• 대한조선학회논문집
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• 제52권1호
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• pp.88-95
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• 2015

For the frequency-domain spectral fatigue analysis, the probability density function of stress range needs to be estimated based on the stress spectrum only, which is a frequency domain representation of the response. The probability distribution of the stress range of the narrow-band spectrum is known to follow the Rayleigh distribution, however the PDF of wide-band spectrum is difficult to define with clarity due to the complicated fluctuation pattern of spectrum. In this paper, efforts have been made to figure out the links between the probability density function of stress range to the structural response of wide-band Gaussian random process. An artificial neural network scheme, known as one of the most powerful system identification methods, was used to identify the multivariate functional relationship between the idealized wide-band spectrums and resulting probability density functions. To achieve this, the spectrums were idealized as a superposition of two triangles with arbitrary location, height and width, targeting to comprise wide-band spectrum, and the probability density functions were represented by the linear combination of equally spaced Gaussian basis functions. To train the network under supervision, varieties of different wide-band spectrums were assumed and the converged probability density function of the stress range was derived using the rainflow counting method and all these data sets were fed into the three layer perceptron model. This nonlinear least square problem was solved using Levenberg-Marquardt algorithm with regularization term included. It was proven that the network trained using the given data set could reproduce the probability density function of arbitrary wide-band spectrum of two triangles with great success.

• 한국인터넷방송통신학회논문지
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• 제21권5호
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• pp.149-154
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• 2021

초분광 이미지는 일반 이미지와 달리 전자기 스펙트럼을 파장에 따라 수많은 밴드로 나누어 촬영된 것으로 고용량 고해상도 이미지이다. 일반 이미지보다 정보량이 많아 물체나 물질 탐사에 활용된다. 처리할 초분광 이미지의 정보량을 줄이기 위해 밴드 선택(band selection)기법을 활용한다. 기존 밴드 선택기법들은 통계를 바탕으로 하는 휴리스틱한 기법으로, 시간이 오래 걸리며, 일반성과 보편성이 떨어지는 경우가 많다. 이를 보완하기 위해 본 논문에서는 양자화 개념(Quantization)를 활용하여, 이산 범위(Discrete Range)를 통해 범위별로 대표적인 밴드를 뽑아 밴드 선택에 사용한다. 실험 결과를 통해 제안 기법이 기존 밴드 선택 방식보다 수행 시간이 매우 빠르며 밴드 수를 1/10~1/7로 줄였음에도 원본과 성능 정확도가 유사함을 보였다.

• Biotechnology and Bioprocess Engineering:BBE
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• 제9권6호
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• pp.428-434
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• 2004

Coarse clumping of solid materials within diseased biological cells can have a marked influence on the light scattering pattern. Perturbations in refractive index lead to distinct varia­tions in the cytometric signature, especially apparent over wide scattering angles. The large dynamic range of scattering intensities restricts collection of data to narrow angular intervals be­lieved to have the highest potential for medical diagnosis. We propose the use of an interfer­ence filter to reduce the dynamic range. Selective attenuation of scattering intensity levels is expected to allow simultaneous data collection over a wide angular interval. The calculated angu­lar transmittance of a commercial shortwave-pass filter of cut-off wavelength 580 nm indicates significant attenuation of scattering peaks below ${\~}\;10^{circ}$, and reasonable peak equalization at higher angles. For the three-dimensional calculation of laser light scattered by cells we use a spectral method code that models cells as spatially varying dielectrics, stationary in time. How­ever, we perform preliminary experimental testing with the interference filter on polystyrene microspheres instead of biological cells. A microfluidic toolkit is used for the manipulation of the microspheres. The paper intends to illustrate the principle of a light scattering detection system incorporating an interference filter for selective attenuation of scattering peaks.

• 센서학회지
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• 제21권6호
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• pp.402-407
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• 2012

We report a Fabry-Perot interferometer (FPI)-based multi-channel micro-spectrometer used for multi-gas measurement in the spectral range of $3-5{\mu}m$ and its gas sensing performance. The fabricated infrared (IR) spectrometer consists of two parts: an FPI on the top side for selective IR filtering and a $V_2O_5$-based IR detector array on the bottom side for the detection of the filtered IR. Experimental results show that the FPI-based multi-channel gas sensor has reliability and selectivity for simultaneously detecting environmentally harmful gases such as $CH_4$, $CO_2$, $N_2O$ and CO in the spectral range of $3-5{\mu}m$. The fabricated FPI-based multi-channel gas sensor also demonstrated that a reliable and selective detection of gas concentrations ranging from 0 to 500 ppm is feasible. In addition, the electrical characteristics demonstrate a superior response performance in regards to the selectivity in the multi-target gases.

• Journal of Biosystems Engineering
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• 제33권1호
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• pp.45-50
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• 2008

Shock and vibration inputs are transmitted from the transporting vehicle through the packaging box to the fruit. The vibration causes sustained bouncing of fruits against each other and the container wall. The steady state vibration input may cause serous fruit injury, and the damage is particularly severe if the fruits are bounced at its resonance frequency. The determination of the resonance frequencies of the fruits and vegetables may help the packaging designer to design the proper packaging system providing adequate protection of the fruits from external impact or shock. In this study, to analyze the vibration properties of the apples for optimum packaging design during transportation, the random vibration tests were carried out. From the results of random vibration test, the resonance frequency and power spectral density (PSD) of the packaged freight of apples in the test were in the range of 82 to 97 Hz and 0.0013 to 0.0021 $G^2/Hz$ respectively and the resonance frequency and PSD of the packaged apples were in the range of 13 to 71 Hz and 0.0143 to 0.0923 $G^2/Hz$ respectively.

