• 한국BIM학회 논문집
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• 제12권1호
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• pp.23-34
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• 2022

In the current 2D-based design, design reliability is lowered due to interference and inconsistency between plans, errors in drawings and quantities, etc. At the time of transition to BIM-based 3D design, it is necessary to expand the reliability and usability of BIM by eliminating these errors from the design stage through securing the quality of the BIM digital model. Therefore, in the railway infrastructure design stage, the quality management process and standards of the BIM digital model were defined and quality management index were developed. Based on the rule extracted from the quality management index, a pilot quality management was conducted in connection with the commercial Model-Checker rule, problems and improvement plans were derived, and a rule-based automated quality management plan was prepared.

• 한국항공운항학회지
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• 제30권1호
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• pp.28-37
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• 2022

Along with the remarkable advances in GNSS technology, SBAS further enhances the accuracy and integrity of GNSS location information and derives improvement in the safety and efficiency of air traffic management from reducing GNSS location errors, induced by passing through the ionosphere and atmosphere, to less than three meters. In this regard, ICAO specifies the standards of SBAS signals and recommends every party to phase in by 2025; and it is foreseeable that SBAS APV-I and CAT-I will be provided in South Korea by its undertaking the development of KASS, a Korean SBAS. The purpose of the study is to design SBAS APV-I procedure on the basis of the runway 15L of Incheon International Airport and conduct obstacle assessment according to PAN-OPS Doc. 8168, focusing on the usability and usefulness of SBAS APV-I. The results show that SBAS APV-I will provide better decision height compared to other PBN RNP approach procedures such as LNAV and Baro-VNAV at the Incheon International Airport.

• 한국인터넷방송통신학회논문지
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• 제23권1호
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• pp.139-144
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• 2023

최근 많은 제조 기업들이 에너지 비용과 환경 인식의 증가로 인해 에너지 효율에 더 많은 관심을 기울이고 있다. 생산 시스템의 에너지 효율적인 생산스케줄링은 생산에 필요한 에너지 효율을 개선하고 비용을 절감하는 효과적인 방법이다. 본 논문에서는 타이어 생산 문제를 상정하고, 일정한 종류와 형상 모듈 종류 및 각 타이어별 주문량, 생산 모듈의 개수 및 각 종류별 생산시간을 고려하여 생산스케줄링을 구축하는 것을 목표로 하였다. 효과적인 생산스케줄링에 용이하도록 현 상태에서 이용가능한 형상 모듈 종류 및 개수를 고려하여, 다음 단계에서 생산하기로 선택이 가능한 타이어 종류를 부가적인 입력으로 이용하였고, 주문량 이상의 추가 생산이 가능하도록 하였다. 그리하여 평균 62퍼센트 가량의 생산모듈 가동률을 얻었다.

• 한국BIM학회 논문집
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• 제12권2호
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• pp.12-25
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• 2022

To increase the usability of Building Information Modeling (BIM) in construction projects, it is critical to ensure the interoperability of data between heterogeneous BIM software. The Industry Foundation Classes (IFC), an international ISO format, has been established for this purpose, but due to its structural complexity, geometric information and properties are not always transmitted correctly. Recently, deep learning approaches have been used to learn the shapes of the BIM elements and thereby verify the mapping between BIM elements and IFC entities. These models performed well for elements with distinct shapes but were limited when their shapes were highly similar. This study proposed a method to improve the performance of the element type classification by using an Ensemble model that leverages not only shapes characteristics but also the relational information between individual BIM elements. The accuracy of the Ensemble model, which merges MVCNN and MLP, was improved 0.03 compared to the existing deep learning model that only learned shape information.

• 대한임베디드공학회논문지
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• 제18권6호
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• pp.319-325
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• 2023

In this study, we proposed a method for hyperparameter optimization in the building and training of a deep learning model designed to process point cloud data collected by a millimeter-wave radar system. The primary aim of this study is to facilitate the deployment of a baseline model in resource-constrained IoT devices. We evaluated a RadHAR baseline deep learning model trained on a public dataset composed of point clouds representing five distinct human activities. Additionally, we introduced a coarse-to-fine hyperparameter optimization procedure, showing substantial potential to enhance model efficiency without compromising predictive performance. Experimental results show the feasibility of significantly reducing model size without adversely impacting performance. Specifically, the optimized model demonstrated a 3.3% improvement in classification accuracy despite a 16.8% reduction in number of parameters compared th the baseline model. In conclusion, this research offers valuable insights for the development of deep learning models for resource-constrained IoT devices, underscoring the potential of hyperparameter optimization and model size reduction strategies. This work contributes to enhancing the practicality and usability of deep learning models in real-world environments, where high levels of accuracy and efficiency in data processing and classification tasks are required.

