• Title/Summary/Keyword: DEA method

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Analysis on Logistics Efficiency of China's Agricultural Products Cold Chain from the Green Perspective

  • Qi, Lu;Chung, Gi-Young;Kim, Hyung-Ho
    • International Journal of Advanced Culture Technology
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    • v.8 no.2
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    • pp.192-203
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    • 2020
  • Although the market demand for cold-chain logistics of agricultural products in China is growing rapidly, the technology and scale of cold-chain logistics in China still lag behind the developed countries, resulting in large energy consumption. In our country, many authors have studied the efficiency of cold-chain logistics by using analytic hierarchy process and data envelopment method, but they haven't eliminated the influence of environmental factors and random error factors on the efficiency of cold-chain logistics, and most of them are limited to regional research. Therefore, in this paper, the three-stage DEA method is used. Based on the green logistics idea, firstly, the efficiency of 29 listed logistics enterprises in China is analyzed. Secondly, this paper uses SFA model to exclude the influence of environment and error factors on the analysis results, taking the enterprise's operating years, local GDP and the proportion of cold chain assets as environmental variables. Finally, this paper estimates the efficiency value again by adjusting the input value. The results are as follows: the main reason of high efficiency enterprises is to achieve scale efficiency. So the scale of assets should be maintained or appropriately expanded. At the same time, the economic development and the number of years of enterprise establishment will significantly affect the efficiency of cold-chain logistics. The influence of these environmental variables on the accuracy of the analysis conclusion should be fully considered.

The Quantitative Analysis of Alternative-Decision in Missile Test: Focusing on Selecting a Foreign Test Site through Data Envelopment Analysis (미사일 시험을 위한 대안결정의 정량적 분석: 자료포락분석을 이용한 국외 시험장 선정을 중심으로)

  • Han, Seung Jo
    • Convergence Security Journal
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    • v.20 no.4
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    • pp.3-12
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    • 2020
  • Although the related regulations or guidelines are not specified in the defense weapon system R&D process, R&D authorities frequently encounter problems that require rational decision-making. If the rational process is not applied in the matter of alternative choice, the project could be disrupted, which can result in longer project periods or more resource provision. In particular, a variety of decision-making methods are needed for test&evaluation of missile R&D. The issue of selecting a test site is one of the representative decision-making problems. If it is needed to determine the priority of multiple sites, Delphi Method and Analytic Hierarchy Process(AHP) will be applied. However, if the input of cost is to be considered, Data Envelopment Analysis(DEA) is more valuable to solve the problem. This paper proposes a solution to handle quantitatively various decision-making problems that can occur in missile flight test, and shows how DEA is applied through a simulated case study of selecting a foreign test site.

Comparative Analysis of Management Efficiency of Pharmaceutical Industry before and after COVID-19: Focused on Listed Firms. (COVID-19 전·후 유가증권 의약업의 경영효율성 비교분석)

  • Kang, Da-Yeon;Lee, Ki-Se
    • Journal of Digital Convergence
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    • v.20 no.5
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    • pp.423-432
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    • 2022
  • Due to the development of treatments due to COVID-19, the Firm-value of the pharmaceutical industry has increased. However, the development of treatments has been delayed, and the development of overseas markets has become difficult due to COVID-19. Therefore, this study aims to present an efficient management plan for each firm by analyzing the management efficiency of these firms. As for the research method, DEA analysis was conducted for the pharmaceutical industry. Through this method, we propose values of input variables that inefficient companies can benchmark. As a result of the analysis, there was no significant difference in management efficiency before and after COVID-19, but it was confirmed that the management efficiency of certain Firm decreased. Through this study, it is possible to judge a Firm's survival competitiveness and management strategy, and furthermore, a plan to continuously grow and enhance competitiveness was suggested.

A Study of Frequency Mixing Approaches for Eddy Current Testing of Steam Generator Tubes

  • Jung, Hee-Jun;Song, Sung-Jin;Kim, Chang-Hwan;Kim, Dea-Kwang
    • Journal of the Korean Society for Nondestructive Testing
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    • v.29 no.6
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    • pp.579-585
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    • 2009
  • The multifrequency eddy current testing(ECT) have been proposed various frequency mixing algorithms. In this study, we compare these approaches to frequency mixing of ECT signals from steam generator tubes; time-domain optimization, discrete cosine transform-domain optimization. Specifically, in this study, two different frequency mixing algorithms, a time-domain optimization method and a discrete cosine transform(DCT) optimization method, are investigated using the experimental signals captured from the ASME standard tube. The DCT domain optimization method is computationally fast but produces larger amount of residue.

Extraction of Shape Information of Cost Function Using Dynamic Encoding Algorithm for Searches(DEAS) (최적화기법인 DEAS를 이용한 비용함수의 형상정보 추출)

  • Kim, Jong-Wook;Park, Young-Su;Kim, Tae-Gyu;Kim, Sang-Woo
    • Journal of Institute of Control, Robotics and Systems
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    • v.13 no.8
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    • pp.790-797
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    • 2007
  • This paper proposes a new measure of cost function ruggedness in local optimization with DEAS. DEAS is a computational optimization method developed since 2002 and has been applied to various engineering fields with success. Since DEAS is a recent optimization method which is rarely introduced in Korean, this paper first provides a brief overview and description of DEAS. In minimizing cost function with this non-gradient method, information on function shape measured automatically will enhance search capability. Considering the search strategies of DEAS are well designed with binary matrix structures, analysis of search behaviors will produce beneficial shape information. This paper deals with a simple quadratic function contained with various magnitudes of noise, and DEAS finds local minimum yielding ruggedness measure of given cost function. The proposed shape information will be directly used in improving DEAS performance in future work.

