• 제목/요약/키워드: a model mismatch

검색결과 227건 처리시간 0.03초

변태소성을 고려한 저탄소강 상변태의 Dilatometry 해석 (Dilatometry Analysis of Low Carbon Steel considering Transformation Mismatch Plasticity)

  • 서동우;오창석;김성준
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2005년도 추계학술대회 논문집
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    • pp.332-335
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    • 2005
  • A model is developed to quantitatively analyze the dilatometry curve of carbon steel for the evaluation of phase fraction during transformation. The effect of anisotropic volume change due to transformation mismatch plasticity as well as carbon enrichment in austenite during the transformation is considered in the developed model. The developed model is applied for the analysis of dilatometry curves of carbon steels. The result shows that considering the anisotropic dilatation is very essential to quantitatively evaluate the phase fraction from the dilatation curve.

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Prediction of fully plastic J-integral for weld centerline surface crack considering strength mismatch based on 3D finite element analyses and artificial neural network

  • Duan, Chuanjie;Zhang, Shuhua
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제12권1호
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    • pp.354-366
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    • 2020
  • This work mainly focuses on determination of the fully plastic J-integral solutions for welded center cracked plates subjected to remote tension loading. Detailed three-dimensional elasticeplastic Finite Element Analyses (FEA) were implemented to compute the fully plastic J-integral along the crack front for a wide range of crack geometries, material properties and weld strength mismatch ratios for 900 cases. According to the database generated from FEA, Back-propagation Neural Network (BPNN) model was proposed to predict the values and distributions of fully plastic J-integral along crack front based on the variables used in FEA. The determination coefficient R2 is greater than 0.99, indicating the robustness and goodness of fit of the developed BPNN model. The network model can accurately and efficiently predict the elastic-plastic J-integral for weld centerline crack, which can be used to perform fracture analyses and safety assessment for welded center cracked plates with varying strength mismatch conditions under uniaxial loading.

다시점 영상 부호화를 위한 모형 기반 시점간 비정합 보상 알고리즘 (Model-based Inter-view Mismatch Compensation Algorithm for Multi-view Video Coding)

  • 전영일;이시웅
    • 한국콘텐츠학회논문지
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    • 제8권7호
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    • pp.1-8
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    • 2008
  • 본 논문에서는 다시점 비디오의 카메라 특성 불일치에 따른 시점간 비정합 문제를 해결하기 위한 보상 알고리즘을 제시한다. 시점간 비정합은 다시점 영상의 융합을 어렵게 할 뿐 아니라 압출 효율의 저하를 가져온다. 따라서 이를 보상하기 위한 전처리 기술은 다시점 부호화기의 성능 개선에 있어 필수적이다. 우선, 광-전 전달 특성의 불일치에 의한 다시점 카메라 출력신호의 비정합이 이득과 오프셋의 1차원 모형으로 근사화 될 수 있음을 보인다. 그리고 겹침 영역 검출에 기반한 새로운 시점간 비정합 파라미터 추정 및 보상 알고리즘을 제시한다. Rectify 된 다양한 스테레오 영상을 대상으로 한 모의실험을 통해 제안 알고리즘이 기존 방법에 비해 시점간 비정합을 더욱 정확하게 보상함을 보인다.

서보밸브 스풀-슬리브 형상공차가 압력 정특성에 미치는 영향 연구 (Effect of Spool-Sleeve Geometry on Static Pressure Characteristics of Servo Valves)

  • 김성동;손성회;함영복
    • 드라이브 ㆍ 컨트롤
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    • 제13권1호
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    • pp.34-42
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    • 2016
  • This study studied how the clearance, overlap and mismatch errors of spool-sleeve affect the static pressure characteristics of a servo valve. A computer simulation model was established as a direct acting servo valve and a series of simulations was conducted for various values of clearance, overlap and mismatch errors. Pressure gain decreased as the clearance increased. The overlap also affects the pressure gain and was similar to the effect of clearance. Asymmetry of the pressure plot got worse and worse as the mismatch error increased.

청년취업자의 주관적 미스매치 결정요인 및 임금효과 분석 (Subjective Mismatch Determinants and Wage Effect of Youth Employees)

