• 대한방사선기술학회지:방사선기술과학
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• 제45권2호
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• pp.111-116
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• 2022

In this study, the applicability of machine learning for the development of a simulator for general X-ray examination education is evaluated. To this end, k-nearest neighbor(kNN), support vector machine(SVM) and neural network(NN) classification models are analyzed to present the most suitable model by analyzing the results. Image data was obtained by taking 100 photos each corresponding to Posterior anterior(PA), Posterior anterior oblique(Obl), Lateral(Lat), Fan lateral(Fan lat). 70% of the acquired 400 image data were used as training sets for learning machine learning models and 30% were used as test sets for evaluation. and prediction model was constructed for right-handed PA, Obl, Lat, Fan lat image classification. Based on the data set, after constructing the classification model using the kNN, SVM, and NN models, each model was compared through an error matrix. As a result of the evaluation, the accuracy of kNN was 0.967 area under curve(AUC) was 0.993, and the accuracy of SVM was 0.992 AUC was 1.000. The accuracy of NN was 0.992 and AUC was 0.999, which was slightly lower in kNN, but all three models recorded high accuracy and AUC. In this study, right-handed PA, Obl, Lat, Fan lat images were classified and predicted using the machine learning classification models, kNN, SVM, and NN models. The prediction showed that SVM and NN were the same at 0.992, and AUC was similar at 1.000 and 0.999, indicating that both models showed high predictive power and were applicable to educational simulators.

• 한국컴퓨터정보학회논문지
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• 제28권8호
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• pp.111-118
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• 2023

본 논문에서는 비행 시뮬레이터와 VR분야에서 사용될 수 있는 가속도 센서와 진동 센서를 적용한 와이파이 기반의 조이스틱을 제안한다. 비행시뮬레이터는 ICT 및 SW 응용분야에 속하는 기술로 항공기의 환경을 재현하는 시뮬레이션 환경을 제공한다. 비행시뮬레이터의 일반적인 조종 장치는 고정식으로 특정 장치에 부착되어 사용되어 사용자의 활동 영역의 한계성을 가진다. 본 논문에서는 자유로운 공간 활용성을 위하여 3차원 공간 조종 장치를 구현하였다. 또한, 제안하는 조종 장치는 기존 VR장비의 컨트롤러에 비해 정확하고 정교한 조종을 위하여 3축 센싱과 정보를 표시하는 디스플레이 및 와이파이 통신을 위한 보드를 설계하고 유니티 기반의 가상 환경을 구현하여 적용 가능성을 확인하였다. 구현된 장치는 통신 인터페이스를 통해 조종 장치가 정상적으로 동작하는 것을 확인하였으며, 게임 내 센싱 값과 구현된 보드에서 측정한 센싱 값이 일치하는 것을 확인하였다. 연구의 결과물은 비행시뮬레이터 외에도 VR 및 다양한 메타버스 관련 콘텐츠에 활용될 수 있을 것이다.

• 문화기술의 융합
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• 제8권3호
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• pp.477-483
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• 2022

비행 시뮬레이터는 조종사들이 다양한 상황에 능숙하게 대처하고 비행감을 느낄 수 있도록 해주는 장치로 현대 항공 분야에서 과학화 훈련에 관한 관심이 증가함에 따라 항공 훈련기관에서는 시뮬레이터를 개발 및 운용하는 사례가 증가하고 있다. 이에 본 연구에서는 상용 비행 시뮬레이터 프로그램과 모션 프로그램을 활용하여 모션 기반 헬리콥터 시뮬레이터를 개발하는 과정에 관하여 기술하였다. 연구 과정에서 선행연구를 통하여 헬리콥터 비행교육의 특수성과 모션 시뮬레이터의 긍정적인 효과를 확인하였으며, 모의비행훈련장치에 대한 구성과 현행 규정을 파악하고 헬리콥터 모션 시뮬레이터를 개발하는 과정에서 모션 시스템의 설계와 프로그램에 관하여 연구하였다. 시뮬레이터의 시스템 설계와 구조설계를 바탕으로 모션 프로그램을 설정하고 비행 시뮬레이터로부터 수신되는 데이터를 식별하여 예상 작동 형상을 확인하였다. 우리는 본 연구를 통해 모션 기반 헬리콥터 시뮬레이터를 완성하여 조종사 훈련에 긍정적인 기대효과를 마련하고자 한다.

• Nuclear Engineering and Technology
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• 제56권3호
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• pp.880-885
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• 2024

