• 제목/요약/키워드: Model Efficiency

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A Conditional Unrelated Question Model with Quantitative Attribute

  • Lee, Gi Sung;Hong, Ki Hak
    • Communications for Statistical Applications and Methods
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    • 제8권3호
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    • pp.753-765
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    • 2001
  • We suggest a quantitative conditional unrelated question model that can be used in obtaining more sensitive information. For whom say "yes" about the less 7han sensitive question .B we ask only about the more sensitive variable X. We extend our model to two sample case when there is no information about the true mean of the unrelated variable Y. Finally we compare the efficiency of our model with that of Greenberg et al.′s.

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Modified Materka Model를 이용한 4H-SiC MESFET 대신호 모델링 (4H-SiC MESFET Large Signal Modeling using Modified Materka Model)

  • 이수웅;송남진;범진욱
    • 한국전자파학회논문지
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    • 제12권6호
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    • pp.890-898
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    • 2001
  • Modified Materka-Kacprzak 대신호 MESFET(Metal Semiconductor Field Effect Transistor) model을 사용하여 4H-SiC MESFET의 대신호 모델링을 수행하였다. Silvaco사의 소자 시뮬레이터인 ATLAS를 사용하여 4H-SiC MESFET 소자 시뮬레이션을 수행하고, 이 결과를 modified Materka 대신호 모델을 사용하여 모델링 하였다. 시뮬레이션 및 모델링 결과는 -8 V의 pinch off 전압과 $V_{GS}$ =0 V, $V_{DS}$ =25 V에서 $I_{DSS}$270 mA/mm, $G_{m}$ =52.8 ms/mm를 얻을 수 있었고, 전력 특성 시뮬레이션을 통해 2GHz, $V_{GS}$ =-4V, $V_{DS}$ =25 V에서 10dB의 Gain과 34dBm(1 dB compression point)의 출력전력, 7.6W/mm의 전력밀도, 37%의 PAE(power added efficiency)를 얻을 수 있었다.다.

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프랙탈을 이용한 지형복원 모형개발 (Development of Topography Restoration Model using Fractal Method)

  • 권기욱;안병구;이종달
    • 한국지리정보학회지
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    • 제9권3호
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    • pp.123-135
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    • 2006
  • 본 연구에서는 기존에 개발된 지형 보간기법의 정확도와 효율성을 극대화하기 위해 프랙탈 기법을 적용하여 소량의 기지 지형정보로도 대상지역의 자연지형이 가지는 불규칙성을 재현하여 보다 실제지형에 가까운 지형정보를 생성할 수 있는 FEDISA 모형을 개발하였다. 또한 모형의 적합성 및 효용성을 검토하기 위한 도구로 경사도 범위지수 $I_{SR}$, 표면적 지수 $I_{SA}$, 체적 지수 $I_V$를 개발하였으며, 모형의 적용 대상면적을 $75m{\times}75m$, $150m{\times}150m$, $300m{\times}300m$, $600m{\times}600m$, $1,200m{\times}1,200m$ 등으로 다양하게 설정하여 기존의 보간 기법 및 FEDISA 모형에 의한 계산 결과와 실측자료에 대해 비교 검토를 통하여 FEDISA 모형의 효용성과 적합성을 제시하였다.

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대면적 태양광 모듈의 기계적 신뢰성 평가를 위한 모델 (Structural Analysis Model to Evaluate the Mechanical Reliability of Large-area Photovoltaic Modules)

  • 노요한;정정호;이재형
    • Current Photovoltaic Research
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    • 제10권2호
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    • pp.56-61
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    • 2022
  • Recently, the expansion of the domestic solar market due to the promotion of eco-friendly and alternative energy-related policies is promising, and it is expected to lead the high-efficiency/high-power module market based on M10 or larger cells to reduce LCOE, 540-560W, M12 based on M10 cells Compared to the existing technology with an output of 650-700W based on cells, it is necessary to secure competitiveness through the development of modules with 600W based on M10 cells and 750W based on M12 cells. For the development of high efficiency/high-power n-type bifacial, it is necessary to secure a lightweight technology and structure due to the increase in weight of the glass to glass module according to the large area of the module. Since the mechanical strength characteristics according to the large area and high weight of the module are very important, design values such as a frame of a new structure that can withstand the mechanical load of the Mechanical Load Test and the location of the mounting hole are required. In this study, a structural analysis design model was introduced to secure mechanical reliability according to the enlargement of the module area, and the design model was verified through the mechanical load test of the actual product. It can be used as a design model to secure the mechanical reliability required for PV modules by variables such as module area, frame shape, and the location and quantity of mounting holes of the structural analysis model verified. A relationship of output drop can be obtained.

