• 한국전기전자재료학회논문지
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• 제35권6호
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• pp.568-575
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• 2022

This paper is a study on frequency analysis and electronic noise reduction of energy storage system (ESS). We acquired 4 necessary data for about 2 minutes and 4 seconds using a sampling frequency of 10,000 Hz in ESS. Fast Fourier transform (FFT) was used for electronic noise analysis from the acquired data. As a result, it was confirmed that DC component, fundamental wave, second and higher harmonic component exist. For the attenuation of harmonics, low-pass filter (LPF) was applied. We confirmed that an attenuation of approximately 59.3% appears from the second harmonic. The presence of many harmonic components in the data of the ESS was expected to occur due to the insufficiency of optimization among the modules inside the ESS. Therefore, we propose that a national certification system for ESS should be introduced to settle down the issue properly.

• 풍력에너지저널
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• 제4권1호
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• pp.20-29
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• 2013

Load measurement, which is performed based on IEC 61400-13, consists of three stages: the stage of collecting huge amounts of load measurement data through a measurement campaign lasting for several months; the stage of processing the measured data, including data validation and classification; and the stage of analyzing the processed data through time series analysis, load statistics analysis, frequency analysis, load spectrum analysis, and equivalent load analysis. In this research, we pursued the development of an analysis software in MATLAB to save labor and to secure exact and consistent performance evaluation data in processing and analyzing load measurement data. The completed analysis software also includes the functions of processing and analyzing power performance measurement data in accordance with IEC 61400-12. The analysis software was effectively applied to process and analyse the load measurement data from a demonstration research for a 750 kW direct-drive wind turbine generator system (KBP-750D), performed at the Daegwanryeong Wind Turbine Demonstration Complex. This paper describes the details of the analysis software and its processing and analysis stages for load measurement data and presents the analysis results.

• Journal of Information Processing Systems
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• 제20권3호
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• pp.317-327
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• 2024

Along with the rapid development of the database technology, as well as the widespread application of the database management systems are more and more large. Now the data mining technology has already been applied in scientific research, financial investment, market marketing, insurance and medical health and so on, and obtains widespread application. We discuss data mining technology and analyze the questions of it. Therefore, the research in a new data mining method has important significance. Some literatures did not consider the differences between attributes, leading to redundancy when constructing concept lattices. The paper proposes a new method of uncertain data mining based on the concept lattice of connotation difference degree (c_diff). The method defines the two rules. The construction of a concept lattice can be accelerated by excluding attributes with poor discriminative power from the process. There is also a new technique of calculating c_diff, which does not scan the full database on each layer, therefore reducing the number of database scans. The experimental outcomes present that the proposed method can save considerable time and improve the accuracy of the data mining compared with U-Apriori algorithm.

• Nuclear Engineering and Technology
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• 제56권5호
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• pp.1836-1844
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• 2024

The use of digital systems in radiation science has been increased last years in the different knowledge areas, as a detectors, spectrometry, spectroscopy, simulation, etc. This manuscript presents the design and implementation of a low-cost, fully portable multi-channel analyzer for nuclear spectrometry (in situ). The development is based on a 32-bit microcontroller with ARM Cortex-M7, this design is able to digitize and analyze pulses from a radiation detector without the need to transform the input signal with some filter, obtains the maximum height of each of the digitized pulses, segmenting the information into channels to form a histogram and visualizing the LCD screen incorporated in the system. A continuous digitization methodology was used, which is in charge of the DMA and an ADC with a resolution of 12 bits at a speed of 3.6 MSPS. The system has a compact design and can open and save spectra in an SD memory built into the system. The MCA in MCU was tested with a NaI(Tl) Scintillation radiation detector, which allowed us to determine that the spectra obtained are similar compared to commercial MCA's. The results obtained show that the MCA in MCU is efficient for nuclear spectrometry, in addition to being very economical and low power consumption.

• 전력전자학회논문지
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• 제13권5호
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• pp.336-343
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• 2008

본 논문에서는 병렬형 칼만 필터를 사용한 영구 자석 동기 전동기의 새로운 센서리스 제어 기법이 제안되었다. 제안된 기법은 기존의 확장형 칼만 필터(EKF)와는 달리 reduced-order EKF를 이용한 역기전력 추정 알고리즘을 통해 회전자 위치와 속도를 추정할 수 있고, 각각의 샘플링 시간마다 서로 다른 EKF를 실행하는 병렬형 구조를 사용함으로써 연산시간을 월등히 줄일 수 있다. 따라서 제안된 기법은 기존 EKF의 장점은 그대로 유지하며 단점으로 지적되었던 긴 연산시간 문제를 극복하고 쇄교 자속 값에 민감한 부분도 부분적으로 해결할 수 있다. 또한 운전 영역에 따라 그 형태를 달리함으로써 회전자 속도 및 위치를 안정적으로 추정할 수 있다. 제안된 기법은 실험 결과를 통하여 그 타당성이 검증되었고, 기존 EKF와의 연산 시간 비교를 통하여 우수성이 확인되었다.