• 산업진흥연구
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• 제8권1호
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• pp.1-10
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• 2023

본 연구는 밀배아 추출물을 이용하여 여드름성 피부 개선용 원료를 개발하고자 포뮬라 (EJ-F101)를 제작하여 이를 이용하여 임상시험용 크림을 제조하였으며 임상실험 진행하였다. 분석 결과, 제품 사용 전·후 비교 시제품 사용 4주 후 시점에서 시험군과 대조군 모두 안면 부위의 병변 개방면포, 폐쇄면포 구진 피지 및 유분량 항목에 대해 유의한 개선 효과를 보였고, 대조군에 비해 시험군에서 좀 더 유의한 개선 효과를 보였다. 제품의 효능에 대한 설문 결과, 대부분 항목에서 제품 사용 4주 후 시점에서 대조 제품에 비해 시험제품에서 긍정적인 답변이 높게 나타났으며, '개방 면포' 항목을 제외하고 시험제품은 약 43~81%의 연구대상자가 긍정적으로 답변하였다. 또한, 제품의 사용성에 관한 모든 항목에 대해 제품 사용 4주 후 시점에서 시험군은 약 14~86%, 대조군은 약 38~90%의 연구 대상자가 긍정적으로 답변하였다. 피부 안전성 평가 결과, 본 모든 연구대상자에게서 피부 이상반응은 관찰되지 않았다. 위와 같은 결과를 근거로 밀배아 추출물을 이용한 크림은 여드름성 피부에 사용하기 적합(non comedogenicity) 한 것으로 사료된다.

• 토지주택연구
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• 제8권1호
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• pp.23-29
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• 2017

The BIM design is expected to expand to the domestic and overseas construction industries, depending on the effect of construction productivity and quality improvement. However, with the obligation of Public Procurement Service to design the BIM design, it includes a design error and the problem of utilization of 3D design by choosing a simple 2D to 3D remodelling method that can not be modelled in 3D modeling or use of the construction and maintenance phases. The results reviewed by BIM design results were largely underutilized and were not even performed with the verification of the error. In order to resolve this, one must develop the check system that secures the quality of BIM design and ensure that the reliability of BIM results are available. In this study, it is designed to develop a program that can automatically verify the design of the BIM design results such as violation of the rules of the BIM design, design flaws, and improve the usability of the BIM design. In particular, this programs were developed not only to identify programmes that were not commercially available, but also to validate drawings in low-light computer environments. The developed program(LH-BIM) store the information of attribute extracted from the Revit file(ArchiCAD, IFC file included) in the integrated DB. This provides the ability to freely lookup the features and properties of drawings delivered exclusively by the LH-BIM Program without using the Revit tools. By doing so, it was possible to resolve the difficulties of using traditional commercial programs and to ensure that they operate only with traditional PC performance. Further, the results of the various BIM software can be readily validated, which can be solved the conversion process error of IFC in the case of SMC. Additionally, the developed program has the ability to automatically check the error and design criteria of the drawings, as well as the ability to calculate the area estimation. These functions allow businesses to apply simple and easy tasks to operate tasks of BIM modelling. The developed system(LH-BIM) carried out a verification test by reviewing the review of the BIM Design model of the Korea Land & Housing Corporation. It is hoped that the verification system will not only be able to achieve the Quality of BIM design, but also contribute to the expansion of BIM and future construction BIM.

• International Journal of Contents
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• 제11권1호
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• pp.41-51
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• 2015

