• 대한원격탐사학회지
• /
• 제39권5_1호
• /
• pp.669-681
• /
• 2023

과일 나무의 생육을 평가하는 중요한 지표인 엽록소 함량을 추정하는데 비교적 많은 노동력의 투입이 요구되고 오랜 시간이 소요되는 기존의 파괴 조사 대신 비파괴적 조사 방식인 원격탐사기술을 적용하기 위한 연구가 시도되고 있다. 이 연구에서는 2년(2021, 2022) 간 무인기 기반의 초분광 영상을 이용하여 배나무 잎의 엽록소 함량을 비파괴적으로 추정하는 연구를 수행하였다. 영상 처리로 추출된 배나무 캐노피(canopy)의 단일 band 반사율은 시간 변화에 따라 불안정한 복사 효과를 최소화하기 위해 밴드비화(band rationing) 되었다. 밴드비(band ratios)를 입력 변수로 머신러닝 알고리즘인 elastic-net, k-nearest neighbors (KNN)과 support vector machine을 사용하여 추정(calibration, validation) 모델들을 개발하였다. Full band ratios 기반 추정 모델들의 성능과 비교하여 계산 비용 절감과 재현성 향상에 유리한 key band ratios를 선정하였다. 결과적으로 모든 머신러닝 모델에서 full band ratios를 이용한 calibration에 coefficient of determination (R²)≥0.67, root mean squared error (RMSE)≤1.22 ㎍/cm², relative error (RE)≤17.9%)와 validation에 R²≥0.56, RMSE≤1.41 ㎍/cm², RE≤20.7% 성능을 비교하였을 때, key band ratios 네 개가 선정되었다. 머신러닝 모델들 사이에 validation 성능에는 비교적 큰 차이가 없어 calibration 성능이 가장 높았던 KNN 모델을 기준으로 삼았으며, 그 key band ratios는 710/714, 718/722, 754/758, 758/762 nm가 선정되었다. Calibration에서 R²=0.80, RMSE=0.94 ㎍/cm², RE=13.9%와 validation에서 R²=0.57, RMSE=1.40 ㎍/cm², RE=20.5%를 나타내었다. Validation의 기준으로 한 성능 결과는 배나무 잎 엽록소 함량을 추정하기에 충분하지 않았지만, 앞으로의 연구에 기준이 될 key band ratios를 선정했다는 것에 의미가 있다. 추후 연구에서는 추정 성능을 향상하기 위해 지속적으로 추가 데이터세트를 확보하여 선정된 key band ratios의 신뢰성 검증과 함께 실제 과원에 재현 가능한 추정 모델로 고도화할 필요가 있다.

• 전력전자학회:학술대회논문집
• /
• 전력전자학회 2018년도 전력전자학술대회
• /
• pp.63-65
• /
• 2018

This paper presents a DTC-PWM(Direct Torque Control-Pluse Width Modulation) method of PMSM(Permanent Magnet Synchronous Motor) using the flux-torque hysteresis band. In order to keep the flux and torque error of the PMSM within the hysteresis band, the optimal PWM duty ratio is calculated by the error of the flux and torque with the flux and torque vector of the selected voltage vector. According to the flux duty ratios and the torque duty ratios, the optimized duty ratio to reduce the errors is selected by the calculated duty ratios. In the proposed method, the selected voltage vector is divided into d-q axis components with a simple method. And the flux duty ratios and torque duty ratios are estimated by the applied voltage vector. The proposed DTC-PWM for PMSM was verified by computer simulation.

• 한국전자파학회논문지
• /
• 제20권5호
• /
• pp.444-449
• /
• 2009

본 논문에서는 두 개의 대역에서 서로 다른 임의의 분배비를 갖는 이중 대역 가지 선로 결합기를 제안한다. 가지 선로 결합기의 선로들을 $\pi$-형 등가회로로 변환할 때 이 등가회로가 임의의 두 주파수에서 서로 다른 임피던스 특성을 갖고 두 주파수에 대하여 선로의 전기적 길이는 중심 주파수의 $\lambda/4$가 되도록 설계한다. 제안된 설계법의 타당성을 입증하기 위해서 0.9 GHz와 2 GHz에서 서로 다른 분배비를 갖는 결합기를 설계하였다. 분배비가 두 주파수에서 각각 1:1과 1:3이 되는 결합기를 설계, 제작 및 측정하였다. 측정 결과, 중심 주파수에서 삽입 손실은 0.33 dB 이내의 오차 범위를 보였고, 반사 손실과 격리 특성은 -18.07 dB 이상으로 매우 우수한 특성을 보였다.

• 한국소음진동공학회논문집
• /
• 제19권3호
• /
• pp.294-300
• /
• 2009

In high speed railway bridges, dynamic analysis is important because of high passing velocity and moving load at the regular intervals, and damping ratio is a major parameter to predict dynamic responses. In this paper, damping ratios were estimated by using half power band width method and extended Kalman filter according to acceleration signal conditions, and a relationship between estimated damping ratios and representative values of bridge vibration was derived. From the results, damping ratios estimated from total ambient vibration were more reliable than only free vibration part. In case of using extended Kalman filter, the estimated damping ratios varying with RMQ(root mean quad), as one of representative values of bridge vibration, have more feasible trend. Thus, it is shown that further studies on reliabilities of estimated damping ratios are needed.

