• 제목/요약/키워드: Bio-filter

검색결과 228건 처리시간 0.033초

농업용저수지의 실시간 수위 보정을 위한 Hampel Filter의 최적 Window Size 분석 (Analysis of the Optimal Window Size of Hampel Filter for Calibration of Real-time Water Level in Agricultural Reservoirs)

  • 주동혁;나라;김하영;최규훈;권재환;유승환
    • 한국농공학회논문집
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    • 제64권3호
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    • pp.9-24
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    • 2022
  • Currently, a vast amount of hydrologic data is accumulated in real-time through automatic water level measuring instruments in agricultural reservoirs. At the same time, false and missing data points are also increasing. The applicability and reliability of quality control of hydrological data must be secured for efficient agricultural water management through calculation of water supply and disaster management. Considering the characteristics of irregularities in hydrological data caused by irrigation water usage and rainfall pattern, the Korea Rural Community Corporation is currently applying the Hampel filter as a water level data quality management method. This method uses window size as a key parameter, and if window size is large, distortion of data may occur and if window size is small, many outliers are not removed which reduces the reliability of the corrected data. Thus, selection of the optimal window size for individual reservoir is required. To ensure reliability, we compared and analyzed the RMSE (Root Mean Square Error) and NSE (Nash-Sutcliffe model efficiency coefficient) of the corrected data and the daily water level of the RIMS (Rural Infrastructure Management System) data, and the automatic outlier detection standards used by the Ministry of Environment. To select the optimal window size, we used the classification performance evaluation index of the error matrix and the rainfall data of the irrigation period, showing the optimal values at 3 h. The efficient reservoir automatic calibration technique can reduce manpower and time required for manual calibration, and is expected to improve the reliability of water level data and the value of water resources.

농업용 수로부의 수위 보정을 위한 필터기법별 적용성 분석 (Analysis of Applicability by Filter Technique for Water Level Correction of Agricultural Canal)

  • 주동혁;나라;김하영;최규훈;윤형창;박상빈;유승환
    • 한국농공학회논문집
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    • 제65권5호
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    • pp.51-68
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    • 2023
  • Due to the recent integrated water management policy, it is important to identify a reliable supply amount for establishing an agricultural water supply plan. In order to identify the amount of agricultural water supply, it is essential to calculate the discharge by measuring the water level and flow velocity of reservoirs and canal agricultural water, and quality control to ensure reliability must be preceded. Unlike agricultural reservoirs, canal agricultural water are more sensitive to the surrounding environment and reservoir irrigation methods (continuous, intermittent irrigation, etc.), making it difficult to estimate general water level patterns and at the same time a lot of erroneous data. The Korea Rural Community Corporation is applying a filter technique as a quality control method capable of processing large quantities and real-time processing of canal agricultural water level data, and applicability evaluation is needed. In this study, the types of errors generated by the automatic water level measurement system were first determined. In addition, by using the manual quality control data, a technique with high applicability is derived by comparing and analyzing data calibrated with Gaussian, Savitzky-Golay, Hampel, and Median filter techniques, RMSE, and NSE, and the optimal parameters of the technique range was derived. As a result, the applicability of the Median filter was evaluated the highest, and the optimal parameters were derived in the range of 120min to 240min. Through the results of this study, it is judged that it can be used for quantitative evaluation to establish an agricultural water supply plan.

필터소재에 따른 담배필터의 생분해성 비교 (Study on bio-degradation of cigarette filter rods with filter materials)

  • 고동균;김수호;신창호;이영택;김정열;김종열
    • 한국연초학회지
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    • 제27권1호
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    • pp.75-82
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    • 2005
  • This work investigated biodegradability for the cellulose acetate, carbon dual, paper and web used to cigarette filter materials by soil test. Also, because of demanded a lot of the time and effort in case of soil test, the possibility of biodegradation by enzyme was studied. The evaluation of degradation for the filter materials by soil test was examined with the naked eye, electron microscopy and weight loss. The biodegradability according to the filter materials was represented in the order of paper > web > carbon dual > cellulose acetate without relating to the evaluation methods. Experiment of biodegradability by the cellulase(E C 3.2.1.4, Trichoderma viride) among the several biodegradability enzymes was demanded reaction time of the $5\~10$ hours and represented the same result with that of soil test.

