• 정보처리학회논문지D
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• 제10D권3호
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• pp.531-540
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• 2003

에너지 사용의 급증으로 인해 환경오염, 지구 온난화 현상, 오일 파동의 문제가 발생되고 있다. 이를 해결하기 위해 태양 에너지, 풍력, 소수력 등과 같은 대체에너지에 대한 관심이 매우 높아지고 있다. 미국, 유럽, 일본에서는 대체에너지원의 정보를 체계적으로 관리하고 활용하기 위한 시스템 개발에 많은 노력을 하고 있다. 그러나 국내에서는 아직 대체에너지 정보 시스템이 효과적으로 구축되지 못하고 있다. 따라서 이 논문에서는 일사량 에너지 데이터를 저장 및 관리하는 대체에너지 정보 시스템을 제안한다. 이 시스템은 ArcView GIS를 이용하여 구현되었으며, 다양한 시공간 질의를 사용한 데이터 검색이 가능하도록 하였다. 아울러 사용자는 질의 결과를 챠트, 그래프, 등고선과 같은 형태로 확인할 수 있다. 구현된 시스템은 ArcIMS를 이용하여 인터넷 웹 서비스를 제공한다.

• 한국정보통신학회논문지
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• 제20권12호
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• pp.2348-2354
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• 2016

최근 농업분야에서 IoT(Internet of Things)기술을 통해 다양한 생체 및 환경 정보를 DB(data base)로 구축할 수 있게 되면서 빅 데이터를 이용한 기계학습 분석이 증가하고 있다. 기계학습 분석을 통해 농업의 생산량과 가축의 질병 등을 예측할 수 있게 되어 농업경영에서 효율적인 의사결정을 돕는다. 본 논문에서는 스마트 돈사의 다양한 환경데이터와 몸무게데이터를 이용하여 환경정보와 일당증체의 연관성 모델을 도출하고 그 정확도를 분석하였다. 이를 위해 기계학습의 M5P tree기법을 적용하였다. 분석을 통해 일당증체량이 풍속에 큰 영향을 받는 것을 확인하였다.

• 대한원격탐사학회:학술대회논문집
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• 대한원격탐사학회 2004년도 Proceedings of ISRS 2004
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• pp.68-71
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• 2004

Hsinchu Science Park, one of the most productive electronic sites in the world, is located at Hsinchu County. Hsinchu County Government is entitled for daily management to pursue the objectives of making every county citizen prosperous. Several web-based management information systems have been developed for county management and were widely implemented. However, forest management is one of several tasks which need development of web-based geographic information systems. The objectives of this paper are to develop GIS for forest management at Hsinchu County in order to solve problems encountered in the rapid changing circumstance. The objectives of forest management at Hsinchu County have been changed a little bit in the last decade. Now, it mainly focuses on public and private forest, tree planting, wind break forest management, and plane forest planting. The major ingredients of GIS for forest management are user-friendly, task-oriented, and direct linking to the existing GIS at Hsinchu County. AreIMS and ArcGIS were used for web-based GIS. Field operations of forest management depend on PDA and GPS such that ArcPAD is implemented both on personal computers and PDA. Computer programming is required for database management and development of application modules in forest management. Color digital orthophoto maps at scale of 1:5000 provide very useful background information. Forest management at Hsinchu County now is operated in an efficient way that GIS, remote sensing, GPS and PDA are working smoothly.

• Journal of Positioning, Navigation, and Timing
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• 제9권3호
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• pp.175-182
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• 2020

This paper introduces a study to estimate the user altitude in need of rescue in an emergency. The altitude is estimated by using the barometric pressure sensor embedded in the smartphone. Compared to GPS, which is degraded in urban or indoor environments, it has the advantage of not having spatial restrictions. With the endless development of smartphone hardware, it is possible to estimate the absolute altitude using the measured value if only the bias of the embedded barometric pressure sensor is applied. The altitude information of the person in need of rescue in an emergency is a great help in reducing rescue time. Since time is tight, we propose online calibration that provides the barometric pressure sensor bias used for altitude estimation through database. Furthermore, experiments were conducted to understand the characteristics of the barometric pressure sensor, which is greatly affected by wind. At the end, the altitude estimation performance was confirmed through an actual field tests in various floors in the building.

