • Jung, Se-Won;Lee, Sung-Joon;Hong, Sang-Jeen;Han, Seung-Soo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.10 no.11
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    • pp.2075-2082
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    • 2006
  • This paper presents modeling and optimization techniques for hish efficiency solar cell process on single-crystalline float zone (FZ) wafers. Among a sequence of multiple steps of fabrication, the followings are the most sensitive steps for the contact formation: 1) Emitter formation by diffusion; 2) Anti-reflection-coating (ARC) with silicon nitride using plasma-enhanced chemical vapor deposition (PECVD); 3) Screen-printing for front and back metalization; and 4) Contact formation by firing. In order to increase the performance of solar cells in terms of efficiency, the contact formation process is modeled and optimized using neural networks and genetic algorithms, respectively. This paper utilizes the design of experiments (DOE) in contact formation to reduce process time and fabrication costs. The experiments were designed by using central composite design which consists of 24 factorial design augmented by 8 axial points with three center points. After contact formation process, the efficiency of the fabricated solar cell is modeled using neural networks. Established efficiency model is then used for the analysis of the process characteristics and process optimization for more efficient solar cell fabrication.

The Design of Glass for Vixlim

  • Bae, Joon-Soo;Kim, Jeong-Hoon;Kim, Jong-Heon;Shin, Soon-Cheol
    • 한국정보디스플레이학회:학술대회논문집
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    • 2005.07b
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    • pp.1179-1182
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    • 2005
  • Nowadays, CRTs are threatened by the flat panel displays (FPD). The screen quality of the CRT is one of best among the displays, however, the depth of CRTs becomes one of the most important design factor to maintain the dominated portion in the display market. When designing slim CRTs, the structure of the glass is important design factor because of the weight and safety. The stress in the glass is increased according to the shortening the total length of tube. The residual stress of the seal is also a major factor should be considered due to the large seal edge thickness. The glass design concept for Vixlim is introduced in this paper.

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System Design and Performance Prediction of a Stirling Engine for Residential Heat Pumps (가정용 열펌프 구동용 스터링 엔진의 시스템 설계 및 성능 예측)

  • Kim, U.T.;Kang, B.H.;Lee, C.S.
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.3 no.4
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    • pp.231-240
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    • 1991
  • A design method has been developed for a Stirling engine with a tubular heater and cooler and a screen type regenerator. This paper provides a design procedure to determine the thermodynamic states and the geometric configurations of the Stirling engine for residential heat pumps. The major design is concerned with the working spaces, i.e. compression and expansion spaces and the heat exchangers such as the heater, the cooler and the regenerator. The Schmidt analysis has been employed to obtain the mass flow rates and heat transfer requirements of the system. The performance analysis of a model Stirling engine was performed by Martini-Weiss program to prove the validity of this design method. The results obtained indicate that this design method is valid for the Stirling engine conceptual design and performance analysis.

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Determination of the Optimal Design Parameters for Search Task with VDT Screen Written in Korean (탐색작업에서 한글 VDT를 화면의 최적설계 모수의 결정)

  • 황우상;이동춘
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.20 no.42
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    • pp.39-47
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    • 1997
  • There are four parameters (i.e. overall density, local density, grouping, layout complexity) to consider in designing screen of a visual display terminal. Among these, only the optimum level of overall density is known to be about 25~30% by some studies. Therefore, the present experiment is conducted to define the optimum levels of the other parameters to achieve the user's best performance in visual search task. The results are as follows; (1) The function related to the levels of local density and user's search times is shown to be U -shaped. When the level of local density is about 40%, the search time is shorter than those of any other levels. (2) In the experiment of grouping, user's performance is best when the number of group is 5, and the size of group does not exceed visual angle $5^{\circ}$ (0,088rad). (3) The user performance is improved as the layout becomes less complex.

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Development on Cleaning System of Condenser for Nuclear Power Plant by Using Sponge Ball (스펀지 볼을 이용한 원전용 복수기 튜브 세정 시스템 개발)

  • Yi, Chung-Seob;Lee, Chi-Woo
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.14 no.6
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    • pp.21-26
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    • 2015
  • This study presents a development of the cleaning system in a nuclear power plant condenser. The tube cleaning system is very important equipment in a power plant condenser. Specially, removal of the fouling is a key process in the condenser tube. The objective of this study is development of a ball collector system for cleaning a condenser by using a sponge ball. This study uses CFD in order to optimize design of the ball strainer screen. Through the CFD, the implication of the ball strainer screen for static pressure distribution is examined. Results of research, this study have developed a 1/5 scale model for application to the power plant and developed a performance test equipment.

