• Journal of Convergence for Information Technology
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• v.9 no.6
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• pp.1-6
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• 2019

In this study, the development of a weight estimation model of electronic scale with nonlinear characteristics is presented using polynomial regression analysis. The output voltage of the load cell was measured directly using the reference mass. And a polynomial regression model was obtained using the matrix and curve fitting function of MS Office Excel. The weight was measured in 100g units using a load cell electronic scale measuring up to 5kg and the polynomial regression model was obtained. The error was calculated for simple($1^{st}$), $2^{nd}$ and $3^{rd}$ order polynomial regression. To analyze the suitability of the regression function for each model, the coefficient of determination was presented to indicate the correlation between the estimated mass and the measured data. Using the third order polynomial model proposed here, a very accurate model was obtained with a standard deviation of 10g and the determinant coefficient of 1.0. Based on the theory of multi regression model presented here, it can be used in various statistical researches such as weather forecast, new drug development and economic indicators analysis using logistic regression analysis, which has been widely used in artificial intelligence fields.

• Journal of Korean Tunnelling and Underground Space Association
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• v.24 no.1
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• pp.1-13
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• 2022

A weighted linear combination of seismic fragility models previously developed for cut-and-cover railway tunnels was presented and the appropriateness of the combined model was evaluated. The seismic fragility function is expressed in the form of a cumulative probability function of the lognormal distribution based on the peak ground acceleration. The model uncertainty can be reduced by combining models independently developed. Equal weight is applied to four models. The new seismic fragility function was developed for each damage level by determining the median and standard deviation, which are model metrics. Comparing fragility curves developed for other bored tunnels, cut-and-cover tunnels for high-speed railway system have a similar level of fragility. We postulated that this is due to the high seismic design standard for high-speed railway tunnel.

• Proceedings of the Korean Society of Precision Engineering Conference
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• 1995.10a
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• pp.872-875
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• 1995

The strategy of open architecture control system intends to integrate manufacturing components on a single platform, so that a particular component can be easily added and/or replaced. Therefore, the control scheme is neither hardware dependent nor software dependent. In this paper a modular and object oriented approach for the open architecture structure of control systems is invesigated. A standard reference model for genetic manufacturer system, which consists of three modules; hardware module, operating system module, and application software module, is first proposed. Then a standard reference model for open architecture robot control system is suggested.

• Proceedings of the KIEE Conference
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• 2006.07a
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• pp.32-33
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• 2006

현재 변전소 자동화의 국제 표준으로 대두되고 있는 IEC61850은 스테이션 버스뿐만 아니라 프로세서 버스까지도 표준화된 통신기술을 채용하였고 자동화에 필요한 모델을 제시하였다. 본 연구에서는 프로세서 버스의 대표적인 장비인 Merging Unit의 특성과 구현에 필요한 기술을 고찰하였다. 특히 정밀한 시간동기에 필요한 GPS(Global Positioning System)를 이용한 동기화 기술에 대하여 고찰하였다. 이와 더불어 IEC61850-9-2 SV(Sampled Value) 서비스를 분석하고 실제로 마이크로프로세서를 이용하여 Merging Unit에 대한 설계를 수행하였다. 제안된 Merging Unit의 성능을 검증하기 위해서 전송된 SV 데이터를 시간 정보를 기준으로 재구성할 수 있는 오실로그래피(Oscillography)를 위한 플레이백(Playback) 프로그램을 제작하였다.

• Proceedings of the Korean Society of Computer Information Conference
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• 2013.07a
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• pp.369-371
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• 2013

본 연구에서는 태양광 발전시스템의 각 부분별로 환경적 요소와 상황적 요소로부터 정보 데이터 수집 및 분석, 제어, 평가, 진단, 모니터링 등을 위해 기 활용되고 있는 통신기술 등 IT 융합 기술을 적용하여 이를 DB화하여 표준적인 가이드라인 및 서비스 기준과 상용화가 가능한 비즈니스 모델 개발을 개발하고, 태양광 발전설비 최적 운영관리 서비스 요소 및 시스템 개발을 통해 다양한 인버터 종류의 데이터를 통합할 수 있는 시스템과 태양광 발전설비 최적 운영관리 서비스 프로그램을 구현하였다.

• Proceedings of the Korean Information Science Society Conference
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• 2005.11b
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• pp.397-399
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• 2005

소프트웨어의 품질인증을 위해서는 소프트웨어의 특성에 맞는 평가 항목 및 평가 기준이 적절히 마련되어 있어야 하며, 이를 위해서는 해당 소프트웨어의 적합한 품질특성을 정의하고 검증된 척도를 사용하여야 한다. 따라서 본 연구에서는 스토리지 관리 소프트웨어의 일반적인 품질특성을 분석하고 국제표준인 ISO/IEC 9126을 바탕으로 한 품질평가 항목을 제시한다.

