• Journal of Electrical Engineering and Technology
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• 제12권2호
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• pp.769-777
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• 2017

The research of air gap flux density has a significant effect on predicting and optimizing the structure parameters of electrical machines. In the paper, the air gap coefficient, leakage flux factor and saturation coefficient are first analytically expressed in terms of motor properties and structure parameters. Subsequently, the analytical model of average air gap flux density for surface-mounted permanent magnet synchronous machines is proposed with considering slotting effect and saturation. In order to verify the accuracy of the proposed analytical model, the experiment and finite element analysis (FEA) are used. It shows that the analytical results keep consistency well with the experimental result and FEA results, and the errors between FEA results and analytical results are less than 5% for SPM with high power. Finally, the analytical model is applied to optimizing the motor structure parameters. The optimal results indicate that the analytical calculation model provides a great potential to the machine design and optimization.

• Journal of Astronomy and Space Sciences
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• 제37권1호
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• pp.1-9
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• 2020

Frozen orbit is an attractive option for orbital design owing to its characteristics (its argument of pericenter and eccentricity are kept constant on an average). Solar sails are attractive solutions for massive and expensive missions. However, the solar radiation pressure effect represents an additional force on the solar sail that may greatly affect its orbital behavior in the long run. Thus, this force must be included as a perturbation force in the dynamical model for more accuracy. This study shows the calculations of initial conditions for a lunar solar sail frozen orbit. The disturbing function of the problem was developed to include the lunar gravitational field that is characterized by uneven mass distribution, third body perturbation, and the effect of solar radiation. An averaging technique was used to reduce the dynamical problem to a long period system. Lagrange planetary equations were utilized to formulate the rate of change of the argument of pericenter and eccentricity. Using the reduced system, frozen orbits for the Moon sail orbiter were constructed. The resulting frozen orbits are shown by two 3Dsurface (semi-major, eccentricity, inclination) figures. To simplify the analysis, we showed inclination-eccentricity contours for different values of semi-major axis, argument of pericenter, and values of sail lightness number.

• 한국버섯학회지
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• 제21권3호
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• pp.110-117
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• 2023

Cordycepin (3'-deoxyadenosine) is a nucleoside analog known for its diverse range of biological activities. This study investigated the effect of different types of sawdust on the production of the bioactive compound cordycepin. The results of the study showed that different types of wood sawdust affected the biosynthesis of cordycepin and a significant increase was observed when the conventional SDB medium was replaced with 1% NaOH treated pine sawdust. To optimize cordycepin production from Paecilomyces tenuipes in a medium containing 1% NaOH-pretreated pine sawdust, we employed Response Surface Methodology (RSM) in its Box-Behnken design (BBD) canonical form. The optimal conditions were determined as follows: a particle size of 109.5111-mesh (140 ㎛) for 1% NaOH-pretreated pine sawdust, an input weight of 21.1679 g/L, and an incubation time of 73.8423 hours. According to our model, this combination is expected to yield a maximum cordycepin content of 896.1428 ㎍/mL. Experimental validation of this prediction was performed using the suggested optimal conditions, resulting in an average cordycepin content of 922.6771 ㎍/mL across three replicates, thus confirming the model's accuracy.

• 한국수자원학회논문집
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• 제39권3호
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• pp.187-198
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• 2006

한국수자원공사에서는 매월 1일 생성한 월 앙상블 유량예측(Ensemble Streamflow Prediction, ESP)을 근거로 월 최적운영 모형인 SSDP모형을 통해 월말목표저수량을 산정할 수 있는 실시간 물 관리 시스템을 구축하였다. 그러나 월 중간에 발생하는 수문기상학적 변화를 반영할 수 없다는 단점을 가지고 있어 이를 보완하자는 필요성이 제기되었다. 이를 위해 본 연구에서는 1일부터 예측시점까지는 그 동안 발생한 강우 관측자료를 이용하고 이후 기간에는 발생 가능한 모든 과거 강수시나리오를 이용하는 기법을 통해 매월 10일 간격으로 3차례 앙상블예측을 갱신하여 예측정확도를 향상시켰으며, 예측정확도에 따른 저수지 운영효과의 개선여부를 정량적으로 분석하였다. 그 결과 월중 수문상황을 반영한 SSDP/ESP21모형이 그렇지 못한 SSDP/ESP01모형에 비해 연평균 $1\;X\;10^6\;m^3$의 용수부족 감소효과를 가졌으며 전반적으로 이수기에 총 유량이 적으면서 예측정확도가 향상된 경우 상당한 용수부족 감소효과를 나타냄을 또한 알 수 있었다.

