• Title/Summary/Keyword: research and development's output

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Research about VOD Client that use Internal net (Internet망을 이용한 VOD Client에 관한 연구)

  • Seo, Seung-Beom;Hong, Cheol-Ho;Sin, Dong-Uk;Kim, Seon-Ju;Lee, Mu-Jae
    • Proceedings of the KIEE Conference
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    • 2003.11b
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    • pp.211-214
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    • 2003
  • Current VOD embodiment way is embodied using PC base. However, achieved research that embody this by Embedded System that PC base is not. OS of this system used WindowsCE.net and x86core used having built-ined SC1200(National company's Geode's familys) by CPU and memory used 128MByte SDRAM. Used Mpeg Decoder for processing of video data, and used Enthernet Controller for Internet. Composite, component, S-Video of video output section of this system is and select one of these and connect on TV and did so that get into action. Actuality implementation manufactured necessary BIOS, WinodwsCE.NET Porting, DeviceDriver in system development and necessary simple Application in action confirmation, and Video Player used Window Media Player had included to WindowsCE.net. Therefore, treatise that see to supplement shortcomings of VOD service been embodying in current PC in Embedded System's form embody that there is sense do can.

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Computational intelligence models for predicting the frictional resistance of driven pile foundations in cold regions

  • Shiguan Chen;Huimei Zhang;Kseniya I. Zykova;Hamed Gholizadeh Touchaei;Chao Yuan;Hossein Moayedi;Binh Nguyen Le
    • Computers and Concrete
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    • v.32 no.2
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    • pp.217-232
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    • 2023
  • Numerous studies have been performed on the behavior of pile foundations in cold regions. This study first attempted to employ artificial neural networks (ANN) to predict pile-bearing capacity focusing on pile data recorded primarily on cold regions. As the ANN technique has disadvantages such as finding global minima or slower convergence rates, this study in the second phase deals with the development of an ANN-based predictive model improved with an Elephant herding optimizer (EHO), Dragonfly Algorithm (DA), Genetic Algorithm (GA), and Evolution Strategy (ES) methods for predicting the piles' bearing capacity. The network inputs included the pile geometrical features, pile area (m2), pile length (m), internal friction angle along the pile body and pile tip (Ø°), and effective vertical stress. The MLP model pile's output was the ultimate bearing capacity. A sensitivity analysis was performed to determine the optimum parameters to select the best predictive model. A trial-and-error technique was also used to find the optimum network architecture and the number of hidden nodes. According to the results, there is a good consistency between the pile-bearing DA-MLP-predicted capacities and the measured bearing capacities. Based on the R2 and determination coefficient as 0.90364 and 0.8643 for testing and training datasets, respectively, it is suggested that the DA-MLP model can be effectively implemented with higher reliability, efficiency, and practicability to predict the bearing capacity of piles.

Relationship Assessment on Amount of Irrigation Water & Productivity of Rice by Production Function (생산함수를 이용한 농업용수 관개량과 벼 생산성간 관계 평가)

  • Hur, Seung-Oh;Choi, Soonkun;Yeop, Sojin;Hong, Seong-Chang;Choi, Dongho
    • Korean Journal of Environmental Agriculture
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    • v.38 no.3
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    • pp.133-138
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    • 2019
  • BACKGROUND: Production function gives the equation that shows the relationship between the quantities of productive factors used and the amount of product obtained, and can answer a variety of questions. This study was carried out to evaluate the relationship between irrigation water used for rice production and rice productivity by the production function which shows the mathematical relation between input and output. METHODS AND RESULTS: The statistical data on rice production and on the amount of irrigation water were used for the production function analysis. The analysis period was separated for 1966-1981 and 1982-2011, based on goal's change on agriculture from 'increasing food' to 'complex farming'. The relation between irrigation and yield considering production function is a short-term production function both before and after 1982. These results can be expressed by the sigmoid relation. When comparing the graphs of the two analyzed periods, there are differences in quantity between the maximum point and the minimum point during the same analysis period, which can be called an 'Irrigation Effect' by the difference of irrigation, and 'Technical Effect' by the difference by inputs like as fertilizers etc. CONCLUSION: The results could be useful as information for assessing the relationship between agricultural water and the productivity of rice and predicting rice productivity by irrigation water in Korea.

