• 제목/요약/키워드: hybrid methodology

검색결과 320건 처리시간 0.025초

Bayesian ballast damage detection utilizing a modified evolutionary algorithm

  • Hu, Qin;Lam, Heung Fai;Zhu, Hong Ping;Alabi, Stephen Adeyemi
    • Smart Structures and Systems
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    • 제21권4호
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    • pp.435-448
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    • 2018
  • This paper reports the development of a theoretically rigorous method for permanent way engineers to assess the condition of railway ballast under a concrete sleeper with the potential to be extended to a smart system for long-term health monitoring of railway ballast. Owing to the uncertainties induced by the problems of modeling error and measurement noise, the Bayesian approach was followed in the development. After the selection of the most plausible model class for describing the damage status of the rail-sleeper-ballast system, Bayesian model updating is adopted to calculate the posterior PDF of the ballast stiffness at various regions under the sleeper. An obvious drop in ballast stiffness at a region under the sleeper is an evidence of ballast damage. In model updating, the model that can minimize the discrepancy between the measured and model-predicted modal parameters can be considered as the most probable model for calculating the posterior PDF under the Bayesian framework. To address the problems of non-uniqueness and local minima in the model updating process, a two-stage hybrid optimization method was developed. The modified evolutionary algorithm was developed in the first stage to identify the important regions in the parameter space and resulting in a set of initial trials for deterministic optimization to locate all most probable models in the second stage. The proposed methodology was numerically and experimentally verified. Using the identified model, a series of comprehensive numerical case studies was carried out to investigate the effects of data quantity and quality on the results of ballast damage detection. Difficulties to be overcome before the proposed method can be extended to a long-term ballast monitoring system are discussed in the conclusion.

하시모토 유키오의 식음공간에 나타난 디자인 표현특성 (Expressional Characteristics of Interior Design Presented in the Food and Beverage Spaces of Yukio Hashimoto)

  • 고명애;김문덕
    • 한국실내디자인학회논문집
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    • 제26권2호
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    • pp.101-109
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    • 2017
  • The food and beverage spaces of modern industrial society have transformed from a simple space for meals into a space of culture, communication and experience as society becomes more complex and diverse along side economic growth. An interior designer who is rapidly rising on this flow of change is Yukio Hashimoto. While working for interior design firm Super Potato, which highlights food and beverage spaces, he was much affected by the expression methods of representative designer Takashi Sugimoto, who makes use of natural elements. By using these expression methods that make use of natural elements in his own creation of spatial ambience and elements of experience and by adding his own differentiated expression methods, he emphasizes an effective spatial expression for food and beverage spaces. The design characteristics of Yukio Hashimoto's food and beverage spaces are as follows. First natural elements like light and water are recreated as memories of nature after being established through a methodology that allows these elements to penetrate his own thoughts. Second, he pursues a hybrid design through the harmony between past tradition and current expressive techniques. Third, he expresses objets of light through a formative sense of shape expressed with light.. Fourth, he establishes an axis in the interior space by light and structure and endows a strong directionality that induces symmetric characteristics, gaze, and movement.. Fifth, he installs lights at the bottom of weighty materials and expresses a sense of floating by light. Sixth, he uses an illusion technique that makes use of the ambiguity and depth of space resulting from reflecting materials like mirrors. The study hopes that such design expression characteristics of food and beverage spaces can be used as data for interior designers to apply and develop a new design vocabulary.

현대 스포츠패션에 나타난 에스닉 이미지 연구 (A Study of Ethnic Images Found in Modern Sports Fashion)

