• Title/Summary/Keyword: Model Efficiency

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Measuring the Dynamic Efficiency of Government Research Institutes in R&D and Commercialization by DEA Window Analysis (DEA 윈도우 분석을 이용한 정부출연연구기관의 연구개발 사업화 동태적 효율성 분석)

  • Lee, Seonghee;Kim, Taesoo;Lee, Hakyeon
    • Korean Management Science Review
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    • v.32 no.4
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    • pp.193-207
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    • 2015
  • Government-funded research institutes (GRIs) have played a pivotal role in national R&D in Korea. To achieve desired goals of GRIs with the limited R&D budget, their performance along with time needs to be measured and compared so that appropriate R&D policies can be formulated and implemented. This study measures the dynamic performance of GRIs from the efficiency perspective using the window model of data envelopment analysis (DEA). DEA is a non-parametric approach to measuring the relative efficiency of decision-making units (DMUs) with multiple inputs and outputs, and the DEA window model can capture the dynamic changes in efficiency of DMUs during multiple periods. The relative efficiency of GRIs is measured from the two perspectives: R&D and R&BD. Patents, papers, technology transfers are selected as outputs for R&D while compensated technology transfers and technology royalty are employed as outputs for R&BD. This study measures and compares the two types of performance of 20 Korean GRIs under the control of National Research Council of Science and Technology during the period of six years from 2008 to 2013. The results are expected to provide fruitful implications for national R&D policy making.

A Study on Eco-Efficiency in Public Sector Using Decision Tree and DEA Analysis (의사결정나무와 자료포락 분석을 이용한 공공기관 유형별 환경효율성에 대한 연구)

  • Lim, Mi Sun;Kim, Jinhwa;Choi, Soon Jae
    • Journal of the Korean Operations Research and Management Science Society
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    • v.40 no.1
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    • pp.91-116
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    • 2015
  • This study aims to provide public sectors with eco-efficiency information. To implement the purposes of the study, environmental and economic variables of Eco-Efficiency were identified through decision tree model, then the relative Eco-Efficiencies of 243 public sectors were evaluated through input-oriented DEA (Data Envelopment Analysis) model. Specifically, the amount of public purchasing per a staff and the amount of energy use per a staff were considered as input factors. Sales per a staff was considered as output factor. The result shows that most of the public sectors (94.2%) were evaluated as "inefficient" taking into consideration of average value, 0.501 from market-based public corporations, 0.288 from local public corporations, 0.28 from quasi-market-based public corporations, 0.269 from fund-management-based quasi-governmental institutions, 0.09 from non-classified public institutions, and 0.078 from commissioned-service-based quasi-governmental institutions. Furthermore, it is possible to establish a plan for internal Eco-Efficiency improvement based on information of the reference set. In order to improve the Eco-Efficiency in the public sectors in the long term, environmental impacts of the overall public sectors' operations (e.g., energy saving, water saving, waste reduction, and purchasing of green products) needs to be properly proposed in consideration of BSC (Balanced Scorecard) indicators of public sectors.

Experimental Study on Particle Collection Efficiency of Axial-flow Cyclone in Air Handling Unit (공기조화기 장착용 축상유입식 싸이클론의 입자제거효율에 대한 실험적 연구)

  • Kim, Se-Young;Kwon, Soon-Bark;Park, Duck-Shin;Cho, Young-Min;Kim, Jin-Ho;Kim, Myung-Joon;Kim, Tae-Sung
    • Journal of Korean Society for Atmospheric Environment
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    • v.27 no.3
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    • pp.272-280
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    • 2011
  • A novel particle removal system for air handling unit (AHU) of subway station was evaluated experimentally. The novel system was designed in order to minimize the maintenance cost by applying axial-flow cyclones. The system consists of multiple cyclone units and dust trap. Based on our previous numerical study, it was found to be effective for removal $1\sim10{\mu}m$ sized dust particles. In this study, we manufactured the mock-up model and evaluated the model experimentally. Liquid and solid test particles were generated for evaluating collection efficiency of the system and the pressure drop was monitored. The collection efficiency was varied from 41.2% to 85.9% with increasing the sizes of particle from 1 to $6.5{\mu}m$ by particle count ratio of inlet and outlet. The pressure drop was maintained constant less than $20mmH_2O$. In addition, the collection efficiency was estimated by total mass for solid test particles. It was found that the collection efficiency was 65.7% by particle mass ratio of inlet and outlet. It shows that present system can replace current pre-filters used in subway HVAC system for removing particulate matters with minimal operational cost.