  • 황광훈
    • 산업노동연구
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    • 제24권2호
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    • pp.181-214
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    • 2018
  • 본 연구는 한국고용정보원의 청년패널조사(YP2007 2~9차) 자료를 이용하여 청년층 노동시장에서 발생되는 주관적 미스매치의 현상을 살펴보고, 주관적 미스매치의 결정요인 및 임금효과를 분석하였다. 분석 결과, 전반적으로 학력과 기술 수준 모두 미스매치 중 학력과잉과 기술과잉은 두드러지게 감소하는 것으로, 학력부족과 기술부족은 다소 완만하게 증가하는 추이를 보였다. 다음으로, 하향취업(학력/기술 과잉) 결정요인에 대한 분석 결과, 남성은 여성에 비해 하향취업(학력/기술 과잉)이 될 가능성이 낮았으며, 종사상 지위에서는 임시/일용직 보다 상용직 및 비임금근로자의 하향취업 확률이 낮게 나타났다. 마지막으로 pooled OLS 모형과 패널고정효과 모형으로 미스매치의 임금효과를 추정한 결과, 임금에 가장 큰 영향을 미치는 미스매치는 학력과잉인 것으로 나타났고, 학력과잉인 청년취업자들은 그렇지 않은 집단(적정학력)에 비해 평균적으로 6.7% 낮은 임금을 받고 있는 것으로 추정되었다. 관찰되지 않은 개별의 특성을 통제한 후에도 3.2%의 낮은 임금을 받는 것으로 나타났으며, 기술과잉 미스매치의 경우 2.9%, 전공 미스매치가 2.3%로 기준집단에 비해 낮은 임금을 받고 있는 것으로 추정되었다.

양방향 인재매칭을 위한 BERT 기반의 전이학습 모델 (A BERT-based Transfer Learning Model for Bidirectional HR Matching)

  • 오소진;장문경;송희석
    • Journal of Information Technology Applications and Management
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    • 제28권4호
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    • pp.33-43
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    • 2021
  • While youth unemployment has recorded the lowest level since the global COVID-19 pandemic, SMEs(small and medium sized enterprises) are still struggling to fill vacancies. It is difficult for SMEs to find good candidates as well as for job seekers to find appropriate job offers due to information mismatch. To overcome information mismatch, this study proposes the fine-turning model for bidirectional HR matching based on a pre-learning language model called BERT(Bidirectional Encoder Representations from Transformers). The proposed model is capable to recommend job openings suitable for the applicant, or applicants appropriate for the job through sufficient pre-learning of terms including technical jargons. The results of the experiment demonstrate the superior performance of our model in terms of precision, recall, and f1-score compared to the existing content-based metric learning model. This study provides insights for developing practical models for job recommendations and offers suggestions for future research.

단순봉합모델을 이용한 문합에서 탄성경계층의 두께 변화에 따른 컴플라이언스 부적합에 관한 연구 (The Study on Compliance Mismatch with respect to the Thickness Variation of Elastic Foundation in Anastomosis Using Simplified Suturing Model)

  • 이성욱;심재준;한동섭;한근조;김태형
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2003년도 춘계학술대회 논문집
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    • pp.1302-1305
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    • 2003
  • In this paper we analyzed the effect of compliance mismatch with respect to the thickness variation of elastic foundation(fatty tissue) in end-to-end anastomosis. This study considered the preliminary deformed shape induced by suturing in the anastomosis of coronary artery and PTFE with different diameters using simplified suturing model and the fatty tissue surrounding heart and coronary artery for more accurate result using finite element method. Area compliance(C$\sub$A/) was used to analyze the final deformed shape of the anastomotic part with respect to the thickness variation of fatty tissue under mean blood pressure, 100 mmHg(13.3kPa). The results obtained were as follows : 1. When the elastic foundation, assumed to be incompressive material, surrounded the grafts in anastomosis, the compliance mismatch of artery and PTFE was improved by 47∼72%. 2. As the initial diameter ratio(R$\sub$I/) became larger, the higher difference of compliance was induced in spite of elastic foundation surrounding grafts.

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잡음 차폐를 이용한 온라인 모델 보상 (On-line model compensation using noise masking effect for robust speech recognition)

  • 정규준;조훈영;오영환
    • 대한음성학회:학술대회논문집
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    • 대한음성학회 2003년도 5월 학술대회지
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    • pp.215-218
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    • 2003
  • In this paper we apply PMC (parallel model combination) to speech recognition system online. As a representative of model based noise compensation techniques, PMC compensates environmental mismatch by combining pretrained clean speech models and real-time estimated noise information. This is very effective approach for compensating extreme environmental mismatch but is inadequate to use in on-line system for heavy computational cost. To reduce the computational cost and to apply PMC online, we use a noise masking effect - the energy in a frequency band is dominated either by clean speech energy or by noise energy - in the process of model compensation. Experiments on artificially produced noisy speech data confirm that the proposed technique is fast and effective for the on-line model compensation.

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Speech Recognition in Car Noise Environments Using Multiple Models Based on a Hybrid Method of Spectral Subtraction and Residual Noise Masking

  • Song, Myung-Gyu;Jung, Hoi-In;Shim, Kab-Jong;Kim, Hyung-Soon
    • The Journal of the Acoustical Society of Korea
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    • 제18권3E호
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    • pp.3-8
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    • 1999
  • In speech recognition for real-world applications, the performance degradation due to the mismatch introduced between training and testing environments should be overcome. In this paper, to reduce this mismatch, we provide a hybrid method of spectral subtraction and residual noise masking. We also employ multiple model approach to obtain improved robustness over various noise environments. In this approach, multiple model sets are made according to several noise masking levels and then a model set appropriate for the estimated noise level is selected automatically in recognition phase. According to speaker independent isolated word recognition experiments in car noise environments, the proposed method using model sets with only two masking levels reduced average word error rate by 60% in comparison with spectral subtraction method.