A Study on the Telelecturing/Conferencing System (원격화상강의/회의 시스템에 관한 연구)

  • Joo, Young-Ju
    • Journal of the Korean Institute of Educational Facilities
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    • v.5 no.2
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    • pp.16-29
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    • 1998
  • Bell Laboratory introduced the sound and visual system for the first time in 1927. Since then, the development of telecommunication technology made it possible for people located far away to communicate each other watching through the TV screen. Over the period different types of telelecturing systems have prospered in line with the development of telecommunication technology. Therefore, it is quite natural that telelecturing/conferending system attracts the attention of many people as a new way of educating people located in a long distance. In the industrial sector, telelecturing systems already come into wide use to save time and training and travelling expense. In this study, I examine the concept and characteristics of telelecturing/conferencing system and introduce different types telelecturing system developed in parallel with the development of communication technology. Then, I analyze how those merits of the telelecturing system can be applied to educational purpose. Finally, I propose and design ideal telelectuirng/conference facilities consisting of telelecturing rooms, bilateral movie system, seats, ceilings, color, TV screen, lighting, acoustics, humidities and temperature control, security system, projection system to maximize the educational purpose and effectiveness.

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Design and Implementation of Low-Power GUI for Real-Time Operating System (실시간 운영체제를 위한 저전력 GUI 설계 및 구현)

  • Jeong, Jae-Yeop;Lee, Cheol-Hoon
    • Proceedings of the Korea Contents Association Conference
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    • 2007.11a
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    • pp.817-821
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    • 2007
  • A technique which uses the energy for a long time have been recognized as a important problem in embedded system with restricted battery. Recently the energy consumption is increased by using a large size of TFT-LCD and touch screen in embedded system. In this paper, we studied the frame buffer monitoring which can be reduced an energy consumption in GUI. The frame buffer monitoring technique is the energy degrade plan which adjusts Refresh-rate and Backlight. The technique must guarantee the quality of screen.

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Design and Implementation of a Filtering Technique ofWeb Contents for the Mobile Environment (모바일 환경을 위한 웹 컨텐츠 추출기법 설계 및 구현)

  • PARK, Ji-Sun;KIM, Chang-Soo;SONG, Ha-Joo
    • Journal of Fisheries and Marine Sciences Education
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    • v.17 no.1
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    • pp.67-75
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    • 2005
  • Mobile devices compared with personal computers on the desktop have low bandwidths, small screens, and relatively slow speeds. These systems have practical problems with information searches in a web environment. Information searching of various web contents on the small size screen has especially severe limitations. We propose a filtering technique of web contents which can overcome the limitations of small size screens and meet the user requirements in a PDA environment. For these constructions, we first divide the screen into segment blocks and then extract content blocks according to the user requirements, so that only filtered web contents will be shown. The performance evaluation of the proposed technique saves an average time of about 30% by displaying only the extracted information instead of the whole web page.

A Study on the Plan Photogrammetry for Clothing Design (피복구성학적 인체계측방법에 관한 연구 - 평면사진계측방법을 중심으로 -)

  • 박찬미;서미아
    • The Research Journal of the Costume Culture
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    • v.5 no.1
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    • pp.151-164
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    • 1997
  • This study pursues the problems of plan photogrammetry which is widely used in somatotyping at present, and find out a method which can improve accuracy of measurement on the basis of principles and mechanisms of photography-the basic foundation of the photographic analysis methods. As a result, this study proposes a new method which is based on the reference point method and perspective coordinate system. And the test measurement was operated to compare the measurement accuracy of the proposed method and the method based on reference grid screen method and perpendicular coordinate system which is commonly used at present. The result of this test measurement showed that the proposed method has higher accuracy. Two reasons can be pointed out for the improvement of measuring accuracy. The first reason is that the proposed perspective coordinate system reduces the perspective distortion of photography. And second reason is that measuring points can be closely placed to the scale and coordinate reference plan of measurement by the proposed reference point method which make possible to place measuring object (or person) at the center of scale and coordinate reference plan by utilizing reference points of measurement in the three dimensional space not on screen.

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