Design and Implementation of Interactive Augmented Reality Coloring Book (상호작용형 증강현실 색칠공부 설계 및 구현)

  • Cho, Kwangmoon;Kim, Hadong;Lee, Youngho
    • Journal of Internet of Things and Convergence
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    • v.1 no.1
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    • pp.5-9
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    • 2015
  • In this paper, we proposed a design of interactive augmented reality coloring book. The proposed method improves user's participation and interest by using real space, augmented reality space, and virtual reality space all together. According to the proposed method, we implemented the PlayingHouse, an interactive augmented reality coloring book. In the future, we expect that AR coloring book could be the category of the library.

Zone-melting of EPD $YBa_2Cu_3O_x$ Thick Film under Low Oxygen Partial Pressure

  • Soh, Dea-Wha;Fan, Zhanguo
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2003.11a
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    • pp.263-266
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    • 2003
  • The fine $YBa_2Cu_3O_x$ powder ($0.2{\sim}1.0\;{\mu}m$) is produced by sol-gel method, and electrophoresis deposition is used for the preparation of $YBa_2Cu_3O_x$ thick films which are deposited on Ag wire. The oriented $YBa_2Cu_3O_x$ was tried to be prepared by the zone-melting method under low oxygen partial pressure. The orientation and the phase composition were examined by the X-ray diffraction and the superconductivities were measured by 4 line method. The critical current densities are still quite low, which may be due to unsuitable technical parameters for zone-melting of $YBa_2Cu_3O_x$ thick films. Therefore the heat treatment condition and controlling of low oxygen partial pressure should be improved in the future experiment.

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Hacking Attacks and Security Measures on All-IP Method and Gateway Method (All-IP방식과 Gateway방식에 대한 해킹공격과 보안대책)

  • Kwon, Se-Hwan;Park, Dea-Woo;Yoon, Kyung-Bae
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2011.10a
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    • pp.265-268
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    • 2011
  • Voice over Internet protocol(VoIP) is support a VoIP service as All-IP method and Gateway method etc. All-IP method to the unit in an Internet environment by applying both the IP service is an VoIP system. Gateway method, using a normal phone call in a way that the Internet is using VoIP. In this paper, scanning and analyze the vulnerability for VoIP systems and networks from All-IP method and the Gateway method In the test bed. All-IP method and Gateway method found in the VoIP vulnerabilities, hacking attack, a denial of service attacks and VoIP spam attacks are carried out. Through analysis of post-attack security measures is proposed.

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A Case Study for the Selection of a Railway Human Reliability Analysis Method (철도 인간신뢰도분석 방법 선정을 위한 사례분석)

  • Jung, Won-Dea;Jang, Seung-Cheol;Wang, Jong-Bae;Kim, Jae-Whan
    • Journal of the Korean Society for Railway
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    • v.9 no.5 s.36
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    • pp.532-538
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    • 2006
  • The railway human reliability analysis(R-HRA) plays a role of identifying and assessing human failure events in the framework of the probabilistic risk assessment(PRA) of the railway systems. This study introduces a case study that was performed to select an appropriate R-HRA method. Three HRA methods were considered in the case study: (1) the K-MRA(THERP/ASEP-based) method, (2) the HEART method, (3) the RSSB-HRA method. Two case events were selected based on the review of the railway incidents/accidents, which include (1) a real-end collision event, which occurred on the railway between the Gomo and Kyungsan stations in 2003, (2) the signal passed at danger(SPAD) events, which are caused from a variety of factors. The three HRA methods were applied to both case events, and then the strengths and limitations of each method were derived and compared with each other from the viewpoint of the applicability of a HRA method to the railway industry.

Design and Control Method for Sub-module DC Voltage Ripple of HVDC-MMC

  • Gwon, Jin-Su;Park, Jung-Woo;Kang, Dea-Wook;Kim, Sungshin
    • Journal of Electrical Engineering and Technology
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    • v.11 no.4
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    • pp.921-930
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    • 2016
  • This paper proposes a design and control method for a high-voltage direction current modular multilevel converter (HVDC-MMC) considering the capacitor voltage ripple of the submodule (SM). The capacitor voltage ripple consists of the line frequency and double-line-frequency components. The double line- frequency component does not fluctuate according to the active power, whereas the line-frequency component is highly influenced by the grid-side voltage and current. If the grid voltage drops, a conventional converter increases the current to maintain the active power. A grid voltage drops, current increment, or both occur with a capacitor voltage ripple higher than the limit value. In order to reliably control an MMC within a limit value, the SM capacitor should be designed on the basis of the capacitor voltage ripple. In this paper, the capacitor voltage ripple according to the grid voltage and current are analyzed, and the proposed control method includes a current limitation method considering the capacitor voltage ripple. The proposed design and control method are verified through simulation using PSCAD/EMTDC.