Assessment of Offshore Wind Power Potential for Turbine Installation in Coastal Areas of Korea (터빈설치를 위한 한국 연안 해상풍력발전 부존량 평가)

  • Kang, Keum Seok;Oh, Nam Sun;Ko, Dong Hui;Jeong, Shin Taek;Hwang, Jae Dong
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.30 no.4
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    • pp.191-199
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    • 2018
  • In this paper, wind data at 20 locations are collected and analyzed in order to review optimal candidate site for offshore wind farm around Korean marginal seas. Observed wind data is fitted to Rayleigh and Weibull distribution and annual energy production is estimated according to wind frequency. As the model of wind turbine generator, seven kinds of output of 1.5~5 MW were selected and their performance curves were used. As a result, Repower-5 MW turbines showed high energy production at wind speeds of 7.15 m/s or higher, but G128-4.5 MW turbines were found to be favorable at lower wind speeds. In the case of Marado, Geojedo and Pohang, where the rate of occurrence of wind speeds over 10 m/s was high, the capacity factor of REpower's 5 MW offshore wind turbine was 56.49%, 50.92% and 50.08%, respectively.

Predictive Model for Evaluating Startup Technology Efficiency: A Data Envelopment Analysis (DEA) Approach Focusing on Companies Selected by TIPS, a Private-led Technology Startup Support Program

  • Jeongho Kim;Hyunmin Park;JooHee Oh
    • International Journal of Advanced Culture Technology
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    • v.12 no.2
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    • pp.167-179
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    • 2024
  • This study addresses the challenge of objectively evaluating the performance of early-stage startups amidst limited information and uncertainty. Focusing on companies selected by TIPS, a leading private sector-driven startup support policy in Korea, the research develops a new indicator to assess technological efficiency. By analyzing various input and output variables collected from Crunchbase and KIND (Korea Investor's Network for Disclosure System) databases, including technology use metrics, patents, and Crunchbase rankings, the study derives technological efficiency for TIPS-selected startups. A prediction model is then developed utilizing machine learning techniques such as Random Forest and boosting (XGBoost) to classify startups into efficiency percentiles (10th, 30th, and 50th). The results indicate that prediction accuracy improves with higher percentiles based on the technical efficiency index, providing valuable insights for evaluating and predicting startup performance in early markets characterized by information scarcity and uncertainty. Future research directions should focus on assessing growth potential and sustainability using the developed classification and prediction models, aiding investors in making data-driven investment decisions and contributing to the development of the early startup ecosystem.

Comparison of the Detection Efficiency $a-Se_{1-x}As_x$ in X-ray Detection Sensor of $Gd_2O_2S(Eu^{2+})/a$-Se Structure ($Gd_2O_2S(Eu^{2+} )/a$-Se$ 구조의 X선 검출 센서에서 $a-Se_{1-x}As_x$의 검출효율 비교)

  • Kang, Sang-Sik;Park, Ji-Koon;Lee, Dong-Gil;Mun, Chi-Wung;Nam, Sang-Hee
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2002.11a
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    • pp.436-439
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    • 2002
  • Recently, It has performed that the basic research of the photoconductive material and the development and application of the digital radiograph detector which is divided into the direct and indirect method. The objective of this study investigate the effect of the electric characteristic about changing the composition of Arsenic in hybrid detector system for compensating a defect of conventional. We fabricated samples using the amorphous Selenium and Arsenic alloy with various concentrations of the Arsenic{seven step 0.1%, 0.3%, 0.5%, 1%, 1.5%, 3%, 5%). And using EFIRON optical adhesives the formed multi-layer$(Gd_{2}O_{2}S(Eu^{2+}))$ composed phosphor layer. X-ray and light sensitivity was measured to study x-ray response characteritics. As results, highest value was measured as output net charge and SNR were $315.7pC/cm^2/mR$ and 99.4 at 0.3%As doping ratio.

