• Title/Summary/Keyword: Multiple layers

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주기적인 원형 2D-격자의 회절에 대한 모드 전송선로 이론 (Modal Transmission-Line Theory for Optical Diffraction of Periodic Circular 2D-Grating)

  • 호광춘
    • 한국인터넷방송통신학회논문지
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    • 제19권1호
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    • pp.247-252
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    • 2019
  • 다층 주기 구조에 의한 광 신호의 회절 특성은 기본 격자구조와 연계된 Fourier 확장을 사용하여 2D 공간에서 공식화 된다. 그때 각 층에서의 필드들은 특성 모드에 의하여 표현되며, 완전한 해는 적절한 경계 값 문제에 의존하는 모드 전송선로이론(MTLT)을 사용하여 정확하게 얻을 수 있다. 이러한 해석법은 일반적으로 다층 구조에 평행 또는 수직 방향에 따라 광학 특성을 갖는 임의의 형태의 유전체 성분을 포함하는 모든 주기적 격자들을 처리할 수 있다. 본 논문은 간단한 주기적인 원형 2D-구조에 대하여 과거에 보고된 데이터와 비교하여 현 해석법을 설명하였다. 또한 제시한 해석법은 가능한 표준 형태와 높은 유전율을 가지는 복수의 주기적인 영역을 포함하는 매우 복잡한 구조들에 대하여 쉽게 적용할 수 있다.

온라인 쇼핑몰의 서양식 여아 돌복 연구 (A Study of Western-Style First Birthday Clothing for Girls from Online Shopping Malls)

  • 권상희
    • 한국의류산업학회지
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    • 제21권1호
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    • pp.13-26
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    • 2019
  • In this study, Western-style first birthday clothing for girls from online shopping malls was explored. Specifically, clothing types, forms, colors, textiles, prints/patterns, and trimmings were examined. Using the keyword dol bok (meaning "first birthday clothing") and the search engines Naver and Daum, online shopping malls that sell or rent Western-style first birthday clothing for girls were found. From 15 online shopping malls, 317 dresses, 76 outers, and 69 bonnets were analyzed. The one-piece dress was the main item of Western-style first birthday clothing for girls. Most first birthday dresses were white or ivory in terms of color; other common features were the bell silhouette, a high waistline, a midi- or knee-length skirt with multiple layers, and bow trimming. The upper bodices of dresses featured round necklines without collars and sleeves, and the main textiles used for dresses were satin, lace, organza, and tulle. Two main types of outers were jackets and capes. Most outers were white or ivory and waist-length or shorter, with elbow-length or longer sleeves. Outers were typically made of fur, satin, and lace. Most bonnets were also white or ivory in color, made of satin and lace, and decorated with ribbon ties and frills/ruffles. Because a precedent study indicates that a monochromatic color scheme was the least favorite and that consumers want a proper fit and length-adjustable design, conclusions of this study point to the need for color diversification; color combinations for two-piece dresses, outers, and accessories; and lacing or shoulder snaps instead of zippers.

통신 모듈 적층형 산업용 통신 게이트웨이 설계 (Industrial Communication Gateway Design of Communications Module Additive layer type)

  • 엄상희;남재현
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2019년도 춘계학술대회
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    • pp.133-136
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    • 2019
  • 최근 많은 산업용 기기들은 외부 모니터링과 제어 시스템에 프로토콜 호환성 문제에 직면하고 있다. 본 논문은 다층 통신 모듈을 사용하여 산업 통신 프로토콜 변환을 지원할 수 있는 산업용 통신 게이트웨이를 설계하였다. 산업용 통신 게이트웨이는 rs485 시리얼 통신을 이용하는 개별 통신 모듈을 다층으로 연결하는 구조를 가지고 있다. 각각의 통신 모듈은 analog data card, digital data card LAN 및 CAN 지원 카드로 구성하였다. 메인 보드 프로세서는 Atmega micro-processor를 사용하였고, rs485 시리얼 슬롯을 배치하여 다층의 통신 모듈 구조를 가지도록 하였다. 이러한 통신 모듈 적층형을 이용하여 아날로그 및 디지털 I/O 기능과 LAN과 CAN을 지원하여 산업용 통신 제어 및 모니터링에 폭넓게 사용할 수 있다.

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Word Embeddings-Based Pseudo Relevance Feedback Using Deep Averaging Networks for Arabic Document Retrieval

  • Farhan, Yasir Hadi;Noah, Shahrul Azman Mohd;Mohd, Masnizah;Atwan, Jaffar
    • Journal of Information Science Theory and Practice
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    • 제9권2호
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    • pp.1-17
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    • 2021
  • Pseudo relevance feedback (PRF) is a powerful query expansion (QE) technique that prepares queries using the top k pseudorelevant documents and choosing expansion elements. Traditional PRF frameworks have robustly handled vocabulary mismatch corresponding to user queries and pertinent documents; nevertheless, expansion elements are chosen, disregarding similarity to the original query's elements. Word embedding (WE) schemes comprise techniques of significant interest concerning QE, that falls within the information retrieval domain. Deep averaging networks (DANs) defines a framework relying on average word presence passed through multiple linear layers. The complete query is understandably represented using the average vector comprising the query terms. The vector may be employed for determining expansion elements pertinent to the entire query. In this study, we suggest a DANs-based technique that augments PRF frameworks by integrating WE similarities to facilitate Arabic information retrieval. The technique is based on the fundamental that the top pseudo-relevant document set is assessed to determine candidate element distribution and select expansion terms appropriately, considering their similarity to the average vector representing the initial query elements. The Word2Vec model is selected for executing the experiments on a standard Arabic TREC 2001/2002 set. The majority of the evaluations indicate that the PRF implementation in the present study offers a significant performance improvement compared to that of the baseline PRF frameworks.