• 한국음향학회지
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• 제19권8호
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• pp.12-21
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• 2000

본 논문에서는 심리음향 (psychoacoustics)을 이용한 다채널 동적 음향 압축 알고리즘을 통해 감음신경성 난청 (sensorinural hearing loss)을 보정하여 정상적인 지각 환경을 제공하는 알고리즘을 제안한다. 제안된 알고리즘은 라우드니스 조정 함수 (loudness scaling function)를 통해 난청자에게 적합한 라우드니스 레벨을 보상 시켜 주고, 난청자가 인식하게 되는 신호에 대한 마스킹 특성을 해석하여, 지각 영역 (perceptual domain)에서 각각의 주파수 성분에 대한 음압 레벨과 마스킹 임계치 (masking threshold) 사이의 거리로 정의되어지는 SMR(signal-to-masking ratio)을 통해 주파수 대비 (spectral contrast)를 복원 시켜 줌으로써 정상적인 지각 환경을 제공하는 것이다.

• Smart Structures and Systems
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• 제19권5호
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• pp.499-512
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• 2017

Traditional structural dynamic analysis and Structural Health Monitoring (SHM) of large scale concrete civil structures rely on manufactured embedding transducers to obtain structural dynamic properties. However, the embedding of manufactured transducers is very expensive and low efficiency for signal acquisition. In dynamic structural analysis and SHM areas, piezoelectric transducers are more and more popular due to the advantages like quick response, low cost and adaptability to different sizes. In this paper, the applicable feasibility assessment of the designed "artificial" piezoelectric transducers called Concrete Piezoelectric Smart Module (CPSM) in dynamic structural analysis is performed via three major experiments. Experimental Modal Analysis (EMA) based on Ibrahim Time Domain (ITD) Method is applied to experimentally extract modal parameters. Numerical modal analysis by finite element method (FEM) modeling is also performed for comparison. First ten order modal parameters are identified by EMA using CPSMs, PCBs and FEM modeling. Comparisons are made between CPSMs and PCBs, between FEM and CPSMs extracted modal parameters. Results show that Power Spectral Density by CPSMs and PCBs are similar, CPSMs acquired signal amplitudes can be used to predict concrete compressive strength. Modal parameter (natural frequencies) identified from CPSMs acquired signal and PCBs acquired signal are different in a very small range (~3%), and extracted natural frequencies from CPSMs acquired signal and FEM results are in an allowable small range (~5%) as well. Therefore, CPSMs are applicable for signal acquisition of dynamic responses and can be used in dynamic modal analysis, structural health monitoring and related areas.

• 한국농업기계학회:학술대회논문집
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• 한국농업기계학회 2000년도 THE THIRD INTERNATIONAL CONFERENCE ON AGRICULTURAL MACHINERY ENGINEERING. V.II
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• pp.188-195
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• 2000

This study was conducted to measure the moisture content of powdered food using RF impedance spectroscopic method. In frequency range of 1.0 to 30㎒, the impedance such as reactance and resistance of parallel plate type sample holder filled with wheat flour and red-pepper powder of which moisture content range were 5.93∼-17.07%w.b. and 10.87 ∼ 27.36%w.b., respectively, was characterized using by Q-meter (HP4342). The reactance was a better parameter than the resistance in estimating the moisture density defined as product of moisture content and bulk density which was used to eliminate the effect of bulk density on RF spectral data in this study. Multivariate data analyses such as principal component regression, partial least square regression and multiple linear regression were performed to develop one calibration model having moisture density and reactance spectral data as parameters for determination of moisture content of both wheat flour and red-pepper powder. The best regression model was one by the multiple linear regression model. Its performance for unknown data of powdered food was showed that the bias, standard error of prediction and determination coefficient are 0.179% moisture content, 1.679% moisture content and 0.8849, respectively.

• 한국광학회지
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• 제8권1호
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• pp.68-72
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• 1997

$^{13}$C$_{2}$H$_{2}$ 분자의 빛살 흡수선 중 분산천이 광섬유의 영분산 파장에 가까운 1549.49 nm 파장의 흡수선에 DFB-LD (distributed feedback laser diode)의 주파수를 안정화시켰다. 이 주파수 안정화된 DFB-LD와 광섬유 파브리-페로 필터의 투과 및 반사특성을 이용하여 광섬유 파브리-페로 필터의 중심주파수를 안정화시켰다. 자유분광너비(free spectral range)가 100 GHz인 안정화된 광섬유 파브리-페로 필터의 공진 조건에 파장이 다른 3개의 DFB-LD 빛살을 투과시켜 DFB-LD들을 안정화시킴으로써 주파수분할 다중을 하였다. 또한 레이저를 디더링(dithering) 방법으로 안정화시켰을 때 디더링 전류에 따른 레이저의 선폭변화는 600 MHz/mA였다.

• 한국광학회지
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• 제22권1호
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• pp.40-45
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• 2011

동일한 주회 길이의 통상적인 DCRR (Double-coupler Ring Resonator) 에 비하여 두 배의 FSR (Free Spectral Range) 성능을 나타낼 수 있는 TCRR (Triple-coupler Ring Resonator: 삼중 결합 링 공진기) 필터의 설계 및 제작에 대하여 논의하였다. 열-광학 특성이 우수하고, 코어-클래딩 굴절률 차가 큰 폴리머 물질을 이용하여 작은 반경의 곡선도파로가 가능한 매립형 도파구조의 컴팩트한 TCRR 필터를 설계 및 제작하였다. 파장가변 레이저와 광섬유 배열 블록을 이용하여 TCRR 필터의 Through 및 Drop 포트 출력 특성을 측정한 결과, DCRR 필터의 두 배인 4.4 nm의 FSR을 확인하였고, 이는 전달행렬 방법을 이용하여 해석한 결과와 거의 동일하였다.