• 제목/요약/키워드: smart class

검색결과 372건 처리시간 0.024초

Unsupervised one-class classification for condition assessment of bridge cables using Bayesian factor analysis

  • Wang, Xiaoyou;Li, Lingfang;Tian, Wei;Du, Yao;Hou, Rongrong;Xia, Yong
    • Smart Structures and Systems
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    • 제29권1호
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    • pp.41-51
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    • 2022
  • Cables are critical components of cable-stayed bridges. A structural health monitoring system provides real-time cable tension recording for cable health monitoring. However, the measurement data involve multiple sources of variability, i.e., varying environmental and operational factors, which increase the complexity of cable condition monitoring. In this study, a one-class classification method is developed for cable condition assessment using Bayesian factor analysis (FA). The single-peaked vehicle-induced cable tension is assumed to be relevant to vehicle positions and weights. The Bayesian FA is adopted to establish the correlation model between cable tensions and vehicles. Vehicle weights are assumed to be latent variables and the influences of different transverse positions are quantified by coefficient parameters. The Bayesian theorem is employed to estimate the parameters and variables automatically, and the damage index is defined on the basis of the well-trained model. The proposed method is applied to one cable-stayed bridge for cable damage detection. Significant deviations of the damage indices of Cable SJS11 were observed, indicating a damaged condition in 2011. This study develops a novel method to evaluate the health condition of individual cable using the FA in the Bayesian framework. Only vehicle-induced cable tensions are used and there is no need to monitor the vehicles. The entire process, including the data pre-processing, model training and damage index calculation of one cable, takes only 35 s, which is highly efficient.

지체장애학생을 위한 디지털 콘텐츠 활용 수업 사례분석 연구 (Case analysis study on classes using Digital Contents for students with Physical Disabilities)

  • 임장현
    • 문화기술의 융합
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    • 제10권4호
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    • pp.65-70
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    • 2024
  • 장애학생을 위한 다양한 디지털 활용 교육 콘텐츠가 확산되고 있는 추세 속에서 스마트교육을 위한 교수지원체계와 장애 유형별 특성을 고려한 활용 방안이 마련되어야 한다. 이에 본 연구에서는 지체장애 특수학교 사례를 중심으로 디지털콘텐츠를 활용한 수업을 분석하여 교수학습 콘텐츠의 현장 적용방안과 지원체계의 개선방안을 제안하였다. 서울의 한 특수학교 수업 사례를 목적표집하여 수업동영상 자료, 수업성찰지, 교사대상 심층면담의 방법으로 분석을 실시하였다. 사례 분석 결과를 토대로 지체장애 학생의 특성을 반영하여 특수교육현장에서 디지털 콘텐츠가 효과적으로 활용하기 위한 방안을 제시하였다. 본 연구결과를 토대로 후속 연구를 제안하였다.

액티브 러닝을 위한 스마트 클리커의 설계 및 구현 (Design and Implementation of the Smart Clicker for Active Learning)

  • 김은경;구본철;김영진;김진환;박제영;정세희
    • 실천공학교육논문지
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    • 제5권2호
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    • pp.101-107
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    • 2013
  • 개인 응답 시스템인 클리커는 액티브 러닝을 촉진하기 위해 사용하는 기법으로, 클리커 사용의 장점에 관한 대부분의 연구에서 학생들이 클리커 사용에 적극적이고 즐거워하는 것으로 보고되었다. 하지만 하드웨어 단말기와 집계 프로그램으로 구성된 기존 클리커는 단순 응답 및 집계 기능만 제공하며, 비용도 많이 소요된다. 본 논문에서는 기존 클리커의 문제점을 해결하기 위해서 학생용 스마트폰 앱과 교수용 웹 페이지 및 MFC 프로그램으로 구성된 스마트 클리커를 설계 및 구현하였다. 본 논문에서 개발한 스마트 클리커를 활용하면 학생은 교수의 질문에 O/X나 숫자 및 텍스트로 응답하거나 텍스트 질문도 가능하다. 또한 교수는 학생들의 응답이나 질문을 바로 확인할 수 있을 뿐만 아니라, 웹 페이지에서 학생들의 응답 참여율을 확인하는 것이 가능하다. 게다가 학생들을 전체 수업 시간 동안 몰두시킬 수 있으며, 교수가 학생들의 이해 정도를 확인하고, 학생 질문에 즉각 피드백할 수 있으므로 보다 활발한 수업 운영이 가능하며, 결과적으로 교육의 질을 향상시킬 수 있을 것으로 기대된다.