산화그래핀 층수에 따른 폴리스타이렌 표면 코팅 특성 (Coating Properties of Single and Multi-Layer Graphene Oxide on a Polystyrene Surface)

  • 이지훈;박재범;박단비;허증수;임정옥
    • 한국재료학회지
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    • 제31권7호
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    • pp.420-426
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    • 2021
  • Graphene, a new material with various advantageous properties, has been actively used in various fields in recent years. Applications of graphene oxide are increasing in combination with other materials due to the different properties of graphene oxide, depending on the number of single and multiple layers of graphene. In this study, single-layer graphene oxide and multi-layer graphene oxide are spray coated on polystyrene, and the physicochemical properties of the coated surfaces are characterized using SEM, Raman spectroscopy, AFM, UV-Vis spectrophotometry, and contact angle measurements. In single-layer graphene oxide, particles of 20 ㎛ are observed, whereas a 2D peak is less often observed, and the difference in surface height increases according to the amount of graphene oxide. Adhesion increases with an increase in graphene oxide up to 0.375 mg, but decreases at 0.75 mg. In multi-layer graphene oxide, particles of 5 ㎛ are observed, as well as a 2D peak. According to the amount of graphene oxide, the height difference of the surface increases and the adhesive strength decreases. Both materials are hydrophilic, but single-layer graphene oxide has a hydrophilicity higher than that of multi-layer graphene oxide. We believe that multi-layer graphene oxide and single-layer graphene oxide can be implemented based on the characteristics that make them suitable for application.

임피던스 변화를 이용한 실시간 기판 변형 측정 (In-situ Warpage Measurement Technique Using Impedance Variation)

  • 김우재;신기원;권희태;온범수;박연수;김지환;방인영;권기청
    • 반도체디스플레이기술학회지
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    • 제20권1호
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    • pp.32-36
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    • 2021
  • The number of processes in the manufacture of semiconductors, displays and solar cells is increasing. And as the processes is performed, multiple layers of films and various patterns are formed on the wafer. At this time, substrate warpage occurs due to the difference in stress between each film and pattern formed on the wafer. the substrate warping phenomenon occurs due to the difference in stress between each film and pattern formed on the wafer. We developed a new warpage measurement method to measure wafer warpage during real-time processing. We performed an experiment to measure the presence and degree of warpage of the substrate in real time during the process by adding only measurement equipment for applying additional electrical signals to the existing ESC and detecting the change of the additional electric signal. The additional electrical measurement signal applied at this time is very small compared to the direct current (DC) power applied to the electrostatic chuck whit a frequency that is not generally used in the process can be selectively used. It was confirmed that the measurement of substrate warpage can be easily separated from other power sources without affecting.

적층형 통신 모듈을 이용한 산업용 통신 게이트웨이 설계 (Design of Industrial Communication Gateway Using Additive Layer Type Communication Module)

  • 남재현;엄상희
    • 한국정보통신학회논문지
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    • 제23권12호
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    • pp.1673-1678
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    • 2019
  • 산업 통신에는 다양한 네트워크가 있으며 여러 가지 통신 방식을 사용한다. 기업에서는 생산 라인 확장, 공장 업그레이드, 네트워크 세분화, 시스템 통합 등을 위하여 산업용 장치와 네트워크 간에 통신 변환이 필요하다. 이것은 많은 제조회사가 제작한 설계자가 다른 다양한 기계 장치를 네트워크에 연결하고 전송하기 위하여 데이터 또는 프로토콜 변환을 위한 통신 장비가 제공되어야함을 의미한다. 본 논문에서는 적층형 통신 모듈을 사용하여 산업 통신 프로토콜 변환을 지원할 수 있는 산업용 통신 게이트웨이를 설계하였다. 제작된 게이트웨이는 RS485 시리얼 통신을 이용하는 개별 통신 모듈을 다층으로 연결하는 구조를 가지고 있다. 각각의 통신 모듈은 아날로그 데이터 카드, 디지털 데이터 카드, CAN 및 LAN 지원 카드로 구성하였다. 메인 보드 프로세서는 Atmega micro-processor를 사용하였고, RS485 시리얼 슬롯을 배치하여 적층형 통신 모듈 구조를 가지도록 하였다. 본 논문에서 제작된 적층형 산업용 통신 게이트웨이는 아날로그 및 디지털 I/O 기능과 CAN과 LAN을 지원할 수 있기 때문에 산업용 통신 제어 및 모니터링에 폭넓게 활용될 수 있다.

