• Title/Summary/Keyword: Industrial Technology R&D

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Vignetting Dimensional Geometric Models and a Downhill Simplex Search

  • Kim, Hyung Tae;Lee, Duk Yeon;Choi, Dongwoon;Kang, Jaehyeon;Lee, Dong-Wook
    • Current Optics and Photonics
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    • v.6 no.2
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    • pp.161-170
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    • 2022
  • Three-dimensional (3D) geometric models are introduced to correct vignetting, and a downhill simplex search is applied to determine the coefficients of a 3D model used in digital microscopy. Vignetting is nonuniform illuminance with a geometric regularity on a two-dimensional (2D) image plane, which allows the illuminance distribution to be estimated using 3D models. The 3D models are defined using generalized polynomials and arbitrary coefficients. Because the 3D models are nonlinear, their coefficients are determined using a simplex search. The cost function of the simplex search is defined to minimize the error between the 3D model and the reference image of a standard white board. The conventional and proposed methods for correcting the vignetting are used in experiments on four inspection systems based on machine vision and microscopy. The methods are investigated using various performance indices, including the coefficient of determination, the mean absolute error, and the uniformity after correction. The proposed method is intuitive and shows performance similar to the conventional approach, using a smaller number of coefficients.

An Analysis on the Effect of Industrial Technology R&D Investment on Employment (산업기술 R&D 투자의 고용창출효과 분석)

  • Kim, Ho-Young;Euh, Seung-Seob;Jun, Young-Doo;Yoo, Seung-Hoon
    • Journal of Korea Technology Innovation Society
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    • v.17 no.4
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    • pp.651-672
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    • 2014
  • Under the diagnosis of low employment rate and low growth, the government regards the creation of new jobs through the creative and innovative R&D as an important national plans. This study attempts to measure the employment creation effect of R&D investment of industrial technology by using input-output analysis used in domestic and international broadly. The employment effect can be divided into employment inducement effect and direct employment effect. As a result of the analysis, The employment creation effect of R&D investment of government industrial technology is measured to be 8-12 peoples per 1 billion KRW investment. This results mean that government R&D investment is a effective policy for employment creation. And it is necessary to establish R&D policies that reflect the technical characteristics of the employment creation effect. In short term, it is important that the government invest the superior technology of total employment and direct employment as essential means of employment creation by selection and concentration strategy. In mid-long term, the government should focus on technology spread as technology transfer and opening innovation strategy for employment creation to support superior technology of employment inducement. The results of this study can be used in analysis on the employment creation effect related to industrial technology R&D.

Analysis of Investment in Nanotechnology Using DEA (DEA를 활용한 나노기술의 투자분석)

  • Yoon, Seung-Chul;Kim, Heung-Kyu
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.41 no.4
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    • pp.101-110
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    • 2018
  • This study aims to objectively measure the efficiency of nanotechnology R&D programs by systematically evaluating the inputs and outputs of nanotechnology R&D activities and to find implications for improving the efficiency of nanotechnology R&D programs. Data on input factors such as R&D investment, R&D manpower, R&D period, and output factors such as paper, patent, and commercialization for R&D projects which started from 2008 or afterwards and ended by 2011 are gathered through National Science and Technology Knowledge Information Service, which are used for efficiency evaluation. In this study, we analyzed R&D efficiency in detailed technology units in depth. The process taken in this study is as follows. First, the basic statistics of input and output factors to compare and analyze R&D investment, R&D manpower, R&D period, paper, patent, and commercialization status by technology unit are analyzed. Next, DEA models are utilized to derive the overall efficiency, pure technology efficiency, and scale efficiency by conducting the efficiency evaluation for each technology unit, from which implications for strategic budget allocation are derived. In addition, partial efficiency evaluation is conducted to identify advantages and disadvantages of each technology unit. In turn, cluster analysis is performed to identify similar technology units, from which implications for efficiency improvement are derived.