• 한국콘크리트학회:학술대회논문집
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• 한국콘크리트학회 2008년도 춘계 학술발표회 제20권1호
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• pp.1025-1028
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• 2008

새만금배수갑문의 노후도 감시시스템이 개발된 알고리듬을 이용하여, 직접 업무관련자들이 사용하는 인터페이스 프로그램으로 정의하고, 중성화에 의한 사용수명의 예측, 염해에 의한 사용수명, 동결융해에 의한 사용 수명의 예측, 그리고 종합적 사용수명 예측을 할 수 있는 자료와 해석 엔진을 갖도록 프로그램 알고리듬을 구성하고, 엔진을 작성하였다. 따라서 새만금배수갑문 노후도 감시 프로그램의 목적은 새만금배수갑문의 노후도 감시를 위한 사용자가 쉽게 사용할 수 있으며, 현재 진행 중인 노후도를 평가, 분석하고 현장폭로시험자료의 입출력에 관한 접근성을 높일 수 있도록 웹기반의 프로그램 구현을 통한 유지관리의 효율화를 목적으로 하고 있다. 새만금배수갑문 보수보강 관리 프로그램의 구성형태를 작성하였는데, 새만금감시 시스템은 크게 관리자 모드와 자료관리, 열화예측, 게시판으로 구성되며, 관리자는 자료의 접근에 대한 허용여부를, 자료 관리는 새만금배수갑문의 배합특성 및 갑문 교각의 설계 자료를 갖도록 하고, 열화예측은 염해, 동결융해, 중성화의 큰 세 가지 원인인자에 대해 열화의 현재와 미래 상태를 예측할 수 있도록 했다. 이를 위한 스토리보드를 작성하고, 이를 이용하여 프로그램을 제작하였다. 노후도 예측시스템을 구성하기 위해 각 원인인자별 정식화하고, 시뮬레이션 될 수 있도록 프로그램을 구성하였는데, 노후도 예측을 위하여 적합한 수치해석 모형(1-D)을 작성하였으며, 웹기반 시스템 개발을 위하여 유지관리 방법, 개보수 방법 등에 관한 데이터베이스 구조설계를 하였다.

• 한국지진공학회:학술대회논문집
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• 한국지진공학회 1999년도 추계 학술발표회 논문집 Proceedings of EESK Conference-Fall
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• pp.52-57
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• 1999

Korea Earthquake Monitoring System(KEMS) in the Korea Institute of Geology Mining and Materials(KIGAM) as detected more than 1000 events since the end of 1998. But not all events are interpreted as earthquakes because many events are concentrated on daytime. It strongly implies that in addition to earthquake these events include artificial effects such as industrial blasting. Before the determination of eathquake charactertistics in the korean peninsula it is necessary to discriminate the detected events as earthquakes or artificial events. For the discriminant study KIGAM and SMU(Southern Methodist University) installed a triangular four-element 1-km aperture seismo-acoustic array at Chul-Won area northeast of Seoul Korea. Each array element includes a GS-13 seismometer in the bottom of borehole and a Validyne DP250-14 microbarometer sensor mounted inside of the borehole 1,2 meter deep connected to a 11 arm radial array of 10m porous soaker hoses. This array introduce the use of 2.4-GHz radios for inter-array self-contained solar-charged power system and GPS time-keeping system. A 24-bit digital data acquisition system performs 40 SPS in the infrasound and seismometer data. Velocity and direction of wind and temperature are also measured at hub site and included to the data stresam. This seismo-acoustic array will be used to identify and locate associated with industrial blasting and these identified and located events will be applied to form a ground truth database useful to assist the other development of discriminant studies.

• 대기
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• 제32권4호
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• pp.381-394
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• 2022

The Korea Meteorological Administration (KMA) National Typhoon Center has been officially releasing reanalyzed best tracks for the previous year's northwest Pacific typhoons since 2015. However, while most typhoon researchers are aware of the data released by other institutions, such as the Joint Typhoon Warning Center (JTWC) and the Regional Specialized Meteorological Center (RSMC) Tokyo, they are often unfamiliar with the KMA products. In this technical note, we describe the best track data released by KMA, and the algorithms that are used to generate it. We hope that this will increase the usefulness of the data to typhoon researchers, and help raise awareness of the product. The best track reanalysis process is initiated when the necessary database of observations-which includes satellite, synoptic, ocean, and radar observations-has become complete for the required year. Three categories of best track information-position (track), intensity (maximum sustained winds and central pressure), and size (radii of high-wind areas)-are estimated based on scientific processes. These estimates are then examined by typhoon forecasters and other internal and external experts, and issued as an official product when final approval has been given.