교사 내 플랜트 모델 유형별 적용에 따른 공기질 변화 (Changes in Air Quality through the Application of Three Types of Green-Wall Model within Classrooms)

  • 양호형;김형주;방성원;조흔우;이형석;한승원;김광진;김호현
    • 한국환경보건학회지
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    • 제49권6호
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    • pp.295-304
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    • 2023
  • Background: Adolescents are relatively more sensitive than adults to exposure to indoor pollutants. The indoor air quality in classrooms where students spend time together must therefore be managed at a safe level because it can affect the health of students. Objectives: In this study, three types of green-wall models were applied to classrooms where students spend a long time in a limited space, and the resulting effects on reducing PM were evaluated. Methods: In the middle school classrooms which were selected as the experimental subjects, IoT-based indoor air quality monitoring equipment was installed for real-time monitoring. Three types of plant models (passive, active, and active+light) were installed in each classroom to evaluate the effects on improving indoor air quality. Results: The concentration of PM in the classroom is influenced by outdoor air quality, but repeated increases and decreases in concentration were observed due to the influence of students' activities. There was a PM reduction effect by applying the green-wall model. There was a difference in PM reduction efficiency depending on the type of green-wall model, and the reduction efficiency of the active model was higher than the passive model. Conclusions: The active green-wall model can be used as an efficient method of improving indoor air quality. Additionally, more research is needed to increase the efficiency of improving indoor air quality by setting conditions that can stimulate the growth of each type of plant.

원자력 이용 고체산화물 고온전기분해 수소 및 합성가스 생산시스템의 열역학적 효율 분석 연구 (A Study on Thermodynamic Efficiency for HTSE Hydrogen and Synthesis Gas Production System using Nuclear Plant)

  • 윤덕주;고재화
    • 한국수소및신에너지학회논문집
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    • 제20권5호
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    • pp.416-423
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    • 2009
  • High-temperature steam electrolysis (HTSE) using solid oxide cell is a challenging method for highly efficient large-scale hydrogen production as a reversible process of solid oxide fuel cell (SOFC). The overall efficiency of the HTSE hydrogen and synthesis gas production system was analyzed thermo-electrochemically. A thermo-electrochemical model for the hydrogen and synthesis gas production system with solid oxide electrolysis cell (SOEC) and very high temperature gas-cooled reactor (VHTR) was established. Sensitivity analyses with regard to the system were performed to investigate the quantitative effects of key parameters on the overall efficiency of the production system. The overall efficiency with SOEC and VHTR was expected to reach a maximum of 58% for the hydrogen production system and to 62% for synthesis gas production system by improving electrical efficiency, steam utilization rate, waste heat recovery rate, electrolysis efficiency, and thermal efficiency. Therefore, overall efficiency of the synthesis production system has higher efficiency than that of the hydrogen production system.

Determinants of Retail Banking Efficiency: A Case of Vietcombank Branches in the Mekong-Delta Region

  • LE, Thi Thu Diem
    • The Journal of Asian Finance, Economics and Business
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    • 제7권7호
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    • pp.439-451
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    • 2020
  • This study focused on researching the factors affecting retail banking efficiency of Vietcombank branches in the Mekong-Delta region. By collecting data from financial statements from 15 branches of VCB in the Mekong-Delta Region between 2015 and 2018, the paper applies DEA estimation to measure the effectiveness of retail banking activities and uses the Tobit regression model to identify factors affecting retail banking efficiency. The results demonstrate that the retail banking efficiency of branches averaged 52.5% during the period. The rating result shows the branches in An Giang, Can Tho, Dong Thap, Kien Giang, Long An, Phu Quoc and Tra Noc rank at the top technical efficiency. In group of medium efficiency, there are branches in Soc Trang, Tien Giang and Vinh Long. In the category of the poor efficiency are the branches in Bac Lieu, Ben Tre, Ca Mau, Chau Doc and Tra Vinh. The results also show that bank scale-related factors, capital adequacy, credit quality, time specific and region impact significantly the retail banking efficiency. The research not, only contributes to enriching the empirical research method but also is significant for the management activities in business developing strategies, improving the operational efficiency of Vietcombank in the region.