An Analysis of the Efficiency of the Global Logistics Industry with Data Envelopment Analysis and a Tobit Model (세계 물류산업의 효율성에 관한 연구)

  • Park, Woo-Ram;Kwon, Oh-Kyoung;Tongzon, Jose
    • Journal of Korean Society of Transportation
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    • v.26 no.5
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    • pp.41-49
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    • 2008
  • According to the demand for services. a single point contract between a user and provider spreads over the industry, and the relationship between them is a main issue. The user wants to make a deal with the contributor which can provide the effective services to the user. This study is to estimate the efficiency of global logistics industry with Data Envelopment Analysis, by nations from 2001 to 2005. Furthermore, it tries to estimate the inefficiency affected by macro factors, and proves the association between them using Tobit model. Global logistics industry has made growth both externally and internally more than doubled for the last 5years. Technical inefficiency of global logistics industry is more influenced by pure technical inefficiency than inefficiency of scale. Therefore technical efficiency can be increased by decreasing pure technical inefficiency. Through this study, it found that the logistics industry got influenced to its efficiency by high price of oil, and courier and transportation service market is formed stably. Furthermore, it advocates policy planners to consider effectiveness and clearness of policy which influence to inefficiency of logistics industry. Also, it found that labor and financial support can give critical effect.

On the Design of High Order Transformer Circuit Using the Genetic Algorithm and Its Application to the Wheeler Cap Measurement (유전자 알고리즘을 사용한 안테나 고차 변압 회로 구성과 변압 회로를 사용한 Wheeler Cap 효율 측정법)

  • Cho Chi-Hyun;Choo Ho-Sung;Park Ik-Mo;Kang Jin-Seob
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.17 no.8 s.111
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    • pp.753-759
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    • 2006
  • Generally, the Wheeler cap method is used to measure the efficiency of small antennas. This method often gives an unreliable efficiency when the antenna has a complicated operating principle. However, if the high-order circuit model which more closely represents the input impedance of the antenna is used in Wheeler cap method, then more accurate efficiency can be achieved. In this paper, we propose a novel method that can build the high-order circuit model using transformer circuits with the genetic algorithm(GA). To efficiently reduce the searching space in the GA and improve the convergence of the GA process, we suggest a novel scheme that finds appropriate initial values. Finally we verify the proposed method by measuring the efficiency of some passive RFID tag antennas.

A Study on the Construction of IoT based System for District Heating Customer-side Energy Efficiency Management (지역난방 수용가측 효율관리를 위한 IoT 기반 시스템 구축에 관한 연구)

  • Yun, Jungmee;Lee, Sanghak;Ahn, Changkoo;Eom, Jaesik
    • Journal of Energy Engineering
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    • v.26 no.3
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    • pp.113-122
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    • 2017
  • The district heating system, which is the main axis of Korea's collective energy business, contributes to the national benefit and safety with the economical heat energy supply system.However, due to the uncertainty of management subjects and the shortage of professional technical personnel, there are many problems such as deterioration of thermal efficiency and unfairness of the price of the apartment houses. In this paper, we propose the monitoring points necessary for the efficiency and fault management of the district heating customer-side. And we propose a standard reference model to standardize it. We propose a technical methodology to improve the service quality and energy efficiency of the district heating facilities by applying IoT sensor technology, real-time monitoring and integrated management system.