한복과 한푸의 차이점 분석에 관한 연구 (A Study on the Difference between the Roots of (K)Hanbok and Hanfu)

  • 김지수;나영주
    • Human Ecology Research
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    • 제60권2호
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    • pp.273-287
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    • 2022
  • (K)Hanbok, which is Korea's traditional clothing, differs from the Chinese Hanfu or Japanese Kimono. This study aims to understand the fundamental differences between (K)Hanbok and Hanfu. The Goryeo Dynasty (K)Hanbok, which was particularly popular in China, was established because the Ming Dynasty Hanfu and Chinese fashion were considerably influenced by the 'Koryo Yang'. Firstly, while (K)Hanbok is bulky, Hanfu of the Han Dynasty is characterized by forming a slim silhouette. Due to the climate of the Northern Hemisphere, (K)Hanbok shows a rich silhouette comprising multiple layers of inner pants and a pleated skirt over a voluminous underskirt. On the other hand, the Han's Hanfu creates a straight silhouette in the form of a wrap, revealing the contours of the body. The pleated skirt of the (K)Hanbok can use six to twelve width fabrics, depending on the social position; however, the Hanfu of the Han is a skirt without any pleats. Secondly, the clothing patterns, which have various shapes, are totally different in how they are made and sewn. The Korean (K)Hanbok is a two-piece separate, whereas the Chinese Hanfu style is a one-piece with a skirt. The short length of the (K)Hanbok jacket has a Sup which is cut and pasted allowing the front closure to overlap. Nevertheless, the Hanfu of the Han does not have this Sup because it is of a wrap-around, one-piece style and has an exceptionally large front, and wraps around at the waist which extends to the sides. Thirdly, the (K)Hanbok jacket has separate string Gorums for fastening, and an additional belt around the waist; however, in the case of Gorum, it is unnecessary for a wrapping style of Hanfu. Fourthly, Koreans as an agricultural horse-riding people, basically wore the trousers attached a comfortable gusset, while the Chinese Hanfu had no pants, but the Chinese wore Gaedanggo pants which exposed the hips, inevitably during the Warring States period.

Cable damage identification of cable-stayed bridge using multi-layer perceptron and graph neural network

  • Pham, Van-Thanh;Jang, Yun;Park, Jong-Woong;Kim, Dong-Joo;Kim, Seung-Eock
    • Steel and Composite Structures
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    • 제44권2호
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    • pp.241-254
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    • 2022
  • The cables in a cable-stayed bridge are critical load-carrying parts. The potential damage to cables should be identified early to prevent disasters. In this study, an efficient deep learning model is proposed for the damage identification of cables using both a multi-layer perceptron (MLP) and a graph neural network (GNN). Datasets are first generated using the practical advanced analysis program (PAAP), which is a robust program for modeling and analyzing bridge structures with low computational costs. The model based on the MLP and GNN can capture complex nonlinear correlations between the vibration characteristics in the input data and the cable system damage in the output data. Multiple hidden layers with an activation function are used in the MLP to expand the original input vector of the limited measurement data to obtain a complete output data vector that preserves sufficient information for constructing the graph in the GNN. Using the gated recurrent unit and set2set model, the GNN maps the formed graph feature to the output cable damage through several updating times and provides the damage results to both the classification and regression outputs. The model is fine-tuned with the original input data using Adam optimization for the final objective function. A case study of an actual cable-stayed bridge was considered to evaluate the model performance. The results demonstrate that the proposed model provides high accuracy (over 90%) in classification and satisfactory correlation coefficients (over 0.98) in regression and is a robust approach to obtain effective identification results with a limited quantity of input data.

BERT 및 계층 그래프 컨볼루션 신경망 기반 감성분석 모델 (BERT & Hierarchical Graph Convolution Neural Network based Emotion Analysis Model)

  • 장쥔쥔;신종호;안수빈;박태영;노기섭
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 추계학술대회
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    • pp.34-36
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    • 2022
  • 기존 텍스트 감성 분석 모델에서는 일반적으로 전체 텍스트를 직접 모델링하고, 텍스트 내용 간의 계층적 관계를 덜 고려한다. 그러나 감정분석의 구현에서는 많은 텍스트가 여러 감정으로 뒤섞여 있다. 전체의 의미론적 모델링을 직접 수행하면 감성분석 모델의 판단 난도가 높아져 혼합 감정 문장의 분류에 적용하기 어려울 수 있다. 따라서 본 논문에서는 텍스트 계층을 고려한 감성 분석 모델 BHGCN을 제안한다. 이 모델에서는 BERT의 각 레이어의 숨겨진 상태의 출력이 노드로 사용되며, 상위 레이어와 하위 레이어 사이에 직접 연결이 이루어져 의미 계층이 있는 그래프 네트워크를 구축한다. BHGCN 모델은 계층별 의미론에 주의를 기울일 뿐만 아니라 계층적 관계에도 주의를 기울이기 때문에 혼합 감성 분류 작업을 처리하는 데 적합하다. 본 논문에서는 비교 실험을 통해 제안하는 BHGCN 모델이 명백한 경쟁 우위를 보인다는 것을 입증하였다.

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