지방공사의료원 규모의 효율성이 수입과 비용에 미치는 영향에 관한 연구 (The Study for Influence of the Efficiency Score of Public Corporation Medical Center on Revenue and Expenses)

  • 김양균;한보라
    • 보건행정학회지
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    • 제15권2호
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    • pp.53-69
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    • 2005
  • This study has two different objectives. First of all is to comparing results of size efficiency scoring on Public Corporation Medical Center(PCMC) by years of 1993, 1997 and 2003 using Data Envelopment Analysis (DEA). The second is to explore the relationship between revenue and PCMCs' efficiency score, and the relationship between expenses and the efficiency score in 2003. The average efficiency scores were significantly decreased by years of 1993, 1997 and 2003. The revenue per bed(revenue) in 2003 was smaller than the expenses per bed(expenses) in 2003, therefore PCMCs had deficits in 2003. The expenses was negatively related to the efficiency score. Therefore its means was that improving efficiency score decreased expenses. Contrarily, the revenue had any significant relation to the efficiency score. PCMC needs to various endeavors to improve their productivity and efficiency. One of the alternatives is reduce of work load through integration of PCMC and development of new performance index reflecting their situation and future direction.

완도지역 전복 양식어가 생산의 경영효율성 분석 (Analysis of Management Production Efficiency for Abalone Aquaculture in Wando Area)

  • 강한애;박철형
    • 수산해양교육연구
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    • 제28권6호
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    • pp.1629-1639
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    • 2016
  • This study is to estimate the production efficiency of abalone aquaculture and to find its determinants utilizing the survey data of operating expenses in 2015. The first part of the analysis applied both DEA and Super-DEA for the estimation of efficiency of each aquaculture household as DMU. We used wages, feeding costs and area as inputs and annual profits and sales as outputs of the model. The second part of the study applied both Tobit and OLS for the identification of determinants of the efficiency. We investigated cost-ratio, depreciation costs, careers, value of living seeds, cleaning costs of farming ground and a ratio of 1 and 2 year-old abalone at shipment as potential determinants. The estimation results show us that the average technical efficiency, pure technical efficiency, and scale efficiency score turn out to be 72%, 81% and 85% respectively. The Super-BCC and Super-CCR models reveal their average efficiency scores as 81% and 80%. All of the variables used to identify the determinants of the efficiency. The study results suggests that the production efficiency can be improved by cleaning farming ground and hence lowering the death rate of seeds.

첨단산업기술(6T) 연구개발사업의 효율성 분석: 2단계 네트워크 DEA 접근의 적용 (Analyzing the Efficiency of National 6T R&D Projects by Two-stage Network DEA Approach)

  • 남현동;남태우
    • 산업경영시스템학회지
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    • 제44권3호
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    • pp.248-261
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    • 2021
  • Scientific and technological performances (e.g., patents and publications) made through R&D play a pivotal role for national economic growth. National governments encourage academia-industry cooperation and thereby pursue continuous development of science technology and innovation. Increasing R&D-related investments and manpower are crucial for national industrial development, but evidence of poor performance in business performance, efficiency, and effectiveness has recently been found in Korea. This study evaluates performance efficiency of the 6T sector (Information Technology, Bio Technology, Nano Technology, Space Technology, Environment Technology, Culture Technology), which is considered a high-potential promising industry for the next generation growth and currently occupies two thirds of the national R&D projects. The study measures the relative efficiency of R&D in a comparative perspective by employing the Data Envelopment Analysis (DEA) method. The result reveals overall low efficiency in basic R&D (0.2112), applied R&D (0.2083), development R&D (0.2638), and others (0.0641), confirming that economic performance and efficiency were relatively poor compared to production efficiency. Efficient R&D needs policy makers to create strategies that can increase overall efficiency by improving productivity performance and quality while increasing economic performance.