Boron Nitride Nanotubes and its Industrial Applications (질화붕소나노튜브(BNNT: Boron Nitride Nanotubes)의 산업적 응용에 대한 고찰)

  • Lee, Jiwon;Lee, Soonduk;Zo, Min Kyung;Seo, Duckbong;Kim, Jaewoo
    • Prospectives of Industrial Chemistry
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    • v.20 no.4
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    • pp.1-20
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    • 2017
  • 질화붕소나노튜브(BNNT: Boron Nitride Nanotubes)는 근래에 들어 전 세계적으로 많은 주목을 받고 있는 나노신소재이다. CNT와 유사한 기계적 특성과 열전도, 열팽창 특성을 가지고 있지만 동시에 세라믹의 특성도 가지고 있어 열적/화학적 안정에 있어서는 CNT와 비교하여 매우 우수하다. 특히 BNNT를 구성하고 있는 붕소는 열중성자를 흡수할 수 있는 능력이 CNT를 구성하고 있는 탄소와 비교하여 20만 배나 높기 때문에, 우수한 기계적 특성을 이용한 경량화와 방사선 차폐능을 동시에 보유할 수 있는 미래 우주공학 물질로 매우 유용하다. 그러나 제조하는데 상대적으로 많은 에너지가 필요하고, 전 세계적으로 아직 대량생산이 이루어지지 않고 있으며, 제조 시 생성되는 불순물의 양이 많은 것이 단점이다. 또한 BNNT를 정제하는 것은 매우 어려워 산업적 응용은 아직 제한적이라 할 수 있지만, BNNT가 CNT와 세라믹의 특성을 동시에 보유하고 있다는 물질의 우수성과 활발한 연구개발 활동을 감안하면, 이에 대한 해결점을 찾을 수 있을 것으로 예상된다. 본 고찰에서는 다양한 BNNT의 제조방법과 각 방법의 장단점을 소개하고, 현재 연구되고 있는 BNNT의 산업적 응용에 대해 소개할 것이다. 이를 통해 국내에서 매우 미진한 BNNT 관련 연구가 활성화되는 계기가 될 것을 기대한다.

The Effectiveness of Information Telecommunication (IT) Capital and R&D Stock Variation on the Korean Industrial Sector (정보통신자본과 R&D스톡변동이 국내 산업부문별 성장에 미치는 영향연구)

  • 박추환
    • Journal of Korea Technology Innovation Society
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    • v.4 no.1
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    • pp.79-95
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    • 2001
  • This paper examines the effects of information telecommunication (IT) capital and R&D stock variation on the growth of Korean industry, using a time series approach. Most specifically, we apply the Granger causality and impulse response analysis to our examination of Koreas industrial growth, IT capital, and R&D stocks. The Johansen co-integration test is performed in order to analyze long-term relations among these variables. This research explores the way in which IT capital and R&D stocks variation from economic shocks affects the growth of Koreas industrial sector. The effects are ambiguous, however, across industrial sectors. An impulse response function analysis shows that the effects of IT capital and R&D stock fluctuations in each industrial sector are presented for different time periods.

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Monitoring the Change of Technological Impacts of Technology Sectors Using Patent Information: the Case of Korea

  • Yoon, Janghyeok;Kim, Mujin;Kim, Doyeon;Kim, Jonghwa;Park, Hyunseok
    • Industrial Engineering and Management Systems
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    • v.14 no.1
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    • pp.58-72
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    • 2015
  • A primary concern of national R&D plans is to encourage technological development in private firms and research institutes. For effective R&D planning and program support, it is necessary to assess technological impacts that may exist both directly and indirectly among technology areas within the whole technology system; however, previous studies analyze only direct impacts among technologies, failing to capture both direct and indirect impacts. Therefore, this study proposes an approach based on decision-making trial and evaluation laboratory (DEMATEL) to identifying specific characteristics of technology areas, such as technological impact and degree of cause or effect (DCE). The method employs patent co-classification analysis to construct a technological knowledge flow matrix. Next, to capture both direct and indirect effects among technology areas, it incorporates the modified DEMATEL process into patent analysis. The method helps analysts assess the technological impact and DCE of technology areas, and observe their evolving trajectories over time, thereby identifying relevant technological implications. This study presents a case study using Korean patents registered during 2003-2012. We expect our analysis results to be helpful input for R&D planning, as well as the suggested approach to be incorporated into processes for formulating national R&D plans.

