• 제목/요약/키워드: Data gap analysis

검색결과 899건 처리시간 0.028초

교량용 후판 다층용접시 잔류응력과 변형에 미치는 루트간격의 영향 (Effects of Root Gap on Residual Stresses and Deformation in the Multi-Pass Weld of Thick Plates for Steel Bridge)

  • 장경복;김하근;강성수
    • Journal of Welding and Joining
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    • 제17권1호
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    • pp.88-96
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    • 1999
  • The effects of root gap on welding residual stress and deformation are dealt with the multi-pass weldment with three kinds(0, 6, 30mm) of root gap by F.E.M common code, and then compared with experiment data. In this analysis, an 100% ramp heat input model was used to avoid numerical convergence problem due to an instantaneous increase in temperature near the fusion zone, and the effect of a moving arc in a two dimensional plane was also included. During the analysis, a small time increment was applied in a period with instantaneous temperature fluctuation while a large time increment was used in the rest period. The residual stress is distributed as symmetric types and maximum value is also equivalent when the weldment with 0mm and 6mm root gap is welded. In the case of 30mm root gap welding, the distribution of the residual stress extends over a wide range as asymmetric types due to the built-up weld, and most of the residual stress is biased in the side of a built-up weld part. In case of 0mm gap welding and 6mm gap welding, a little angular distortion occurs, but the level of deformation is small. When the weldment with 30mm root gap is welded, the angular deformation of the asymmetric types, however, occurs larger than the other specimens. The experimental and the analytic results show good coincidence and indicate that the welding residual stress and deformation distribution of 30 mm root gap specimen may be asymmetric and the amplitude is larger than those of root gap specimen under standard.

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Micro-computed tomography evaluation of general trends in aligner thickness and gap width after thermoforming procedures involving six commercial clear aligners: An in vitro study

  • Palone, Mario;Longo, Mattia;Arveda, Niki;Nacucchi, Michele;De Pascalis, Fabio;Spedicato, Giorgio Alfredo;Siciliani, Giuseppe;Lombardo, Luca
    • 대한치과교정학회지
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    • 제51권2호
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    • pp.135-141
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    • 2021
  • Objective: To assess the effects of thermoforming on aligner thickness and gap width in six aligner systems with the same nominal thickness. Methods: Six passive upper aligners of different brands were adapted to a single printed cast. Each sample was evaluated with high-resolution micro-computed tomography. To investigate aligner thickness and gap width, two-dimensional (2D) analysis was conducted assessing the effects of the following variables: tooth type (central incisor, canine, and first molar), 2D reference points, and aligner type. Data were analyzed and compared using analysis of variance and Tukey's post-hoc tests (p < 0.05). Results: Tooth type, dental region, and aligner type affected both the gap width and aligner thickness. The aligner thickness remained moderately stable across the arch only in the F22. Conclusions: All thermoformed samples displayed smaller aligner thickness and gap width at anterior teeth and both gingival and coronal centers than at posterior teeth and occlusal surfaces.

MIAB용접에서 코일에 의한 자속밀도 분포의 수치적 해석에 관한 연구 (A Study on the Numerical Analysis of Magnetic Flux Density by a Solenoid for MIAB Welding)

  • 최동혁;김재웅
    • 한국정밀공학회지
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    • 제18권12호
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    • pp.73-81
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    • 2001
  • The MIAB welding uses a rotating arc as its heat source and is known as an efficient method fur pipe butt welding. The arc is rotated around the weld line by the electro-magnetic force resulting from the interaction of arc current and magnetic field. The electro-magnetic force is affected by magnetic flux density, arc current, and arc length. Especially, the magnetic flux density is an important factor on arc rotation and weld quality. This paper presents a 2D finite element model for the analysis of magnetic flux density in the actual welding conditions. The magnetic flux density is mainly dependent on gap between two pipes, the position of coil from gap center, exciting current, and relative permeability. Thus, the relations between magnetic flux density and main factors were investigated through experiment and analysis. Experiments were performed for the steel pipes(48.1mm O.D and 2.0mm thickness). The analysis results of magnetic flux density reveal that it increases with increasing exciting current, increasing relative permeability, decreasing distance from gap center to coil, and decreasing gap size. It is considered that the results of this study can be used as important data on the design of coil system and MIAB welding system.

