• 제목/요약/키워드: data binder

검색결과 139건 처리시간 0.023초

계장화 샬피충격시험을 이용한 WC-Co 초경합금의 동적 균열개시인성치 결정 (Determination of Dynamic Crack Initiation Toughness Using Instrumented Charpy Impact Test in WC-Co Alloy)

  • 이억섭;박원구;홍성경;윤경수
    • 대한기계학회논문집
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    • 제19권3호
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    • pp.688-696
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    • 1995
  • Cemented carbides, best known for their superior mechanical properties such as high strength, high hardness and high wear resistance, have a wide range of industrial applications including metal working tools, mining tools, and wear resistance components. The cobalt has been used as a binder in the WC-based hard composites due to its outstanding wetting and adhesion characteristics even though its expensiveness. Therefore many studies attempted to find a better substitute for cobalt as binder to decrease production costs. This investigation is a pre-step to study dynamic fracture characteristic evaluation of a WC-Co hardmetal were evaluated by using the instrumented Charpy impact testing procedures. It was found that the dynamic characteristics of used strain amplifier were very important experimental factors to extract valid dynamic fracturing data in WC-Co specimens. It was suggested by showing some experimental examples that when we wished to evaluate dynamic fracture toughness for cemented carbide composites by using the instrumented Charpy impact testing procedure, a careful attention must be given to obtain valid results.

Diffraction Behaviors of New Photopolymers and their Diffuser Properties

  • Yoon, Hyuk;Kim, Jae-Hong;Lee, Seung-Hwan;Paek, Sang-Hyon;Choi, Dong-Hoon
    • Journal of Information Display
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    • 제5권1호
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    • pp.22-27
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    • 2004
  • Photopolymers are quite promising candidates for holographic data storage and diffusers because of their high sensitivity and high refractive index modulation. New photopolymers were prepared using the cellulose ester binder bearing different kinds of monomer. The holographic gratings were elaborated successfully in these photopolymer samples by conventional optical interference method. We investigated the dynamic behavior of the diffraction efficiency and the effect of the functionality of the monomer doped into the polymer binder. Triacrylate monomer doped photopolymer showed the highest diffraction efficiency of around 80-90 %, even under low intensity of writing beam (I=2 mW/$cm^2$). We inscribed the gratings of the glass diffuser on the surface of the photopolymer and investigated their diffusion properties.

자기환경화를 가능하게 하는 자연교육 프로그램 - 미국의 미시건 4-H 어린이 정원, 바인더 파크 동물원 및 국립공원 사례를 중심으로 (Natural Education Programs for Personalization of Environment : - Cases of Michigan 4-H Children's Garden, Binder Park Zoo, and Natural Education Programs of National Parks in the United States)

  • 이선경;김상윤;윤여창
    • 한국환경교육학회지:환경교육
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    • 제11권2호
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    • pp.102-117
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    • 1998
  • Responsible environmental behavior of Youths who will live in the 21C needs the ‘Personalization of Environment’, which means the process or the result of awareness to the non-personal environment as the personal environment to show the responsible environmental behaviors through the intended physical and psychological contacts to environment. This study intended to analyze various programs of national parks, zoo, children's garden and Project Learning Tree in the United States and to discuss the possibility of ‘personalization of environment’ and implication for environmental education of Korea. Literature review, field trips, personal interviews and internet searches were used to collect information and data. Programs of North Cascade National Park, Mt. Rainier National Park and 4-H Children's Garden in Michigan State University showed the cases of direct personalization of environment focusing on the direct contact with nature. The programs of Binder Park Zoo in Battle Creek and Project Learning Tree showed the possibilities of indirect personalization of environment forming meaningful relationships with nature through various indirect activities. It is suggested that various natural education programs in Unites States make nature and places meaningful for the people and it needs to be applied for the environmental education programs in Korea.