Floating Bead Filter에 의한 순환여과식 양식장의 부유고형물 제거와 질산화 (Removal of Suspended Solids and Nitrification by Floating Bead Filter in Recirculating Aquaculture System)

  • 김병진;김성구;서근학
    • 한국수산과학회지
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    • 제36권2호
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    • pp.163-169
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    • 2003
  • The floating bead filter was tested for treatment of aquacultural water in a pilot-scale recirculating aquaculture system. Performance of floating bead filter on the removal of total suspended solids (TSS) and the treatment of nitrogen sourer such as total ammonia nitrogen (TAN), nitrite nitrogen and nitrate nitrogen were evaluated. The system was stocked with Nile tilapia at an initial rearing densities of $5\%\;and\;7\%$ over 30 days. The average TSS removal rates were $43.0\;g/m^2{\cdot}day\;and\;39.5\;g/m^2{\cdot}day$ for rearing density of $5\%\;and\;7\%$, respectively. As rearing density increased from $5\%\;to\;7\%$. the TAN removal efficiency decreased from $22.0\%\;to\;17.7\%$. At the rearing densities of $5\%\;and\;7\%$, the average TAN removal rates and removal efficiencies were $38.8\;g/m^2{\cdot}day,\;15.6\%\;and\;37.8\;g/m^2{\cdot}day.\;17.7\%,$ respectively. The average TAN removal rate was $37.8-38.8\;g/m^3{\cdot}day.$ The oxygen consumption by floating bead filter was higher than theoretical oxygen consumption rate by nitrification.

칼만 필터를 이용한 흉곽 임피던스법 기반의 호흡 신호 계측시스템 개발 (Development of Pneumography Impedance Based Respiration Measurement System Using Kalman Filter)

  • 남은혜;최창현;김용주;신동렬
    • Journal of Biosystems Engineering
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    • 제33권5호
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    • pp.326-332
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    • 2008
  • A respiration measurement system for vital signs was developed. Respiration signals were measured, processed, and analyzed. Four electrodes, attached on the surface of the skin, were used to monitor respiration signals by impedance pneumography. The measured signals were amplified, detrended, filtered, and transferred toan embedded module. The Kalman filter was used to remove motion artifact from the respiration signals. Experiments were conducted at stable condition and walking condition to evaluate the performance of the system. Respiration rates of five males and five females were measured and analyzed at each condition. The referenced respiration signal was determined by temperature of nose surroundings. The results showed that the respiration rates at the walking condition had more motion artifacts than the stable condition. The accuracies of the respiration measurement system with Kalman filter were found as 96% at the stable condition and 95% at the walking condition. The results showed that the Kalman filter was an effective tool to remove the motion artifact from the respiration signal.

Gabor Filter를 이용한 소실선 검출 기반의 깊이 지도 생성 기법 (Generation Method of Depth Map based on Vanishing Line using Gabor Filter)

  • 유태훈;이상훈
    • 한국융합학회논문지
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    • 제3권1호
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    • pp.13-17
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    • 2012
  • 본 논문에서는 기하학적 단서인 소실선과 텍스처를 이용하여 깊이 지도를 생성하는 방법을 제안한다. 소실선은 영상 내 존재하는 평행한 직선들에 의해 생성되는 것으로 영상에서 Gabor Filter를 통해 특정 각도의 경계를 추출하고 이를 허프 변환을 통해 직선을 추출하여 소실선을 검출해낸다. 검출된 소실선에 따라 초기 깊이 지도를 생성하고 텍스처 단서인 슈퍼 픽셀을 이용한 상대적 깊이 지도를 결합하여 최종 깊이 지도를 생성한다. 소실선을 이용한 초기 깊이지도와 슈퍼 픽셀을 이용한 상대적 깊이 지도를 결합함으로써 보다 신뢰성 있는 깊이 지도가 생성되었다.