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조직의 정보 니즈와 ERP 기능과의 불일치 및 그 대응책에 대한 이해: 조직 메모리 이론을 바탕으로 (Understanding the Mismatch between ERP and Organizational Information Needs and Its Responses: A Study based on Organizational Memory Theory)

  • 정승렬;배억호
    • Asia pacific journal of information systems
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    • 제22권2호
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    • pp.21-38
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    • 2012
  • Until recently, successful implementation of ERP systems has been a popular topic among ERP researchers, who have attempted to identify its various contributing factors. None of these efforts, however, explicitly recognize the need to identify disparities that can exist between organizational information requirements and ERP systems. Since ERP systems are in fact "packages" -that is, software programs developed by independent software vendors for sale to organizations that use them-they are designed to meet the general needs of numerous organizations, rather than the unique needs of a particular organization, as is the case with custom-developed software. By adopting standard packages, organizations can substantially reduce many of the potential implementation risks commonly associated with custom-developed software. However, it is also true that the nature of the package itself could be a risk factor as the features and functions of the ERP systems may not completely comply with a particular organization's informational requirements. In this study, based on the organizational memory mismatch perspective that was derived from organizational memory theory and cognitive dissonance theory, we define the nature of disparities, which we call "mismatches," and propose that the mismatch between organizational information requirements and ERP systems is one of the primary determinants in the successful implementation of ERP systems. Furthermore, we suggest that customization efforts as a coping strategy for mismatches can play a significant role in increasing the possibilities of success. In order to examine the contention we propose in this study, we employed a survey-based field study of ERP project team members, resulting in a total of 77 responses. The results of this study show that, as anticipated from the organizational memory mismatch perspective, the mismatch between organizational information requirements and ERP systems makes a significantly negative impact on the implementation success of ERP systems. This finding confirms our hypothesis that the more mismatch there is, the more difficult successful ERP implementation is, and thus requires more attention to be drawn to mismatch as a major failure source in ERP implementation. This study also found that as a coping strategy on mismatch, the effects of customization are significant. In other words, utilizing the appropriate customization method could lead to the implementation success of ERP systems. This is somewhat interesting because it runs counter to the argument of some literature and ERP vendors that minimized customization (or even the lack thereof) is required for successful ERP implementation. In many ERP projects, there is a tendency among ERP developers to adopt default ERP functions without any customization, adhering to the slogan of "the introduction of best practices." However, this study asserts that we cannot expect successful implementation if we don't attempt to customize ERP systems when mismatches exist. For a more detailed analysis, we identified three types of mismatches-Non-ERP, Non-Procedure, and Hybrid. Among these, only Non-ERP mismatches (a situation in which ERP systems cannot support the existing information needs that are currently fulfilled) were found to have a direct influence on the implementation of ERP systems. Neither Non-Procedure nor Hybrid mismatches were found to have significant impact in the ERP context. These findings provide meaningful insights since they could serve as the basis for discussing how the ERP implementation process should be defined and what activities should be included in the implementation process. They show that ERP developers may not want to include organizational (or business processes) changes in the implementation process, suggesting that doing so could lead to failed implementation. And in fact, this suggestion eventually turned out to be true when we found that the application of process customization led to higher possibilities of failure. From these discussions, we are convinced that Non-ERP is the only type of mismatch we need to focus on during the implementation process, implying that organizational changes must be made before, rather than during, the implementation process. Finally, this study found that among the various customization approaches, bolt-on development methods in particular seemed to have significantly positive effects. Interestingly again, this finding is not in the same line of thought as that of the vendors in the ERP industry. The vendors' recommendations are to apply as many best practices as possible, thereby resulting in the minimization of customization and utilization of bolt-on development methods. They particularly advise against changing the source code and rather recommend employing, when necessary, the method of programming additional software code using the computer language of the vendor. As previously stated, however, our study found active customization, especially bolt-on development methods, to have positive effects on ERP, and found source code changes in particular to have the most significant effects. Moreover, our study found programming additional software to be ineffective, suggesting there is much difference between ERP developers and vendors in viewpoints and strategies toward ERP customization. In summary, mismatches are inherent in the ERP implementation context and play an important role in determining its success. Considering the significance of mismatches, this study proposes a new model for successful ERP implementation, developed from the organizational memory mismatch perspective, and provides many insights by empirically confirming the model's usefulness.

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