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Study on Characteristic difference of Semiconductor Radiation Detectors fabricated with a wet coating process

  • Choi, Chi-Won;Cho, Sung-Ho;Yun, Min-Suk;Kang, Sang-Sik;Park, Ji-Koon;Nam, Sang-Hee
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2006년도 하계학술대회 논문집 Vol.7
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    • pp.192-193
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    • 2006
  • The wet coating process could easily be made from large area film with printing paste mixed with semiconductor and binder material at room temperature. Semiconductor film fabricated about 25mm thickness was evaluated by field emissions-canning electron microscopy (FE-SEM). X-ray performance data such as dark current, sensitivity and signal to noise ratio (SNR) were evaluated. The $Hgl_2$ semiconductor was shown in much lower dark current than the others, but the best sensitivity. In this paper, reactivity and combination character of semiconductor and binder material that affect electrical and X-ray detection properties would prove out though experimental results.

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상전이 마이크로캡슐 재료의 축열특성 (The characteristics of microencapsulated phase-change materials)

  • 임대우
    • 한국복합재료학회:학술대회논문집
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    • 한국복합재료학회 2003년도 춘계학술발표대회 논문집
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    • pp.53-56
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    • 2003
  • The objective of this research is to investigate the thermal behavior of microencapsulated phase-change materials(MEPCM), and a shell of melamine-formaldehyde. These PCM materials were tested using DSC and thermal data station. Fabrics with enhanced thermal properties were prepared by padding the fabrics with the microcapsules containing PCM and acryl binder. The rate of temperature increase was significantly decreased as the amount of MEPCM added on the surface of the fabrics increased.

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HP-GPC를 이용한 폴리머개질 아스팔트의 노화특성 분석 (Evaluation of Aging Characteristics of Selected PMA using HP-GPC)

  • 김광우;도영수;써지엔아미리카니안
    • 한국도로학회논문집
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    • 제6권2호
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    • pp.15-24
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    • 2004
  • 산화는 아스팔트에서 대형분자(LMS : Large Molecular Size) 양의 증가를 야기하고 바인더의 경화에 주요 원인이 되므로 바인더 산화를 저감시키면 도로 및 공항 포장의 공용수명 연장을 기대할 수 있다. 바인더 산화는 혼합물을 도로에 깔기 전에 가열된 골재와 혼합하는 동안과 아스팔트 포장이 시공된 후 공용기간 동안에 일어난다. 본 연구에서는 바인더를 단기 및 장기노화 처리 후 LMS의 양적 증가를 HP-GPC (High-Pressure Gel-Permeation Chromatography)의 자료에 근거하여 해석하였다 개질 아스팔트는 LMS의 증가율이 아스팔트의 종류에 따라 다를 지라도 단기노화 후 LMS의 20-30%증가. 장기노화 후 2배 이상의 증가를 나타냈다. 본 연구에서 개질 아스팔트의 노화특성을 관찰하기 위하여 사용된 개질제는 선행 연구에서 큰 역학적 특성 향상을 보인 LDPE(Low-Density Polyethylene)와 SBS(Styrene-Butadiene-Styrene block copolymers) 를 사용하였다. LDPE로 개질한 바인더는 단 장기노화 후 LMS의 증가 비율이 상당히 낮았다. 이와 같이 낮은 LMS의 증가는 LDPE 개질 아스팔트가 노화 처리되는 동안에 일반 아스팔트보다 덜 노화가 진행된다는 것을 의미한다 이는 아스팔트 시멘트 내에 분산된 LDPE 입자가 산화 노화작용을 방해하기 때문인 것으로 보인다.

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트랜스포머 알고리즘을 활용한 탄소나노튜브와 플라이애시 혼입 시멘트 복합재료의 압저항 특성 분석 (Analysis of Piezoresistive Properties of Cement Composites with Fly Ash and Carbon Nanotubes Using Transformer Algorithm)

  • 김종혁;방진호;전해민
    • 한국전산구조공학회논문집
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    • 제36권6호
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    • pp.415-421
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    • 2023
  • 본 논문에서는 시멘트에 탄소나노튜브를 혼입하여 전기 전도성을 향상시킨 복합재료의 압저항 특성을 딥러닝 기반 트랜스포머 알고리즘을 적용하여 분석하였다. 훈련 데이터 확보를 위한 실험수행을 병행하였으며, 기존 연구문헌을 참조하여 배합설정, 시편제작, 화학조성 분석, 압저항 성능측정 실험을 수행하였다. 특히 본 연구에서는 탄소나노튜브 혼입 시편뿐 아니라 플라이애시를 바인더 대비 50% 대체한 시편에 대한 제작 및 성능평가를 함께 수행하여, 전도성 시멘트 복합재료의 압저항 특성 향상 가능성을 탐구하였다. 실험결과, 플라이애시 대체 바인더의 경우 보다 안정적인 압저항 특성결과가 관찰되었으며, 측정된 데이터의 80%를 이용하여 트랜스포머 모델을 훈련시키고 나머지 20%를 통해 검증하였다. 해석 결과는 실험적 측정과 대체로 부합하였으며, 평균 절대 오차 및 평균 제곱근 오차는 각각 0.069~0.074와 0.124~0.132을 나타내었다.