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Optimizing Employment and Learning System Using Big Data and Knowledge Management Based on Deduction Graph

  • Vishkaei, Behzad Maleki;Mahdavi, Iraj;Mahdavi-Amiri, Nezam;Askari, Masoud
    • Journal of Information Technology Applications and Management
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    • 제23권3호
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    • pp.13-23
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    • 2016
  • In recent years, big data has usefully been deployed by organizations with the aim of getting a better prediction for the future. Moreover, knowledge management systems are being used by organizations to identify and create knowledge. Here, the output from analysis of big data and a knowledge management system are used to develop a new model with the goal of minimizing the cost of implementing new recognized processes including staff training, transferring and employment costs. Strategies are proposed from big data analysis and new processes are defined accordingly. The company requires various skills to execute the proposed processes. Organization's current experts and their skills are known through a pre-established knowledge management system. After a gap analysis, managers can make decisions about the expert arrangement, training programs and employment to bridge the gap and accomplish their goals. Finally, deduction graph is used to analyze the model.

비보호 좌회전 포화유률 추정 (Estimation of Unprotected Left-Turn Saturation Flows)

  • 김경환
    • 대한교통학회:학술대회논문집
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    • 대한교통학회 1998년도 Proceedings 제34회 추계 학술발표회
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    • pp.236-244
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    • 1998
  • When the capacity and traffic operation at signalized intersections are analyzed in Korea, the unprotected left-turn saturation flow rate, which is an important parameter for the analysis, is estimated form the USHCM model. thus, exact analysis of the left-turn is not possible because of the difference of traffic environments between two contries. In order to improve this problem, it is undertaken in this study to develop techniques for the estimation of unprotected left-turn saturation flows based on Korean drivers' data. As study intersections, signalized or unsignalized intersections on the 6, 4 and 2 lane streets are selected. the data for the saturation flow measurement and gap-acceptance behavior analysis are inputed in a notebook computer on the sites. The critical acceptance gaps of the 6, 4, and 2 lane streets are analyzed to be 6.0 secs, 4.6 secs, and 4.3 secs respectively. the average minimum headway of the left-turn vehicle was observed to be 2.6 secs. As the model to estimate unportected left-turn saturation flows, the drew model is recommended for 6 and 4 lane streets, and a graph is suggested for the 2-lane street. As the values of the parameters of the Drew model, the 2.6 secs of this study is recommended for the average minimum headway of the left-turn. But, the critical acceptance gap varies according to the approach speed of opposing traffic and driver population, it requires field survey to measure the gap of an intersection; however, the values of the gaps studied in this study may be used for the general intersections in urban area in Korean.

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경기도 지역 지방자치단체 노인복지시설의 효율성 격차 분석 (Analysis of Efficiency Gap of Local Governments' Aged Welfare Institutions in Gyeonggi-do Province)

  • 윤의영
    • 한국지역지리학회지
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    • 제15권6호
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    • pp.774-788
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    • 2009
  • 본 연구는 경기도 지역 27개 기초자치단체의 노인복지시설의 상대적 효율성을 자료포락분석을 이용하여 측정하였다. 분석결과, 12개 자치단체의 노인복지시설이 각각의 준거집단들에 비해 비효율적인 것으로 나타났는데, 이는 경기도 내 지역 간에 노인복지서비스의 효율성 측면에서 격차가 있음을 의미한다. 노인복지시설의 효율성에 상대적으로 큰 영향을 미치는 요소는, 경기도 지역 전체를 보았을 때 산출변수 중에서는 노인복지예산(노인1인당복지비), 투입변수 중에서는 복지시설의 수인 것으로 나타났다. 그러나 각 자치단체별로는 영향력 변수가 각기 다르다.

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SWAT2000 모형을 이용한 갑천수계의 소유역별 유출량 추정 (Streamflow Estimation for Subbasins of Gap Stream Watershed by Using SWAT2000 Model)

  • 문종필;김태철
    • 한국농공학회논문집
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    • 제48권5호
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    • pp.29-38
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    • 2006
  • Geographic Information System has extended to higher assessment of water resources. GIS linking with hydrological model becomes a trend in water resource assessment modeling. One of the most popular models is SWAT2000 which have effectiveness in multi-purpose processes for predicting the impact of land management practices on water, sediments and chemicals yields in large complex watershed with varying soils, land uses, and management conditions over long period of time. In this study, SWAT2000 model was applied to Gap stream watershed in Daejeon city where TMDL (Total Maximum Daily Load) Regulation would be implanted. The Gap Stream watershed was partitioned into 8 subbasins, however, only 3 out of 8 subbaisns were observed for having practical gauged data on the basis of streamflow from the year of 2002 to 2005. Gauged streamflow data of Indong, Boksu and Hoeduck stations were used for calibration and validation of the SWAT Streamflow simulation. Estimation Efficiency Analysis (COE), Regression Analysis ($R^{2}$), Relative Error (R.E.) were used for comparing observed streamflow data of the 3 subbasins on the daily and monthly basis with estimated streamflow data in order to fix optimized parameters for the best fitted results. COE value for the daily and monthly streamflow was ranged from 0.45 to 0.96. $R^{2}$ values for daily and monthly streamflow ranged from 0.51 to 0.97. R.E. values for total streamflow volume ranged from 3 % to 22.5 %. The accuracy of the model results shows that the SWAT2000 model can be applicable to Korean watersheds like the Gap Stream watershed that needs to be partitioned into a number of subbasins for TMDL regulation.