Modification of Sediment Trapping Efficiency Equation of VFS in SWAT Considering the Characteristics of the Agricultural Land in Korea (국내 경작지 특성을 고려한 SWAT 모형의 식생여과대 유사저감 효율 산정식 개선)

  • Han, Jeong Ho;Park, Younshik;Kum, Donghyuk;Jung, Younghun;Jung, Gyo Cheol;Kim, Ki-Sung;Lim, Kyoung Jae
    • Journal of Korean Society on Water Environment
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    • v.31 no.5
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    • pp.482-490
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    • 2015
  • In this study, considering the factors that affects sediment trapping efficiency of Vegetative Filter Strips (VFS), the scenarios were designed to develop a regression equation to estimate sediment trapping efficiency of VFS for agricultural fields in South-Korea. For this, general conditions of agricultural fields in South-Korea were investigated. Then, based on these results, total 53,460 scenarios were set and simulated by Vegetative Filter Strip MODel (VFSMOD-w). Two variables were determined from the results of 53,460 scenarios. These two variables were applied to CurveExpert for development of a equation, which can estimate sediment trapping efficiency of VFS. The equation developed in this study can be used in SWAT model for estimation of sediment reduction efficiency of VFS to upland field in Korea. Moreover, it is expected that VFS will be effectively applied to agricultural fields in South-Korea.

The Study on the Analysis of Efficiency of Governmental R&D Programs Regarding to the S&T Outcomes (과학기술적 성과 관점에서 정부 R&D사업 효율성 분석에 관한 연구)

  • Park, Seok-Jong;Kim, Kyung-Hwa;Jeong, Sang-Ki
    • Journal of Korea Technology Innovation Society
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    • v.14 no.2
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    • pp.205-222
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    • 2011
  • The Korean government continuously increases the R&D investment in order to pursue an economic growth through technological innovation. Hence, the intensity of governmental R&D has increased rapidly. However, the whole amount of the R&D investment is still small compared to developed countries. And the type of R&D policies is more and more changing from the catch-up model to the technology-driven model. Therefore, there is a growing interest in the efficiency of public R&D investment. Hence, many studies on the efficiency of R&D investment have been researched. This study estimated the efficiency of governmental R&D programs considering the technological outcomes, e.g. theses, patents and so on, using DEA(Data Envelopment Analysis) with data of S&T investment and outcomes from NTIS(National S&D Information Service). In addition, we used the Mann-Whitney Test to investigate the characteristics of governmental R&D investment.

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A Modeling of an efficiency analysis based on DEA_AR and AHP for the improvement of usefulness of the Accreditation of Hospitals (의료기관평가의 유용성 증대를 위한 AHP와 DEA_AR 기반의 효율성 분석 모델 구축)

  • O, Dong-Il
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.11 no.7
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    • pp.2406-2419
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    • 2010
  • This study aims to elevate the usefulness of the current annual Accreditation of Hospitals. To achieve this purpose, A modeling of an efficiency analysis based on DEA and AHP to the Accreditation of Hospitals Data from 2004 to 2008. By applying to AHP and DEA_AR to the scores derived from the various domains in data, An adequate prediction model about conversion factor in fee contract is made. By summarizing information derived from DEA, factor analysis and Generalized Linear Model, The linear functions combining conversion factor and efficiency index is successfully established. The factor analysis with AHP was used to merge diverse scores from the domains of evaluation. Not only the input and output initially introduced, AHP scores, dummy variables of hospital classification, geographical location are effective variables to forecast a conversion factor. If a predicted conversion factors from efficiency is used, It will be a great contributions to the annul doctor's fee contract.

A Study on the Influence Factor and Efficiency Analysis of 6th Industrialization (6차 산업화 영향요인 및 효율성 분석에 관한 연구)

  • Son, Sang-Chul;Lee, Seung-Hee
    • Journal of Industrial Convergence
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    • v.15 no.2
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    • pp.7-16
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    • 2017
  • The 6th industrialization of agriculture, which promotes the virtuous cycle of creating new value with through the convergence integration of agriculture and contributing to the vitalization of local economy etc. Accordingly, the purpose of this research is to provide implication for the efficiency, vitalization of domestic 6th industrialization per regions Analysis is use of the "2015~2016 Food Agriculture 6th Industrialization Basic Reality Survey Research" report data. As an analytical method DEA(Data Envelopment Analysis), Tobit model were used for results. The following are the summary of hypothesis test. First, 6th industrialization of agriculture identify improve income growth and increase efficiency, Second, Efficiency influence factor analysis shows have a minus (-) relation that yearly rural population increase rate, and secondary industry participation rate. Third, 6th industrialization recognition of the business is plus(+) relation influenced. Through this research, There may be a limit of research data and qualitative factor etc, explanatory power, but it is meaningful in the sense that objective implication was drawn for the enhancement of the 6th industrialization per regions.