균형과 보행분석을 위한 스마트 인솔의 신뢰도와 타당도 분석 (The Reliability and Validity of Smart Insole for Balance and Gait Analysis)

  • 이병권;한동욱;김창용;김기영;박대성
    • 대한통합의학회지
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    • 제9권4호
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    • pp.291-298
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    • 2021
  • Purpose: The Pedisole is a newly developed shoe-mounted wearable assessment system for analyzing balance and gait. This study aimed to determine the reliability and validity of the parameters provided by the system for static balance and gait analysis of healthy adults. Methods: This study included 38 healthy adults (22.4±1.9 years) with no history of injury in the lower limbs. All participants were asked to perform balance and gait tasks for undertaking measurements. For analysis of balance, both the smart Pedisole and Pedoscan systems were concurrently used to analyze the path length of the center of pressure (COP) and the weight ratio of the left and right for 10 s. Gait was measured using the smart Pedisole and GaitRite walkway systems simultaneously. The participants walked at a self-selected preferred gait speed. The cadence, stance time, swing time, and step time were used to analyze gait characteristics. Using the paired t-test, the intra-class coefficient correlation (ICC) was calculated for reliability. The Spearman correlation was used to assess the validity of the measurements. In total, data for balance from 36 participants and the gait profiles of 37 participants were evaluated. Results: There were significant differences between the COP path lengths (p<.050) derived from the two systems, and a significant correlation was found for COP path length (r=.382~.523) for static balance. The ICC for COP path length and weight ratio was found to be greater than .687, indicating moderate agreement in balance parameters. The ICC of gait parameters was found to be greater than .697 except for stance time, and there was significant correlation (r=.678~.922) with the GaitRite system. Conclusion: The newly developed smart insole-type Pedisole system and the related application are useful, reliable, and valid tools for balance and gait analysis compared to the gold standard Pedoscan and the GaitRite systems in healthy individuals.

Using harmonic class loading for damage identification of plates by wavelet transformation approach

  • Beheshti-Aval, S.B.;Taherinasab, M.;Noori, M.
    • Smart Structures and Systems
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    • 제8권3호
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    • pp.253-274
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    • 2011
  • In this paper, the harmonic displacement response of a damaged square plate with all-over part-through damage parallel to one edge is utilized as the input signal function in wavelet analysis. The method requires the properties of the damaged plate, i.e., no information about the original undamaged structure is required. The location of damage is identified by sudden changes in the spatial variation of transformed response. The incurred damage causes a change in the stiffness or mass of the plate. This causes a localized singularity which can be identified by a wavelet analysis of the displacement response. In this study via numerical examples shown by using harmonic response is more versatile and effective compared with the static deflection response, specially in the presence of noise. In the light of the obtained results, suggestions for future work are presented and discussed.

다양한 손상상태를 반영한 피뢰기 설비의 지진취약도 해석 (Seismic Fragility Analysis of Lightning Arrester Considering Various Damage States)

  • 신유성;송종걸
    • 한국지진공학회논문집
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    • 제18권1호
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    • pp.19-28
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    • 2014
  • The seismic evaluation of electric power facilities in the switchyard of nuclear power plants is currently insufficient. In order to evaluate the seismic performance of lightning arrester subjected to four types of earthquake (near- and far-fault earthquakes, NEHRP Site Class A&B and D earthquakes), seismic fragility analysis using maximum likelihood estimation is performed considering various damage states. The comparison of the seismic fragility curves for three main parts of lightning arrester that are the busing, anchor and steel frame, reveals that the failure of lightning arrester is governed by the bushing damage mode such as porcelain cracking.