  • 김은경;채금석
    • 한국의류학회지
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    • 제30권7호
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    • pp.1054-1065
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    • 2006
  • This study aims to provide basic data conducive to developing popular and international products by analyzing the mechanism, factors and design of ethnic sports fashion incorporating ethnicity and sports sense that may satisfy the physical and psychological needs of modern humans who tend to seek 'well- being'. The methodology includes literature reviews and positivist study, and visual materials include domestic and foreign fashion magazines, newspapers, fashion journals, ad photos, collection photos, and internet that cover colors, materials, detailed sports fashion design that are considered to have an ethnic image. Its scope is limited to the period from 2000 through 2005 S/S. The results of study are as follows: First, sports fashions through incorporation of sports emotion and fashion, mixes and matches existing formal wear, casual wear, or leisure wear with sportswear, or introduces and utilizes materials, details, accessories, or image from sportswear. Second, 1) from the changes by year in sports fashion, ethnic images were strongly expressed by the influence of naturalism in the early 1990s, and functional sports fashion has been fused with ethnic image with functionalism becoming stronger and wellbeing trend expanding from the mid 1990s through 2000s. 2) The cause of ethnic image in sports fashion included hybrid, multi-culturalism, and naturalism. Third, the ethnic images revealed in the sports fashion designs of Prada, Louis Vuitton, Gucci, and Y3 are simple and unique based on functionality and activism.

A new methodology of the development of seismic fragility curves

  • Lee, Young-Joo;Moon, Do-Soo
    • Smart Structures and Systems
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    • 제14권5호
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    • pp.847-867
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    • 2014
  • There are continuous efforts to mitigate structural losses from earthquakes and manage risk through seismic risk assessment; seismic fragility curves are widely accepted as an essential tool of such efforts. Seismic fragility curves can be classified into four groups based on how they are derived: empirical, judgmental, analytical, and hybrid. Analytical fragility curves are the most widely used and can be further categorized into two subgroups, depending on whether an analytical function or simulation method is used. Although both methods have shown decent performances for many seismic fragility problems, they often oversimplify the given problems in reliability or structural analyses owing to their built-in assumptions. In this paper, a new method is proposed for the development of seismic fragility curves. Integration with sophisticated software packages for reliability analysis (FERUM) and structural analysis (ZEUS-NL) allows the new method to obtain more accurate seismic fragility curves for less computational cost. Because the proposed method performs reliability analysis using the first-order reliability method, it provides component probabilities as well as useful byproducts and allows further fragility analysis at the system level. The new method was applied to a numerical example of a 2D frame structure, and the results were compared with those by Monte Carlo simulation. The method was found to generate seismic fragility curves more accurately and efficiently. Also, the effect of system reliability analysis on the development of seismic fragility curves was investigated using the given numerical example and its necessity was discussed.

Human Papillomavirus Screening in North Indian Women

  • Pandey, Saumya;Mishra, Malvika;Chandrawati, Chandrawati
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권6호
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    • pp.2643-2646
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    • 2012
  • Objectives: Human papillomavirus (HPV) is the major etiological agent of cervical cancer, a leading cause of morbidity and mortality in women worldwide. Screening strategies for reducing the burden of HPV-mediated carcinogenesis are emerging as an effective means for cervical cancer control and prevention in developing countries. Our study, therefore, aimed to identify HPV infection status in North Indian women during random population screening. Methodology: Cervical/vaginal exfoliated cells and/or Pap smear specimens were collected from 890 women of North Indian ethnicity residing in Lucknow and adjoining areas, during random population screening from June 2009-March 2012. HPV viral loads in clinical specimens were determined by the Hybrid Capture (hc)-2 HPV DNA assay, and subsequently, positive/negative/borderline HPV status was calculated. Results: The HPV incidence in the present study was 11.7%. 751 out of a total of 890 women (84.4%) participating in our HPV screening program were HPV negative (HPV -), 104 (11.7%) tested positive (HPV +) while 35 (3.9%) showed borderline (HPV $^*$) infection status. Furthermore, in the HPV + subjects (N=104), 18 (17.3%) showed strong positivity. We observed that HPV positivity tends to increase with age in North Indian women; the higher the viral load with increasing age, higher is the susceptibility to HPV-mediated cervical cancer. Conclusions: HPV viral load/genotyping may help in identifying women at risk of developing cervical cancer. However, cost-effective HPV screening protocols with a wider population coverage are warranted so as to reduce the burden of cervical cancer in women worldwide in the vaccine-era.