• 천문학논총
• /
• 제27권4호
• /
• pp.161-164
• /
• 2012

We performed a spectroscopic survey for cometary volatiles with the Infrared Camera onboard the Japanese infrared satellite AKARI. The observations were carried out in the near-infrared wavelength range in the period from 2008 June to 2010 January. In this paper, we summarize the observations and results of the AKARI survey for the mixing ratios of major volatiles in comets. We derived the $2.5-5{\mu}m$ spectra of 18 comets including both Oort cloud comets and Jupiter-family comets. Prominent emission bands in the observed spectra are the fundamental vibrational bands of water ($H_2O$) at $2.7{\mu}m$ and carbon dioxide ($CO_2$) at $4.3{\mu}m$. The fundamental vibrational band of carbon monoxide (CO) at $4.7{\mu}m$ and the broad emission feature probably related to C-H bearing molecules can also be recognized around the $3.4-3.5{\mu}m$ region in some comets. We detect $CO_2$ in 17 out of 18 comets, and derived gas production rate ratios of $CO_2$ with respect to $H_2O$ in 17 comets. We detect a reliable CO emission band only in three of the comets. Our data set provides the largest homogeneous database of $CO_2/H_2O$ ratios in comets obtained so far.

• ETRI Journal
• /
• 제33권5호
• /
• pp.802-805
• /
• 2011

This letter presents a K-band polarization reconfigurable antenna integrated with a silicon radio frequency MEMS switch into the form of a compact package. The proposed antenna can change its state from linear polarization (LP) to circular polarization (CP) by actuating the MEMS switch, which controls the configuration of the coupling ring slot. Low-loss quartz is used for a radiating patch substrate and at the same time for a packaging lid by stacking it onto the MEMS substrate, which can increase the system integrity. The fabricated antenna shows broadband impedance matching and exhibits high axial ratios better than 15 dB in the LP and small axial ratios in the CP, with a minimum value of 0.002 dB at 20.8 GHz in the K-band.

• 한국지구과학회지
• /
• 제23권1호
• /
• pp.1-14
• /
• 2002

The land-cover of two regions of South and North Korea included in one Landsat TM scene was investigated by comparing different seasons and different band data over the multiple land-cover types. The relationships between the intensities of two bands in the 2-D plot are mainly linear in band2 versus band1 and band3 versus band1, polygonal sporadic in band5 versus band1 and band7 versus band1, and almost tri-polarized in band4 versus band3. The 2-D plot of band4/band3 shows the best capability to discriminate different main land-cover such as water, vegetation and dry soil. Some discriminations are not clear between city and dry field, or mountain and plain field in the scene of September. The digital number data of band4 from vegetated zones show stronger reflectance in September rather than April, while other band values tend to be lager in April than in September over each land-cover. NDVI presents high value in both regions in September. However the image of Wonsan area in April suggests weak vigor of vegetation in comparison with Cholwon area. Band ratios are very effective in eliminating the influence of the complex topography. The proper pairing of the band ratio improved the discrimination capability of the land-cover; band5/band2 for dry soil, band4/band3 for vegetation and band1/band7 for the water. The RGB combination of the three band ratio pairs showed the best results in the discrimination of the land-cover of Wonsan, Cholwon and even the Demilitarized Zone.

• 대한기계학회논문집A
• /
• 제27권4호
• /
• pp.479-484
• /
• 2003

In this paper, film thickness and temperature distribution are measured in EHL point contact at high slip ratios. Infrared temperature mapping with two band pass fillers. proposed by Ausherman (1976). is used to measure temperature distribution. And the optical interferornetric method with two filters (red and green filters) is used to measure film thickness. Result of experiment showed that temperature rising at film and ball surface occurred very dramatically in Dimple zone. As slip velocity, slip ratio and load increased, size of Dimple and temperature rising became more large In addition, Position and shape of Dimple we changed by slip ratios, and increasing of Dimple size decreased traction coefficient. In short, it is appointed that the Dimple phenomenon be developed by the effect of viscosity wedge.

• 한국철도학회:학술대회논문집
• /
• 한국철도학회 2008년도 춘계학술대회 논문집
• /
• pp.93-100
• /
• 2008

Recently, due to the advanced measurement techniques, long-term health monitoring systems have been frequently applied to existing bridges. It is known that damping ratios as one of dynamic properties would be an important parameter for evaluating the bridge condition. However, damping ratios may be normally varied depending on the external loading effects on bridges. In general, both the logarithmic decrement and the half-power band width method as a conventional method can be simply used for evaluating the damping ratios accurately when bridge response signals are measured under free vibration conditions. In this study, the Hilbert-Huang transform and the extended Kalman filter were applied to evaluate the damping ratio by using the bridge acceleration signals measured under ambient vibration condition. From the results under ambient vibration condition of bridges, it was examined that the damping ratios evaluated from both the Hilbert-Huang transform and the extended Kalman filter could be more reliable than those from conventional methods.

• 천문학회지
• /
• 제19권2호
• /
• pp.69-89
• /
• 1986

The global morphology and geometric parameters of 39 barred galaxies are investigated, by using isophote map and isodensity tracings obtained from detailed surface photometry with the Kiso V-band plates. The observed results are as follows: i) There is no strong indication that the ratio of bar length to disk size is correlated with Hubble type, except that the largest bars appear in the SBb galaxies. ii) The mean value of axial ratios of bars is $2.0{\pm}0.4$ and there is a trend that early type galaxies have smaller axial ratios than late type galaxies. iii) About 15% of early type barred galaxies(Sb0-SBb) have triaxial bulges.