• Journal of Game and Entertainment
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• v.2 no.1
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• pp.78-86
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• 2006

In this paper, we design a ubiquitous home automation system for Korean domestic 33-Pyung Apartment based on USN environment. The core of this home automation system is to give Home the 'Intelligence' so that the house can analyze and memorize the occurrences and react spontaneously on the user requirements by means of the World Model, USN, and LBS etc. Ultimately, the resident of this intelligent home might access all of these ubiquitous environments without any feelings about the equipments and peripherals. The methods of user identification, image recognition, and the ultrasonic sensors locations have been applied to Korean domestic 35-Pyung Apartment, but they will be easily generalized to be an extended model because of the flexibility of the World Model. which are confirmed by the imaginary scenario presented at the end of the main left.

• The Journal of Korean Institute of Electromagnetic Engineering and Science
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• v.24 no.1
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• pp.106-112
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• 2013

In this paper, human exposure of wireless devices was analyzed for various positions of the transmitter. The scenario for the position of the transmitting antenna was decided after discussion with ADD(Agency for Defense Development), and Korean male phantom model developed by ETRI were used to conduct simulations. The SAR values were analyzed by changing the position of the transmitter, and compared with Korean EMF regulations and ICNIRP guidelines. Additionally, human exposure was also investigated for two typical postures which can be posed by war-fighter.

• Journal of Korean Society for Geospatial Information Science
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• v.22 no.3
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• pp.137-143
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• 2014

Recently, as new paradigm for government operation called government 3.0, government is actively operating policy opening and sharing public data. In addition, the Ministry of Land are operating an open platform integrated map service (the VWorld) which provides a variety of video contents such as the country's national spatial information, traffic information and three-dimensional building for the public. According to W3C Foundation's Open Data Status Report(2013), our country has the evaluated results that the part of the government's policy support and planning is good while the part of the data management is vulnerable. So our country needs the quality improvement for the data management. In addition, a digital aerial photograph image data is required to be up-to-date for the three-dimensional spatial object data. In this paper, we present the method for enhancement of the accuracy of vertical position and for maintainment of up-to-date vertical position. Our methods evaluate the data quality and analyze the cause of error of measurement utilizing the national standard quality assessment method. The result of research shows that the accuracy of vertical position is improved if the height of the building captain is adjusted by the quality assessment values and a three-dimensional model has up-to-date data if reconstruction and extension information of construction register is utilized.

• Proceedings of the Korea Water Resources Association Conference
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• 2023.05a
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• pp.405-405
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• 2023

최근 기후변화로 인한 극심한 홍수와 가뭄, 폭염 등 이상 기온 및 기후에 따른 피해가 급격히 증가하는 추세이다. 특히, 집중호우로 인해 도심지에서 발생한 홍수피해는 재산피해뿐만 아닌 수 많은 인명피해가 발생하고 있다. 국내에서는 수재해로부터 인명과 재산을 보호하기 위해 용수공급과 체계적인 치수 사업이 행한 바 있다. 이러한 치수 사업에서 경제성 분석은 사업 전·후 의 편익추정이 완벽히 검증되기 쉽지 않으며, 기존의 치수 계획은 유역 전반에 걸쳐 다양한 홍수 방어시설의 종합적인 고려 없이 제방 중심으로만 수립되어 홍수 발생 시 하천에 과도한 부담을 줄 뿐만 아니라, 사업의 경제성이 낮게 평가되고 있다. 이렇게 국내에서 행해진 하천설계기준에서 제안되었던 경제성 분석 방법은 여러 가지 문제점들을 내포하고 있으며 지속적인 홍수피해가 발생하였다. 이와 같은 문제점들을 개선하고자 개발된 K-FRM(Forean-Flood-Risk Model)은 능동형 하천정보 운영을 통한 다차원 하천관리체계 구축 및 활용을 위한 정량적 위험도 평가 툴로 위험지역에 노출된 자산의 정보(인벤토리), 평가기준, 손상함수, 계량화 원단위 등 홍수피해를 추정하는데 활용이 가능하며, 손실 또는 피해액으로 표현되는 재해손실은 경제적인 관점에서의 위험이며 금전적인 형태로 표현된다. 본 연구에서는 홍수피해액 정량화 모델인 K-FRM을 활용하여 굴포천 유역과 영강 유역을 대상으로 항목별 피해액 산정 후, 정량적 피해액 산정 방법인 EAD(Expected Annual Damage) 분석을 통해 홍수피해위험지도를 작성하여 표준유역별, 행정구역별 홍수피해액을 산정하는 것을 목적으로 한다.