Effective Trapping of Suspended Solids by Biofilter of Intensive Bioproduction Korean System

  • Kim, In-Bae;Jo, Jae-Yoon
    • 한국양식학회지
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    • 제21권3호
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    • pp.181-183
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    • 2008
  • It has been a very hard problem to reduce solids especially suspended solids (SS) in recirculating aquaculture systems. Present description is based on the performance of trapping SS by the biofilter of Intensive Bio-production Korean (IBK) system which is originally developed for nitrification. We found out that this filter has an excellent capability to remove SS in addition to nitrification. Filter element used here is corrugated plastic roofing plates readily available in the market, and cheaper than specially developed and patented products. It is easy to maintain the system, and requires low power consumption to operate for the treatment of a large amount of water. With 2 pumps of 5 hp each, about 500 $m^3$ of water is treated per hour. Flow speed in the filter was 2.6 mm/sec on average. This low flow speed and very large amount of water treated are the reasons for very effective trapping of fine SS. Upon single pass through this filter, 74.5% of total SS and 40% of non-settleable SS were removed. Wherever this filter is employed in recirculating fish farms water keeps high clarity, this having also been empirically ascertained.

근적외선 형광 이미징 영상 구현을 위한 다채널 필터 모듈 특성분석 연구 (A Study on Characteristics Analysis of Multichannel Filter Module for Near-infrared Fluorescence Imaging)

  • 최진수;조상욱;김두인;이학근;최학수;정명영
    • 마이크로전자및패키징학회지
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    • 제23권1호
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    • pp.29-34
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    • 2016
  • 본 연구에서는 생체 영상 이미징을 위한 다채널 필터 모듈 개발 및 특성 평가 연구를 수행하였다. 필터 모듈은 700 nm 및 800 nm 파장대의 근적외선 형광 이미징을 동시에 구현할 수 있도록 제작되었으며, 모듈의 특성 평가를 위해 magnification, exposure, gain의 변수에 따른 signal to back ground ratio (SBR)을 통한 대조영상 평가를 진행하였다. 또한 생체 영상 분석을 위해 신장 및 간의 광학적 특성이 동일한 생체 모사 조직인 phantom을 제작하여 두께에 따른 필터 모듈의 특성 및 광원의 주입량에 따른 특성 연구를 진행하였다. 제작된 필터 모듈은 magnification, exposure, gain의 변화에도 4이상의 SBR 차이를 보이며, kidney phantom 및 liver phantom의 경우 각각 50 mA, 60 mA의 광원 주입량에서 4이상의 SBR 대조 영상을 확인하였다.

임피던스 혈량측정법을 이용한 일반인의 다리 동맥 혈량 측정 (Measurement of Leg Arterial blood volume of Normal Subject Using Impedance Plethysmography)

  • 심영우;김수찬;노형욱;김덕원
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2008년도 학술대회 논문집 정보 및 제어부문
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    • pp.197-198
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    • 2008
  • 본 논문은 Impedance plethysmography를 이용하여 당뇨병 및 동맥경화의 비침습적이고 고통없는 조기 진단을 위한 시스템 구성의 초기 단계로, 하지 동맥의 기계적 특징인 혈량 변화를 비침습적으로 측정하였다. 혈량과 혈압의 변화는 각각 Impedance plethysmograph와 mercury spbygmomanometer를 이용하여 측정되는데 탄성도는 혈량 변화값을 맥압(수축기압)의 변화량으로 나누어 계산한다. 이 논문에서는 하지 동맥의 탄성도를 비침습적으로 측정하기 위한 전초 단계로서 하지 동맥에서의 임피던스 변화만을 측정하였다. 회로는 50kHz Wien bridge 발진 회로, demodulation, 50kHz band past filter, 0.1Hz high pass filter, 20Hz low pass filter와 증폭기로 구성하였고, 생체 신호 획득 및 처리 과정을 거쳐 임피던스 변화량을 관찰하였다.

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