• 방송공학회논문지
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• 제21권4호
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• pp.493-505
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• 2016

컴퓨터 비전이나 감시영상 시스템에서 유동인구 수 측정은 안전, 스케줄링, 광고효과 측면에서 중요한 과제 중 하나이다. 유동인구 수 측정은 조명변화, 부분적인 폐색, 중첩, 사람검출과 같은 다양한 어려움을 겪고 있다. 가장 큰 문제점은 혼잡한 상황에서 추적되는 객체에 대한 폐색과 중첩이다. 정확한 유동인구 수 측정을 위해 폐색과 중첩은 반드시 해결해야 할 과제이다. 본 논문에서는 기존의 보행자 추적 방법을 개선한 효율적인 유동인구 수 측정 시스템을 제안한다. 기존의 보행자 추적과 달리, 제안된 방법은 평균 필터 추적방법을 적용하여 성능을 향상시킬 수 있음을 보인다. 또한 객체 추적의 성능향상을 위한 프레임 보상, 아웃라이어 제거를 통해서 추적을 개선한다. 그와 동시에 제안된 시스템은 추적된 객체의 다양한 정보를 저장한다. 데이터 셋 S6와 데이터 셋 S7에 대하여 유동인구 수 측정 정확도를 향상시키고 에러율을 줄인다. 또한 제안된 방법은 실시간으로 평균 80fps의 검출을 제공한다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제14권8호
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• pp.3295-3311
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• 2020

With the wide application of hyperspectral images, it becomes more and more important to compress hyperspectral images. Conventional recursive least squares (CRLS) algorithm has great potentiality in lossless compression for hyperspectral images. The prediction accuracy of CRLS is closely related to the correlations between the reference bands and the current band, and the similarity between pixels in prediction context. According to this characteristic, we present an improved CRLS with adaptive band selection and adaptive predictor selection (CRLS-ABS-APS). Firstly, a spectral vector correlation coefficient-based k-means clustering algorithm is employed to generate clustering map. Afterwards, an adaptive band selection strategy based on inter-spectral correlation coefficient is adopted to select the reference bands for each band. Then, an adaptive predictor selection strategy based on clustering map is adopted to select the optimal CRLS predictor for each pixel. In addition, a double snake scan mode is used to further improve the similarity of prediction context, and a recursive average estimation method is used to accelerate the local average calculation. Finally, the prediction residuals are entropy encoded by arithmetic encoder. Experiments on the Airborne Visible Infrared Imaging Spectrometer (AVIRIS) 2006 data set show that the CRLS-ABS-APS achieves average bit rates of 3.28 bpp, 5.55 bpp and 2.39 bpp on the three subsets, respectively. The results indicate that the CRLS-ABS-APS effectively improves the compression effect with lower computation complexity, and outperforms to the current state-of-the-art methods.

• 대기
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• 제30권2호
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• pp.169-181
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• 2020

We conducted a study on the impact of observation station density; this was done in order to enable the accurate estimation of spatial meteorological variables. The purpose of this study is to help operate an efficient observation network by examining distributions of temperature, relative humidity, and wind speed in a test area of a three-dimensional meteorological observation project in the Yeongdong region in 2019. For our analysis, we grouped the observation stations as follows: 41 stations (for Step 4), 34 stations (for Step 3), 17 stations (for Step 2), and 10 stations (for Step 1). Grid values were interpolated using the kriging method. We compared the spatial accuracy of the estimated meteorological grid by using station density. The effect of increased observation network density varied and was dependent on meteorological variables and weather conditions. The temperature is sufficient for the current weather observation network (featuring an average distance about 9.30 km between stations), and the relative humidity is sufficient when the average distance between stations is about 5.04 km. However, it is recommended that all observation networks, with an average distance of approximately 4.59 km between stations, be utilized for monitoring wind speed. In addition, this also enables the operation of an effective observation network through the classification of outliers.

• 대한공간정보학회지
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• 제22권4호
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• pp.39-46
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• 2014

네트워크 RTK측량은 단일기준국 RTK측량의 한계를 극복하고자 개발된 GNSS 위치결정기술로 그 정확도와 효율성이 높아 일반측량, 지적측량 및 엔지니어링측량 등에서 많이 활용되고 있다. 지적재조사측량규정에서는 네트워크 RTK, 단일기준국 RTK와 정지측위를 지적재조사측량방법으로 규정하고 있는데, 본 연구에서는 경남 하동의 지적재조사측량지역을 대상으로 측량규정에 정한 방법인 네트워크 RTK와 정지측위 방식에 의한 기준점측량을 실시하고 그 결과를 비교하였다. 아울러 네트워크 RTK 측량의 정확도를 개선시키고자 사이트 캘리브레이션을 실시하고 경계점 측량을 수행하였으며 이를 사이트 캘리브레이션 실시없이 네트워크 RTK(VRS) 측량을 수행한 측량결과와 비교하였다. 연구결과 네트워크 RTK 방식과 정지측위 방식의 평균오차는 두 개 지구에서 각각 2.44cm와 1.53cm로 나타났고, 캘리브레이션을 실시한 경우에는 네트워크 RTK 방식과 정지측위 방식의 평균오차값이 두 개 지구에서 각각 0.19cm와 0.82cm로 나타나 캘리브레이션의 효과를 확인할 수 있었다.