코퍼스 기반 음성합성기의 데이터베이스 축소 방법 (Pruning Methodology for Reducing the Size of Speech DB for Corpus-based TTS Systems)

  • 최승호;엄기완;강상기;김진영
    • 한국음향학회지
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    • 제22권8호
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    • pp.703-710
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    • 2003
  • 코퍼스 기반 음성합성방식은 그 합성음의 자연성이 매우 우수하여 널리 사용되고 있으나 대용량의 데이터베이스 (DB)를 사용하기 때문에 그 적용분야가 매우 제한적이다. 본 연구에서는 이러한 코퍼스 기반 음성합성기의 대용량 DB 문제를 해결하기 위한 방안으로서 DB 축소 방법 대한 알고리듬을 제안하고 평가하였다. 본 논문에서는 DB 축소 알고리듬으로서 세 가지 방법을 제안하였는데, 첫 번째는 Modified K-means 군집화를 이용한 DB 축소 알고리듬이고 다음은 적절한 문장 셋을 정의하고 이 문장 셋을 합성할 때 사용된 단위들을 이용하는 방법이다. 마지막으로는 대용량 문장 셋을 정의하고 해당 문장을 음성합성하고, 음편들의 사용 빈도수를 고려하여 군집화를 하는 것이다. 세 가지 방법을 이용하여 합성 DB를 유사한 크기로 축소하였을 때, 대용량 문장 셋과 빈도를 고려한 세 번째 방법이 가장 우수한 음질을 보였다. 또한 마지막 방법은 합성음의 음질은 저하시키지 않으면서 합성 DB만을 감소시키는 성능을 보여, 제안된 방법의 타당함을 입증할 수 있었다.

Determinants of E-Intermediary Use in Export Marketing: Cross-National Differences in the US and Korean SMEs

  • Cho, Hyuk-Soo
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2008년도 추계학술대회 및 정기총회
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    • pp.464-486
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    • 2008
  • Purpose. Electronic intermediaries (e-intermediaries) are gaining significance in international marketing with the rapid development of e-commerce. The goal of this study is to explain empirically what leads to a higher use of this relatively new exportation alternative. Relying on a resource-based view as our research foundation, we focus on information technology (IT) and non-IT factors as possible determinants. Further, this study brings arguments offered by transaction cost theorists to explain the other non-IT determinants. Methodology/Approach. Data are collected from small and medium-sized enterprises (SMEs) in the electronic industry in Korea and the U.S to ensure generalizability. Ordinary least square (OLS) regression is utilized to analyze the data. Findings. This study raises new issues regarding a relatively new type of exporting channel, e-intermediary. Exporting is regarded as the most appropriate strategy for SMEs in international commerce. A number of SMEs stay away from exporting due to limited resources or lack of knowledge regarding foreign markets. The findings in this study should help SMEs use e-intermediaries more widely by developing appropriate IT-related resources (IT-related human and relationship assets) and dealing with non-IT factors (international competence, environmental uncertainty, and duration of relationship) effectively. Originality/Value/Contribution. This study illustrates the significant role of e-intermediaries, which may help SMEs to penetrate the global market effectively. Finding relevant sources in the global e-marketplace is a challenge for non-experienced users like SMEs. This study proposes e-intermediaries as an effective alternative for them. Another contribution of this study is to show how the use of indirect exporting channels, e-intermediaries, decrease costs in exporting transactions. This study suggests an e-intermediary as a hybrid exporting channel to balance risk and profit.