A Case Study on Qualitative Efficiency of National R&D Projects on Technical Performances : Focused on Livestock Quarantine (국가 R&D 기술적 성과의 질적 효율성 분석에 관한 사례 연구 : 가축방역 분야를 중심으로)

  • Kim, Kyung-Soo;Cho, Nam-Wook
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.42 no.4
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    • pp.8-15
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    • 2019
  • Korea's R&D investment has significantly increased in recent years and the quantitative outputs such as number of papers and patents have also increased with the investment. However, the quality of R&D outputs has not been fully addressed. In particular, quality of technical performance, such as the quality of patents, has attracted little attention. In this paper, a Data Envelopment Analysis (DEA) method was used to construct models for efficiency analysis of R&D investment, focused on quality of technical performance. Indices were proposed to analyze the quantitative and qualitative efficiencies of R&D investment. In order to effectively analyze R&D efficiencies, the measurement units of the input and output variables were standardized. Based on cases of livestock quarantine R&D projects of Korea, the quantitative and qualitative efficiencies of national R&D projects were analyzed and factors that would influence R&D efficiencies were identified. This paper suggests that both quantitative and qualitative efficiencies should be considered when measuring R&D efficiency. Also, it is recommended to carefully consider the characteristics of R&D projects during project selection stage.

R&D Project Selection Methodology for Green Technology : Focused on Developing Country-Oriented Technology Commercialization (녹색기술 유망 R&D 과제 선정 방법론 : 개도국향 기술사업화를 중심으로)

  • Park, Chulho;Han, Joon;Ku, Jisun;Lee, Sanghoon;Lee, Hakyeon
    • Journal of Korean Institute of Industrial Engineers
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    • v.43 no.1
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    • pp.49-61
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    • 2017
  • This paper proposes an R&D project selection methodology for green technology centered on developing country-oriented technology commercialization. Eight selection criteria are derived from the R&BD logic model : technology needs of developing countries, effectiveness of green technology, technological potentials, domestic technological capability, commercialization feasibility, economic benefits, business feasibility, and spillover effects of developing countries. 21 qualitative and quantitative indicators are then defined for each criterion. The analytic hierarchy process is conducted to produce relative importance of evaluation indicators and to set final priority scores of R&D project candidates. The working of the proposed methodology is provided with the help of a case study example of Green Technology Center. The proposed methodology is expected to be effectively utilized for policy practices of R&D project selection in the field of green technology.

The Effect of Si Content on Important Properties of A Mo and V Free Low Alloy Cast Steel for The Insert of Cold Pressing Die (냉간 인서트 금형용 Mo, V 무첨가 저합금 주강의 주요 성질에 미치는 Si함량의 영향)

  • Shin, Je-Sik;Kim, Bong-Whan;Moon, Byung-Moon
    • Journal of Korea Foundry Society
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    • v.29 no.2
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    • pp.70-77
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    • 2009
  • The aim of this study was to develop a Mo and V free low alloy cast steel materials, enabling the significant cost- and time-savings in manufacturing and maintaining the insert of cold pressing die without impairment of the important properties. For this purpose, the effects of Si content on combinations of important properties such as hardness, hardenability, and weldability, and strength were systematically investigated. In order to evaluate the applicability as the insert of cold pressing die, the mechanical properties were measured after spheroidization annealing, quenching and tempering, and flame hardening heat treatments, respectively. After the Q/T and F.H. treatments, the developed 0.8${\sim}$1.6%Si containing Mo and V free low alloy cast steels showed excellent matrix strengthening effect, hardenability, and weldability, fulfilling the industrial criterion of the mechanical properties for automobile cold pressing die insert.