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Development of a Test Environment for Performance Evaluation of the Vision-aided Navigation System for VTOL UAVs (수직 이착륙 무인 항공기용 영상보정항법 시스템 성능평가를 위한 검증환경 개발)

  • Sebeen Park;Hyuncheol Shin;Chul Joo Chung
    • Journal of Advanced Navigation Technology
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    • v.27 no.6
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    • pp.788-797
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    • 2023
  • In this paper, we introduced a test environment to test a vision-aided navigation system, as an alternative navigation system when global positioning system (GPS) is unavailable, for vertical take-off and landing (VTOL) unmanned aerial system. It is efficient to use a virtual environment to test and evaluate the vision-aided navigation system under development, but currently no suitable equipment has been developed in Korea. Thus, the proposed test environment is developed to evaluate the performance of the navigation system by generating input signal modeling and simulating operation environment of the system, and by monitoring output signal. This paper comprehensively describes research procedure from derivation of requirements specifications to hardware/software design according to the requirements, and production of the test environment. This test environment was used for evaluating the vision-aided navigation algorithm which we are developing, and conducting simulation based pre-flight tests.

An Analysis of the Economic Effects of the U-healthcare Industry (U-헬스케어 관련산업의 경제적 파급효과 분석)

  • Suh, Jeong-Kyo
    • The Korean Journal of Health Service Management
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    • v.10 no.4
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    • pp.153-165
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    • 2016
  • Objectives : Recently, concern about the ubiquitous healthcare industry has increased worldwide. This study estimated the economic effects of the ubiquitous healthcare industry by Input-Output Analysis. Methods : In this study, $384^*384$ sector statistics of the Bank of Korea were used as the initial analysis tool, after adjustments, $9^*9$ sector statistics were used as the major research method for that industry. The main analysis tools of this study included a comparison of the backward and forward linkage effects, as well as the induced effects of the self-industry and other industries and the induced coefficients including products, value-added, employee's pay, sales surplus, and employment. Results : Based on the results of the analysis, the ubiquitous healthcare industry has great economic impacts which affects major macroeconomic factors including production and the backward linkage effect. Additionally, the induced effects of the self-industry, the ubiquitous healthcare industry, are significant compared to other industries in terms of production, employee's pay and operating surplus. Conclusions : The ubiquitous healthcare industry is a growth engines for national development. This paper offers alternatives for efficient industrial policies.

Research Outcomes in Geoscience and Technology; A Case for the Fundamental Research Program of the Korea Institute of Geoscience and Mineral Resources (지질자원 세부기술별 성과특성 분석 - 한국지질자원연구원 기본사업 성과분석을 중심으로 -)

  • Kim, Seong-Yong;Ahn, Eun-Young;Lee, Jae-Wook;Lee, Ok-Sun;Kim, Yu-Jeong
    • Economic and Environmental Geology
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    • v.41 no.1
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    • pp.133-144
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    • 2008
  • The outputs from the fundamental research program of the Korea Institute of Geoscience and Mineral Resources (KIGAM) were analyzed using the research budget and manpower as input variables. The analysis was performed based on the research outputs of the past 3 years (FY2004 to 2006). More articles and patents came out in applied and development research areas among the geosciences fields. The statistical analysis indicates that each sub-field has different characteristics in research outputs. Research articles, patents, and research budget increase as the manpower increase. But research articles and patents do not always show positive relations to research budget.

A Comparative Study of Academic Resource Sharing and Service System Between Korea and Japan (한국과 일본의 대학 학술정보 공유 유통 체계 비교 연구)

  • Cho, Jane
    • Journal of Korean Library and Information Science Society
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    • v.43 no.4
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    • pp.23-45
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    • 2012
  • From 1990s the Ministry of Education and KERIS have developed nationwide academic resource sharing and service system based on universities, and have contributed to bridge the gap of information and to facilitate resource sharing between universities. Meanwhile, in Japan which starts 15 years earlier than us, the Ministry of Education and NII built nationwide academic resource sharing and service system with starting on the project of university holding resource sharing and until now have shown similar aspect of development like us. But lately, since information environment has been changing rapidly, Japan try to find new paradigm which goes around electronic resources management substitute for physical resources and open access based academic communication, institutional repository which disseminate university's research output to the outside world. This study compare academic resource sharing and service system between Japan and Korea and try to suggest for Korean academic resource sharing and service system development. In Korea, firstly we should try to replacing published resources management system to electronic resources', secondly, reorganizing oversea's resource sharing and service system, thirdly, reactivating institutional repository toward open access, finally, unification of distracted driving force.