Record keeping system of bugs for software quality assurance

  • Mateen, Ahmed;Zhu, Qingsheng;Afsar, Salman
    • International journal of advanced smart convergence
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    • 제8권4호
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    • pp.207-213
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    • 2019
  • Assistance for the quality assurance management and developers to provide high quality software products. Using a bug record keeping system is exceptionally important in software progress, and it is followed vastly by majority of software producing companies in modern era. Regular application of a bug record keeping system is very helpful in developing software systems. We developed this system which helps the software testing team to keep a complete record of their testing activities during the software testing, also increases your confidence in the software quality, class and worth. Our proposed system offers trouble-free and effortless approaches to acquire desired information about bug, also produces different kinds of reports like summary reports, detailed reports etc. It gives facility to create, delete and update any project. Our developed application system is designed by using visual c# at front end and sql server 2008 management studio express at back end.

자바카드 플랫폼상에서 자바 클래스 파일의 최적화 연구 (A Study On The Optimization of Java Class File under Java Card Platform)

  • 김도우;정민수
    • 한국멀티미디어학회논문지
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    • 제6권7호
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    • pp.1200-1208
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    • 2003
  • 자바카드 기술은 스마트카드나 메모리 제한적인 장치에서 자바 프로그래밍 언어로 작성된 응용프로그램을 동작 가능하게 한다. 자바카드 기술은 높은 안전성, 이식성, 다중의 응용프로그램을 관리하고 저장하는 기능을 제공한다. 그러나 자바카드 플랫폼의 제한적인 메모리 자원은 다양한 용도로 자바카드가 보급되는데 저해 요인으로 작용하고 있다. 따라서 본 논문에서는 자바카드의 효율적인 메모리 사용을 위해서 바이트코드 최적화 알고리즘을 제안한다. 이 알고리즘은 예외처리 구문 try-catch-finally에서 catch절의 매개변수에 대한 기억장소를 공유하게 함으로써 생성되는 바이트코드의 크기를 줄일 수 있다.

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PDC Intelligent control-based theory for structure system dynamics

  • Chen, Tim;Lohnash, Megan;Owens, Emmanuel;Chen, C.Y.J.
    • Smart Structures and Systems
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    • 제25권4호
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    • pp.401-408
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    • 2020
  • This paper deals with the problem of global stabilization for a class of nonlinear control systems. An effective approach is proposed for controlling the system interaction of structures through a combination of parallel distributed compensation (PDC) intelligent controllers and fuzzy observers. An efficient approximate inference algorithm using expectation propagation and a Bayesian additive model is developed which allows us to predict the total number of control systems, thereby contributing to a more adaptive trajectory for the closed-loop system and that of its corresponding model. The closed-loop fuzzy system can be made as close as desired, so that the behavior of the closed-loop system can be rigorously predicted by establishing that of the closed-loop fuzzy system.

Development and Use of the Nursing Management Application for Smartphones in Class

  • Kim, Yoon-Jung;Park, Jung-Ha
    • International journal of advanced smart convergence
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    • 제9권3호
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    • pp.36-41
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    • 2020
  • In this study, a nursing management application for fourth-year students majoring in nursing at university was developed and practically applied in lectures. The application consists of an introduction, learning contents, and quiz contents. Nursing students downloaded and used it on their smartphones, such as iPhones and Android phones. The learning contents of a nursing management application include theoretical contents related to courses on nursing management and quiz contents comprising basic, advanced, and mixed quizzes based on the learning contents. Nursing students had access to this application on their smartphones and studied the contents provided regardless of time and space. Moreover, they were allowed to check their scores as soon as they selected and answered the questions included in the quiz contents. Nursing students used a nursing management application during and after lectures. We confirmed their learning process and learning results anytime and provided relevant feedback.