Management systems for electronic library have been developed on the basis of Client/Server or ASP framework in domestic market for a long time. Therefore, both service provider and user suffer from their high cost and effort in management, maintenance, and repairing of software as well as hardware. Recently in addition, mobile devices like smartphone and tablet PC are frequently used as terminal devices to access computers through the Internet or other networks, sophisticatedly customized or personalized interface for n-screen service became more important issue these days. In this paper, we propose a new scheme of integrated management system for electronic library based on SaaS and Web Standard. We design and implement the proposed scheme applying Electronic Cabinet Guidelines for Web Standard and Universal Code System. Hosted application management style and software on demand style service models based on SaaS are basically applied to develop the management system. Moreover, a newly improved concept of duplication check algorithm in a hierarchical evaluation process is presented and a personalized interface based on web standard is applied to implement the system. Algorithms of duplication check for journal, volume/number, and paper are hierarchically presented with their logic flows. Total framework of our development obeys the standard feature of Electronic Cabinet Guidelines offered by Korea government so that we can accomplish standard of application software, quality improvement of total software, and reusability extension. Scope of our development includes core services of library automation system such as acquisition, list-up, loan-and-return, and their related services. We focus on interoperation compatibility between elementary sub-systems throughout complex network and structural features. Reanalyzing and standardizing each part of the system under the concept on the cloud of service, we construct an integrated development environment for generating, test, operation, and maintenance. Finally, performance analyses are performed about resource usability of server, memory amount used, and response time of server etc. As a result of measurements fulfilled over 5 times at different test points and using different data, the average response time is about 62.9 seconds for 100 clients, which takes about 0.629 seconds per client on the average. We can expect this result makes it possible to operate the system in real-time level proof. Resource usability and memory occupation are also good and moderate comparing to the conventional systems. As total verification tests, we present a simple proof to obey Electronic Cabinet Guidelines and a record of TTA authentication test for topics about SaaS maturity, performance, and application program features.

• 전자공학회논문지
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• 제52권7호
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• pp.135-142
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• 2015

인체 구동 방식의 자가 발전기는 외부 환경에 덜 의존한다는 장점 덕분에 비상용 혹은 야외 활동 중의 소규모 전력 공급원으로 주목 받고 있다. 하지만 대부분의 자가 발전기는 전자기 유도 결합의 효율이 높지 않아 출력이 미미하며, 특정 부위의 근육만을 지속적으로 사용하는 단조로운 구동 방식을 택하고 있어, 사용 중에 쉽게 지루해질 뿐만 아니라 근피로가 쉽게 누적되어 실제 원하는 출력을 얻을 만큼 충분한 시간 동안 구동하는 것이 거의 불가능하다. 이러한 낮은 효율과 사용성의 문제로 인해 인체 구동 방식의 자가발전기가 실생활에서 사용되는 빈도는 높지 않다. 본 연구에서는 전자기 유도 효율이 높은 종축 결합 방식의 발전 장치를 간단한 구조로 구현하여 출력을 높이는 동시에, 자성체의 운동 관성에 의한 가속이 가능한 인체 구동 방식의 발전기를 설계 제작하였다. 개발된 발전기와 기존 상용 자가 발전기와의 비교 실험을 통해 높은 출력 뿐 아니라 장시간 구동이 가능함을 검증하였다. 아울러 인체 구동 발전기에서 실질적으로 중요한 요소임에도 불구하고 기존 연구에서 제시된 바 없는 인체의 투입 에너지를 실증적으로 파악하기 위해 호흡 가스 기반의 실제 운동 대사량 측정법에 근거한 실험을 시행하여 자가 발전기의 운동 부하를 추정하였다. 향후 성능 개선과 휴대성 증진을 통해 모바일 기기의 전력 지속 문제를 해결하는 데 기여할 수 있을 것으로 기대한다.

• 한국콘텐츠학회논문지
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• 제10권1호
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• pp.37-45
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• 2010

정보의 디지털화라는 특성을 통한 컨텐츠의 무한한 공유라는 전에 없었던 경험을 인류에게 제공 한 WEB은 비합리적인 정보의 과잉이라는 경험적인 문제와 2001년 닷컴 버블의 붕괴라는 현실적인 문제에 직면하게 되었고, 사용자와 컨텐츠라는 주체에 대한 새로운 접근방법인 WEB 2.0혹은 시맨틱웹 이라는 개념을 구체화하기에 이른다. 개방성과 협업 이라는 특성으로 하나의 플랫폼을 형성하는 WEB 2.0에 대한 개념은 2003년 개발한 WEB 기반의 컴퓨터 지원 발상시스템인 CGTS(Creative Group Thinking System)가 지니고 있었던 비합리적인 데이터 관리와 인터페이스를 효과적으로 해결 및 관리 할 수 있는 기술적 배경을 제공하게 되었다. 본 연구에서는 아이디어 발상 시스템으로써 CGTS가 지녔던 복잡한 화면 구조 및 효율적이지 못한 데이터 처리방식 등으로 인한 사용성의 저하 및 데이터 관리의 어려움을 WEB2.0 기반기술인 AJAX와 DOM을 이용하여 데이터 구조를 단순화/간결화 하고 WEB 플랫폼의 인터페이스 구성을 사용자 중심으로 통합함으로써 사용성의 증대를 통한 사용자 참여의 현실화를 목적으로 기존 CGTS의 인터페이스를 개선하고자 한다.