• 대한의용생체공학회:의공학회지
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• 제22권5호
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• pp.459-468
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• 2001

Average Coordinate Reference System (ACRS) 방법은 인체 보행 분석 시 발생하는 실험오타를 줄이기 위해서 개발되었다. 실험적으로 측정되어지는 운동학 데이터가 인체 모델링 분석을 수행하기 위해서 사용되어지며. 그 모델의 정확성은 그 측정된 데이터에 직접적인 연관 관계가 있다. 그러나, 인체가 보행하는 동안에 피부의 움직임과 골격구조의 변형이 발생하고 또한 운동 분석 실험장비 자체가 가지고 있는 여러 가지의 한계 때문에. 그 실험 데이터에 정확도는 의문시되어 진다 개발된 ACRS 방법은. 인체 운동분석을 수행하는 여러 종류의 시스템에 적용할 수 있는데. 본 연구에서는 ACRS 방법을 광학적으로 추적이 되는 표적을 인체의 각 세그멘트에 붙인 시스템에 적용하였다 ACRS 방법에서는. 각 세그멘트에 붙어있는 각각의 표적들이 독립적으로 그 세그멘트 안에서 국부좌표계의 원점으로 취급되어질 수 있다. 실험 과정에서 발생하는 본래부터의 오타 때문에. 각 원점에서 계산된 Euler angle은 서로 상이한 값을 갖는다 실험 초기에 측정한 보정 세그멘트 기준 프레임의 지식을 이용하면, 각 표적 위치에서 계산된 Euler angles들의 평균값을 계산할수 있고, 그 평균값은 피부의 확장과 회전의 영향을 최소화한 값이다. 운동분석에 일반적으로 적응되는 Euler angle 방법과 개발된 ACRS 방법을 비교하여 보면. ACRS 방법을 사용하였을 때 오차가 줄어들었다 만약에, 보행 실험 데이터에 오타가 존재하지 않는다면, 절대좌표계를 사용한 무릎 관절의 분리와 관통된 거리는 일회 보행구간 동안에 제로가 될 것으로 생각된다. 일반적으로 적용되는 Euler angle 방법을 적용하였을 때, 분리와 관통된 거리는 약 18 mm 가지 분포가 되었고, 개발된 ACRS 방법을 사용하였을 시에는 약 12 mm 까지 분포가 되었다.

• Asian Pacific Journal of Cancer Prevention
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• 제16권14호
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• pp.5889-5897
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• 2015

Background: The performance of combined testing visual inspection with acetic acid (VIA) and cervical cytology tests might differ from one setting to another. The average estimate of the testing accuracy across studies is informative, but no meta-analysis has been carried out to assess this combined method. Objective: The objective of this study was to estimate the average sensitivity and specificity of the combined VIA and cervical cytology tests for the detection of cervical precancerous lesions. Materials and Methods: We conducted a systematic review and a meta-analysis, according to the Cochrane Handbook for Systematic Review of Diagnostic Test Accuracy. We considered two cases. In the either-positive result case, a positive result implies positivity in at least one of the tests. A negative result implies negativity in both tests. In the both-positive case, a positive result implies having both tests positive. Eligible studies were identified using Pubmed, Embase, Website of Science, CINHAL and COCRANE databases. True positive, false positive, false negative and true negative values were extracted. Estimates of sensitivity and specificity, positive and negative likelihood (LR) and diagnostic odds ratios (DOR) were pooled using a hierarchical random effect model. Hierarchical summary receiver operating characteristics (HSROC) were generated and heterogeneity was verified through covariates potentially influencing the diagnostic odds ratio. Findings: Nine studies fulfilled inclusion criteria and were included in the analysis. Pooled estimates of the sensitivities of the combined tests in either-positive and both-positive cases were 0.87 (95% CI: 0.83-0.90) and 0.38 (95% CI: 0.29-0.48), respectively. Corresponding specificities were 0.79 (95% CI: 0.63-0.89) and 0.98 (95% CI: 0.96-0.99) respectively. The DORs of the combined tests in either-positive or both-positive result cases were 27.7 (95% CI: 12.5-61.5) and 52 (95% CI: 22.1-122.2), respectively. When including only articles without partial verification bias and also a high-grade cervical intraepithelial neoplasia as a threshold of the disease, DOR of combined test in both-positive result cases remained the highest. However, DORs decreased to 12.1 (95% CI: 6.05-24.1) and 13.8 (95% CI: 7.92-23.9) in studies without partial verification bias for the combined tests in the either-positive and both-positive result cases, respectively. The screener, the place of study and the size of the population significantly influenced the DOR of combined tests in the both-positive result case in restriction analyses that considered only articles with CIN2+ as disease threshold. Conclusions: The combined test in the either-positive result case has a high sensitivity, but a low specificity. These results suggest that the combined test should be considered in developing countries as a primary screening test if facilities exist to confirm, through colposcopy and biopsy, a positive result.