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하이브리드 연삭시스템 초음파 공구 개발 (Development of Ultrasonic Grinding Wheel for Hybrid Grinding System)

  • 김경태;홍윤혁;박경희;이석우;최헌종;최영재
    • 한국정밀공학회지
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    • 제30권11호
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    • pp.1121-1128
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    • 2013
  • Ultrasonic grinding system is that the ultrasonic vibration by ultrasonic actuator is applied on conventional grinding system during grinding process. The Ultrasonic vibration with a frequency of over 20kHz can reduce grinding forces and increase surface quality, material removal rate (MRR) and grinding wheel life. In addition, ultrasonic vibration assisted grinding can be used for the materials that are difficult to cut. In this paper, methodology for ultrasonic tools is studied based on finite element method, and in turn the ultrasonic tools are designed and fabricated. It is found that the ultrasonic tool can vibrate with a frequency of 20kHz and amplitude of $25{\mu}m$. In order to verify the machining performance, the grinding experiment is performed on titanium alloy. By applying ultrasonic vibration, the grinding force and temperature are reduced and MRR is increased compared with the conventional grinding.

고성능 가산기의 최적화 연구 (Study of Optimization for High Performance Adders)

  • 허석원;김문경;이용주;이용석
    • 한국통신학회논문지
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    • 제29권5A호
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    • pp.554-565
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    • 2004
  • 본 논문에서는 단일 클락 사이클과 다중 클락 사이클에 수행되는 여러 가산기를 구현하고 area와 time을 비교한다. 가산기의 크기를 64, 128, 256-비트로 다양화 시키면서, 특히 하이브리드 구조의 가산기는 소그룹을 4, 8, 16-비트로 나누어서 group / ungroup으로 합성을 하여 비교하였다. 제안된 가산기들은 Verilog-HDL을 이용하여 하향식 설계 방법으로 구현되었다. Cadence의 Verilog-XL.을 이용하여 설계된 가산기와 behavioral model을 이용한 가산기의 출력이 일치하는지를 비교하여 검증하였다. 검증된 모델은 삼성 0.35um 3.3(V) CMOS standard cell 라이브러리를 이용하여 합성되었으며, 최악 조건 2.7(V), 85($^{\circ}C$)에서 동작하였다. 스마트 카드 IC의 Crypto-Processor에 사용할 수 있는 최적화된 가산기는 64-비트를 기준으로 할 때, group으로 합성된 16-비트 캐리 예측 가산기를 기반으로 하는 리플 캐리 가산기(RCA_CLA)이다. 이 가산기는 198(MHz)의 속도로 동작하며, 게이트 수는 nand2 게이트 기준으로 약 967개이다.

시스템 요구사항 분석을 위한 순환적-점진적 복합 분석방법 (An Integrated Method of Iterative and Incremental Requirement Analysis for Large-Scale Systems)

  • 박지성;이재호
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제6권4호
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    • pp.193-202
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    • 2017
  • 인공지능 기반 지능형 시스템의 개발에는 일반적으로 신뢰성 높은 대규모 지식처리, 지식의 통합과 인간 수준의 이해, 지식기반 인간-기계협업, 전문가 수준의 지능 서비스 등의 효과적 통합이 요구된다. 특히 빅데이터 이해 기반 자가학습형 지식베이스 및 추론 기술 개발을 목표로 하고 있는 과제의 일환으로 개발 중인 WiseKB 통합 플랫폼은 대용량 지식을 저장하여 추론과정을 통한 질의 및 응답이 가능한 대규모 지식 베이스 역할을 수행하며 이를 위하여 지식표현, 자원통합, 지식저장소, 지식베이스, 복합추론, 지식학습 등의 요소기술들의 효과적 통합이 필수적이다. 통합 플랫폼의 효율적 통합을 위해서는 정확한 요구사항 분석이 중요하며, 이는 시스템의 특성을 고려한 적절한 요구사항 분석 방법론의 적용이 필요하다. 대표적인 요구사항 분석 방법인 순차적 방법론과 순환-점진적 방법론은 WiseKB와 같은 시스템의 대규모 복합적 개발 특성을 고려할 때 다양한 요구사항을 체계적으로 파악하기에 한계가 있다. 본 논문에서는 이러한 한계를 개선하고자 순차적 방법과 순환-점진적 방법론을 결합해 각 단점을 보완하고 대규모 복합적 특성을 갖는 시스템의 요구사항 분석을 효율적으로 진행할 수 있는 통합 방법론을 제시하고, 실제 적용을 통해 그 효과를 보인다.