• 동력기계공학회지
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• 제16권3호
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• pp.44-50
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• 2012

The reliability qualification test is essential in order to ensure the life time of the product under the normal operation conditions when a new product is developed. The reliability qualification test period has an important impact on the development time of new product. Therefore, some researches to reduce the test time of reliability qualification test have been actively studied. Generally, accelerated life test is well known as one method that can save the test time of the reliability qualification test. This test is conducted under the higher stress condition than normal condition. So we need to investigate what factor affects to the higher stress condition. This paper shows the relationship between the acceleration factor and reliability qualification test period. Especially, we focused on the method to obtain effective acceleration factors under the high temperature condition. Through some experiments for a refrigerator's compressor, we were able to confirm how to increase acceleration factors and how to reduce the reliability qualification test period with minimum samples.

• 스마트미디어저널
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• 제6권4호
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• pp.24-31
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• 2017

무선 센서 네트워크에서는 원격의 열악한 환경에 센서 노드들이 배치된다. 이러한 네트워크에서 센서 노드의 전원이 모두 소모되면, 사람의 생명을 구할 수도 있는 센서 네트워크의 품질 및 성능 저하와 함께 센서 노드들은 쓸모가 없게 된다. 따라서 에너지 소비 개선 및 센서 네트워크의 수명 연장에 관련된 수 많은 클러스터링 프로토콜들이 제안되었으나 대부분의 기존 연구들의 기법들은 클러스터 헤드의 오버헤드 상당히 크다. 센서 노드의 전력 제한과 클러스터 헤드의 오버헤드 문제 때문에 각 노드의 에너지 소비를 최소화하며 네트워크 수명을 최대화하는 라우팅 프로토콜을 설계하는 것은 중요하다. 따라서 본 논문에서는 클러스터 헤드의 부담을 줄여주며 에너지 소비를 최소화하는 라우팅 알고리즘과 네트워크 수명을 최대화할 수 있는 알고리즘을 적용한 효율적인 클러스터링 기법을 제안한다. 시뮬레이션 결과는 제안한 클러스터링 기법이 에너지 균형을 향상시켰으며, 유사한 역할을 하는 기법들과 비교하였을 때 네트워크 수명이 연장됨을 보여준다.

• 한국컴퓨터산업학회논문지
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• 제6권2호
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• pp.357-364
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• 2005

최근 들어 우리나라에서는 설치의 간편성과 높은 신뢰도를 가진 전력케이블의 사용이 증가하고 있다. 전력케이블은 출고 전에 IEEE std. 404-1993 시험을 거쳐 안정성을 확인하고 있지만 포설시 발생하는 접속부 내부의 결함으로 인하여 많은 문제가 발생하고 있다. 특히 불순물 혼입 또는 공극 발생시 고장율은 증가하게 된다 부분방전 검출은 포설 후 전력케이블의 상태를 관측할 수 있는 유용한 방법이다. 본 연구에서는 부분방전 특성을 평가하고자 케이블 접속재인 EPR과 케이블 절연체인 XPLE 사이에 인공 결함을 발생시킨 후 데이터 취득 시스템을 이용하여 $\Phi-q-n$ 특성을 검출하였으며, 부분방전의 정량적 해석을 위해 필요한 통계량을 계산하였으며, 신경망 모델을 적용하여 패턴 분석을 수행하여 $88\~96\%$의 구별이 가능하였다.

• 동력기계공학회지
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• 제16권2호
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• pp.43-48
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• 2012

Generally accelerated life test is well known as one method to reduce reliability qualification test period. This test is conducted under the higher stress condition than normal condition. So it can save the test time by calculating the acceleration factor from the relationship between the worst stress condition and normal condition. This paper investigates the worst stress condition for the accelerated life test to increase the acceleration factor. Especially, we focused on the method to obtain effective acceleration factors under the worst stress condition. Moreover, we considered how to decide the worst stress condition by looking for the operating limit of this system. The acceleration factor can be estimated from the ratio of the kinematic viscosity in the normal condition and the worst stress condition, the lowest temperature, by using Arrhenius relationship. Through some experiments for a refrigerator's compressor, we were able to confirm how to increase acceleration factors and how to reduce the reliability qualification test period with minimum samples.

• Journal of Advanced Marine Engineering and Technology
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• 제35권5호
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• pp.654-660
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• 2011

본 논문에서는 함정용 노출 방수형 형광등기구 대체를 위한 LED 조명기구의 설계방안에 대하여 연구하였다. 조명기구에 대한 한국산업규격(KS), 국방규격(KDS) 및 미국방규격(MIL)의 안전 및 성능 요구사항을 비교하였다. LED 등기구의 설계기준을 도출하기 위하여 기존 형광등기구의 소비전력, 총광량 및 배광 등 전기 광학적 특성을 실험적으로 분석하였다. 기존 조명기구의 성능을 기초하여 4가지 LED 조명기구를 시제작하였다. 기존 형광등에 비해 소비전력은 44~51 [%] 절감되고, 총광속은 8~13 [%] 증가하는 함정용 LED 조명기구의 설계방안을 제시하였다.