중국 도·농 간 소득격차에 영향을 미치는 요인 (Factors Effect on Income-Gap Between Urban and Rural Area in China)

  • 남설봉;나승화
    • 한국프랜차이즈경영연구
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    • 제6권1호
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    • pp.21-41
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    • 2015
  • The purpose of the study is to review the real situations of the income-gap between urban and rural areas which is focused on as one of the biggest issues revealed in the process of Chinese economic development and to find out which factors will alleviate or deteriorate such income-gap, also to find out such factors will effect differently on the regional characteristics. To analyze it, six factors such as industrialization-ratio, urbanization-ratio, tertiary industry-ratio, the level of both governmental educational support and agricultural support, and Chinese dual-economic structure are considered as explanatory variables, and OLS regression analysis was implemented to the factor data for the period of 1986-2007 about Chinese 31 districts(castles and cities). The results of the analysis show that both industrialization factors and urbanization factors affect significantly to alleviate income-gap between urban and rural areas, and as predicted, they also shows that dual-economic structure between urban and rural areas is the most biggest factors to enlarge the above mentioned income-gap. However, in accordance to the different level of economic development in eastern, central, and western districts the study shows that such factors will affect them differently respectively. The contents are as follows; In eastern district governmental educational support factor will affect the most great influence to alleviate the income-gap, in central district industrialization factor will affect the most great influence to alleviate the gap, and western district governmental agricultural support factor will affect the most great influence to alleviate the gap. Therefore, in solving the issue of income-gap between urban and rural areas in China we recommend that it is necessary for more differential policy in considering regional characteristics than unilateral policy to Chinese whole areas.

디지털 유지관리를 위한 데이터 기반 교량 신축이음 유간 평가 (Evaluation of Data-based Expansion Joint-gap for Digital Maintenance )

  • 박종호;신유성
    • 한국구조물진단유지관리공학회 논문집
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    • 제28권2호
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    • pp.1-8
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    • 2024
  • 신축이음 장치는 교량 상부구조의 신축량을 수용할 목적으로 설치되며 공용중 충분한 유간을 확보하여야 한다. 안전점검 및 정밀안전진단 수행 시 유간부족 및 유간과다에 대한 손상을 명시하고 있으나, 유간에 따른 교량의 이상 거동을 판별하기 위한 기준이 미흡하다. 본 연구에서는 동일 신축이음부의 유간 데이터를 지속적으로 추적하여 데이터 기반의 유지관리 방안을 제시하였다. 689개소의 신축이음 장치에서 계절별 영향을 고려하여 총 2,756개의 유간 데이터를 수집하였다. 동일 위치에서 4개 이상의 데이터를 통해 신축거동을 분석할 수 있는 유간 변화 평가 방안을 마련하였으며, 신축거동에 영향을 미치는 인자를 분류하고 딥러닝과 설명 가능한 AI를 통해 각 인자의 영향도를 분석하였다. 유간 평가 그래프를 통해 교량 상부구조의 이상 거동을 협착 및 기능 고장으로 분류하였다. 이론적 거동을 보이고 있다하더라도 협착 가능성이 나타날 수 있는 사례 및 하절기 협착 가능성이 매우 높게 나타난 사례가 도출되었다. 협착 가능성은 낮으나 교량 상부구조에 기능상 문제점이 발생했을 가능성이 높은 사례와 시공오류에 따라 신축이음 장치가 재시공된 사례도 도출되었다. 딥러닝 및 설명 가능한 AI를 통한 영향인자 분석은 기존의 신축유간 계산식 및 교량 설계에 따른 결과로 설명 가능하여 신뢰 가능한 수준으로 판단되어 추후 모델의 개선을 통해 유지관리를 위한 가이드를 제시할 수 있을 것이라 판단된다.