Utility-based Rate Allocation Scheme for Mobile Video Streaming over Femtocell Networks

  • Quan, Shan Guo;Xu, Jian;Kim, Young-Yong
    • Journal of Information Processing Systems
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    • 제5권3호
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    • pp.151-158
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    • 2009
  • This paper proposes a utility-based data rate allocation algorithm to provide high-quality mobile video streaming over femtocell networks. We first derive a utility function to calculate the optimal data rates for maximizing the aggregate utilities of all mobile users in the femtocell. The total sum of optimal data rates is limited by the link capacity of the backhaul connections. Furthermore, electromagnetic cross-talk poses a serious problem for the backhaul connections, and its influence passes on to mobile users, as well as causing data rate degradation in the femtocell networks. We also have studied a fixed margin iterative water-filling algorithm to achieve the target data rate of each backhaul connection as a counter-measure to the cross-talk problem. The results of our simulation show that the algorithm is capable of minimizing the transmission power of backhaul connections while guaranteeing a high overall quality of service for all users of the same binder. In particular, it can provide the target data rate required to maximize user satisfaction with the mobile video streaming service over the femtocell networks.

Concrete mix design for service life of RC structures exposed to chloride attack

  • Kwon, Seung-Jun;Kim, Sang-Chel
    • Computers and Concrete
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    • 제10권6호
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    • pp.587-607
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    • 2012
  • The purpose of this research is to propose a design technique of concrete mix proportions satisfying service life through genetic algorithm (GA) and neural network (NN). For this, thirty mix proportions and the related diffusion coefficients in high performance concrete are analyzed and fitness function for diffusion coefficient is obtained considering mix components like w/b (water to binder ratio), cement content, mineral admixture (slag, flay ash and silica fume) content, sand and coarse aggregate content. Through averaging the results of 10 times GA simulations, relative errors to the previous data decrease lower than 5.0% and the simulated mix proportions are verified with the experimental results. Assuming the durability design parameters, intended diffusion coefficient for intended service life is derived and mix proportions satisfying the service life are obtained. Among the mix proportions, the most optimized case which satisfies required concrete strength and the lowest cost is selected through GA algorithm. The proposed technique would be improved with the enhancement of comprehensive data set including wider the range of diffusion coefficients.

Research on Changes in the Coffee and Tourism Industries After the End of COVID-19 Through Big Data Analysis

  • Hyeon-Seok Kim;Gi-Hwan Ryu
    • International Journal of Internet, Broadcasting and Communication
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    • 제16권2호
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    • pp.43-49
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    • 2024
  • In early 2020, as the COVID-19 pandemic hit the world, widespread changes occurred throughout society. COVID-19 also brought changes in consumers' consumption behaviors and preferences. This study aims to find out how the current status of the tourism industry and the coffee industry has changed since the end of COVID-19 by conducting big data analysis focusing on the search frequency of Naver, Google, and the following, which are representative social networks in Korea. Designating "Coffee Industry + Tourism Industry" as the representative keyword, January 1, 2020 to December 31, 2020, the time of each COVID-19 outbreak, was set before the COVID-19 type, and January 1, 2023 to December 31, 2023 was set after the end of COVID-19. Based on the analyzed search binder big data analysis within the period, we would like to find out how the current status of the tourism industry and the coffee industry has changed since the end of COVID-19. Finaly, the coffee and tourism industries are on the path of recovery and growth. In particular, the rise in coffee consumption, the recovery of the number of tourists, the emphasis on local tourism, and the strengthening of links with global markets are prominent.