For Safety Assisted Engineering works, real-time simulators have emerged as a mandatory tool among all the key actors involved in the nuclear industry (utilities, designers and safety authorities). EDF, Electricité de France, as the leading worldwide nuclear power plant operator, has a crucial need for efficient and updated simulation tools for training, operating and safety analysis support. This paper will present the work performed at EDF/DT to develop a new generation of engineering simulator to fulfil these tasks. The project is called SiRENE, which is the acronym of Re-hosted Engineering Simulator in French. The project has been economically challenging. Therefore, to benefit from existing tools and experience, the SiRENE project combines: - A part of the process issued from the operating fleet training full-scope simulator. - An improvement of the simulator prediction reliability with the integration of High-Fidelity models, used in Safety Analysis. These High-Fidelity models address Nuclear Steam Supply System code, with CATHARE thermal-hydraulics system code and neutronics, with COCCINELLE code. - And taking advantage of the last generation and improvements of instructor station. The intensive and challenging uses of the new SiRENE engineering simulator are also discussed. The SiRENE simulator has to address different topics such as verification and validation of operating procedures, identification of safety paths, tests of I&C developments or modifications, tests on hydraulics system components (pump, valve etc.), support studies for Probabilistic Safety Analysis (PSA). etc. It also emerges that SiRENE simulator is a valuable tool for self-training of the newcomers in EDF nuclear engineering centers. As a modifiable tool and thanks to a skillful team managing the SiRENE project, specific and adapted modifications can be taken into account very quickly, in order to provide the best answers for our users' specific issues. Finally, the SiRENE simulator, and the associated configurations, has been distributed among the different engineering centers at EDF (DT in Lyon, DIPDE in Marseille and CNEPE in Tours). This distribution highlights a strong synergy and complementarity of the different engineering institutes at EDF, working together for a safer and a more profitable operating fleet.

• 대한방사선치료학회지
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• 제5권1호
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• pp.47-56
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• 1992

This report presents the date obtained in a 1990 survery al radiation oncology identified by KSTRO. This study was done to find out the status of current use of the radation thrapy equipments, personnels, utilization of equipments and orther problems in the field of radiation oncology department in korea. Our discussion addresses the areas of regional imbalance in the distribution of megavolage units, buying and selecting the units, improving of quality in radiation treatments. There is increasing use of linear accelerators, simulators, treatment planning computers. The use of Cp-60 units has been prohressively decreasing. And slowly improving, numbers of physicians, physicists, and technologists when compared with the 1988. A total of 51 megavoltage units were identified, giving a ratio of 1.88 technologists/ megavoltage units. We treat average 23.0 patients by megavoltage units.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2008년도 심포지엄 논문집 정보 및 제어부문
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• pp.197-198
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• 2008

A software platform which is able to evaluate the performances of a GPS/INS integrated system has been developed in this paper. And it consists of four parts including GUI(Graphic User Interface) part, GPS part, INS part and integrated filter part. It basically offers the loosely, tightly and deeply coupled GPS/INS algorithms, and many design parameters can be changed by users via GUI. Each functions of the platform has been confirmed with GPS signals and IMU data from commercial simulators.

• 한국정보통신학회논문지
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• 제15권11호
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• pp.2301-2306
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• 2011

현재 범용성이 높은 전자계 시뮬레이터가 널리 보급되어 왔으며, 안테나 설계, EMC 설계, 측정, 초고주파 소자 설계 등에 활용되고 있다. 본 연구에서는 X 밴드 영역에서 다양한 전자계 문제 해석을 목적으로 멀티 코어 기반 PC 자원을 보다 효율적으로 활용하고, 나아가 TCP/IP 기반 네트워크 토폴로지 구성을 통한 효율성 높은 전자계 시뮬레이터 구현을 위한 프레임워크 구축과 구현 방안을 제안하고 그 유효성을 검증하였다.

• 한국건축시공학회지
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• 제12권1호
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• pp.98-107
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• 2012

Reinforcing bars (rebar) comprise an integral part of a concrete structure, and play a major role in the safety and durability of the building. However, the actual placement or installation of rebar is not planned and controlled by the detailer. Recently, 4D simulations, using 3D model and scheduling software, have been used to improve the efficiency of the construction phrase. However, 4D simulators have not been introduced at the detailed level of work, such as rebar placement. Therefore, this paper suggests a BIM-based simulator for rebar placement to determine the sequence with which rebar is placed into the form. The system using Autodesk Revit API automatically generates rebar placement plans for a building structure, and labels the placement sequence of each individual bar or set of bars with ascending numbers. The placement sequence is then visualized using Autodesk Revit Structure 2012. This paper provides a short description of a field assessment and limits.

• Journal of Positioning, Navigation, and Timing
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• 제5권4호
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• pp.165-172
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• 2016

A Global Navigation Satellite System (GNSS), which is typically exemplified by the Global Positioning System (GPS), employs a open signal structure so it is vulnerable to spoofing electronic attack using a similar malicious signal with that used in the GPS. It is necessary to require a spoofing test evaluation environment to check the risk of spoofing attack and evaluate the performance of a newly developed anti-spoofing technique against spoofing attacks. The present paper proposed a simulation method of spoofing environment based on simulator that can be implementable in a test room and analyzed the spoofing simulation performance using commercial GPS receivers. The implemented spoofing simulation system ran synchronized two GPS simulator modules in a single scenario to generate both of spoofing and GPS signals simultaneously. Because the signals are generated in radio frequency, a commercial GPS receiver can be tested using this system. Experimental test shows the availability of this system, and anti-spoofing performance of a commercial GPS receiver has been analyzed.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2000년도 하계종합학술대회 논문집(2)
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• pp.314-317
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• 2000

In order to analyze the characteristics of complicated TFT-LCD (Thin Film Transistor-Liquid Crystal Display) circuits, it is indispensible to use simulation programs. In this study, we present a systematic method of extracting the input parameters of poly-Si TFT for Spice simulation. This method is applied to two different types of poly-Si TFTs fabricated in our group with good results. Among the Spice simulators, Pspice has the graphic user interface feature making the composition of complicated circuits easier. We added successfully a poly-Si TFT model on the Pspice simulator, which would contribute to efficient simulations of poly-Si TFT-LCD pixels and arrays.