• International Journal of Naval Architecture and Ocean Engineering
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• 제13권1호
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• pp.493-510
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• 2021

Mineral wool is an insulation material commonly used in passive fire protection (PFP) systems on offshore installations. Insulation materials have only been considered functional materials for thermal analysis in the conventional offshore PFP system design method. Hence, the structural performance of insulation has yet to be considered in the design of PFP systems. However, the structural elements of offshore PFP systems are often designed with excessive dimensions to satisfy structural requirements under external loads such as wind, fire and explosive pressure. To verify the structural contribution of insulation material, it was considered a structural material in this study. A series of material tensile tests was undertaken with two types of mineral wool at room temperature and at elevated temperatures for fire conditions. The mechanical properties were then verified with modified methods, and a database was constructed for application in a series of nonlinear structural and thermal finite-element analyses of an offshore bulkhead-type PFP system. Numerical analyses were performed with a conventional model without insulation and with a new suggested model with insulation. These analyses showed the structural contribution of the insulation in the structural behaviour of the PFP panel. The results suggest the need to consider the structural strength of the insulation material in PFP systems during the structural design step for offshore installations.

• 대한예방한의학회지
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• 제27권1호
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• pp.1-16
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• 2023

Objective : To investigate syndrome identification, herbal prescriptions, acupuncture point and other treatment, this study systematically reviewed case studies on Korean medicine (KM) treatment for urticaria. Method : Literature searches were performed on four Korean database; OASIS, RISS, KTKP and NDSL. Studies published before December 2022 were categorized and analyzed according to the herbal prescriptions. Results : Thirty-three studies including 16 case series and 17 single case reports were included in our review and the total number of patients was 523. Ancient prescriptions (古方) were used in 7 studies and prescriptions of Sasang constitutions were used in 8 studies and 18 studies used prescriptions of posterity (後世方). Wind-Heat (風熱) and syndrome identifications associated with digestive function were used frequently. Nineteen studies used acupuncture combined with herbal medicine and mainly used acupoints were ST36 (足三里), LI4 (合谷), LI11 (曲池), LR3 (太衝), SP6 (三陰交), CV12 (中脘), SP10 (血海). External herbal medicine was used in only 3 studies. Conclusion : To increase the cure rate of KM, various prescriptions should be used according to the symptom and stage of urticaria. Diversification of herbal formulations and the development of new external medicines are also necessary to conduct additional clinical studies with a high level of evidence.

• 국제학술발표논문집
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• The 9th International Conference on Construction Engineering and Project Management
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• pp.119-127
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• 2022

Most of the construction works are conducted outdoors, so the construction workers are affected by weather conditions such as temperature, humidity, and wind velocity which can be evaluated the thermal comfort as environmental factors. In our previous researches, it was found that construction accidents are usually occurred in the discomfort ranges. The safety management, therefore, should be planned in consideration of the thermal comfort and measured by a specialized simulation tool. However, it is very complex, time-consuming, and difficult to model. To address this issue, this study is aimed to develop a framework of a prediction model for improving the prediction accuracy about outdoor thermal comfort considering environmental factors using machine learning algorithms with hyperparameter tuning. This study is done in four steps: i) Establishment of database, ii) Selection of variables to develop prediction model, iii) Development of prediction model; iv) Conducting of hyperparameter tuning. The tree type algorithm is used to develop the prediction model. The results of this study are as follows. First, considering three variables related to environmental factor, the prediction accuracy was 85.74%. Second, the prediction accuracy was 86.55% when considering four environmental factors. Third, after conducting hyperparameter tuning, the prediction accuracy was increased up to 87.28%. This study has several contributions. First, using this prediction model, the thermal comfort can be calculated easily and quickly. Second, using this prediction model, the safety management can be utilized to manage the construction accident considering weather conditions.