• 제목/요약/키워드: Total Least Square Method

검색결과 110건 처리시간 0.019초

Nondestructive Determination of Humic Acids in Soils by Near Infrared Reflectance Spectroscopy

  • Seo, Sang-Hyun;Park, Woo-Churl;Cho, Rae-Kwang;Xiaori Han
    • Near Infrared Analysis
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    • 제1권1호
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    • pp.31-35
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    • 2000
  • Near-infrared reflectance spectroscopy(NIRS) was used to determine the humic acids in soil samples from the fields of different crops and land-use over Youngnam and Honam regions in Korea. An InfraAlyzer 500 scanning spectrophotometer was obtained near infrared relectance spectra of soil at 2-nm intervals from 1100 to 2500nm. Multiple linear regression(MLR) or partial least square regression (PLSR) was used to evaluate a NIRS method for the rapid and nondestructive determination of humic acid, fulvic acid and its total contents in soils. The raw spectral data(log 1/R) can be used for estimating humic acid, fulvic acid and its total contents in soil by MLR procedure between the content of a given constituent and the spectral response of several bands. In which the predicted results for fulvic acid is the best in the constituents. The new spectral data are converted from the raw spectra by PLSR method such as the first derivative of each spectrum can also be used to predict humic acid and fulvic acid of the soil samples. A low SEC, SEP and a high coefficient of correlation in the calibration and validation stages enable selection of the best manipulation. But a simple calibration and prediction method for determining humic acid and fulvic acid should be selected under similar accuracy and precision of prediction. NIRS technique may be an effective method for rapid and nondestructive determination for humic acid, fulvic acid and its total contents in soils.

격막 설치에 따른 비선형 슬로싱 특성 연구 (Characteristic Analysis of Nonlinear Sloshing in Baffled Tank)

  • 이홍우;조진래
    • 대한기계학회논문집A
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    • 제29권11호
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    • pp.1455-1462
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    • 2005
  • In this paper, we intend to introduce a nonlinear finite element method based on the fully nonlinear potential flow theory in order to simulate the large amplitude sloshing flow in two-dimensional baffled tank subject to horizontally forced excitation. The free surface is tracked by a direct time differentiation scheme with the four-step predictor-corrector time integration method. The flow velocity is accurately recovered from the velocity potential by second-order least square method. In order to maintain the finite element mesh regularity and total mass, the semi-Lagrangian surface tracking method with area conservation is applied. According to the numerical formulae, we perform the parametric experiments by varying the installation height and the opening width of baffles, in order to examine the effects of baffle on the nonlinear liquid sloshing. From the numerical results, the hydrodynamic characteristics of the large amplitude sloshing are investigated.

근적외 토앙분석기를 이용한 토양의 이화학적 성질분석 (Use of NIR Soil Analyzer for Measuring Chemical Properties of Field Soil)

  • 유관식;조래광;박우철;김복진
    • 한국토양비료학회지
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    • 제34권4호
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    • pp.278-283
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    • 2001
  • 근적외 이용 토양분석기에 의한 토양수분, 유기물, 전질소 측정과 그 외 토양의 여러 가지 이화학 성분에 대한 측정결과를 검토하였다. 토양시료를 몰탈로 갈아서 토양입자를 0.2mm의 체를 통과시킨 140점의 토양시료를 85점은 근적외 토양분석기의 표준곡선을 작성하고 나머지 55점의 토양시료는 표준곡선을 이용하여 추정한 토양의 이화학성 중에서 토양수분, 토양 pH, 유기물, 전질소 CEC, 치환성 Ca, Mg, K 및 유효규산함량은 근적외 토양분석기로 동시에 추정할 수 있어 시비처방을 위한 토양의 비옥도를 판정하는데 유용하게 이용할 수 있을것으로 생각된다.

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주파수 전달함수 합성법에 의한 모델축소 및 PID 제어기 설계 (A Model Reduction and PID Controller Design Via Frequency Transfer Function Synthesis)

  • 김주식;곽명신;김종근;전병석;정수현
    • 전기학회논문지P
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    • 제54권1호
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    • pp.34-40
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    • 2005
  • This paper presents a frequency transfer function synthesis for simplifying a high-order model with time delay to a low-order model. A model reduction is based on minimizing the error function weighted by the numerator polynomial of reduced systems. The proposed method provides better low frequency fit and a computer aided algorithm. And in this paper, we present a design method of PID controller for achieving the desired specifications via the reduced model. The proposed method identifies the parameter vector of PID controller from a linear system that develops from rearranging the two dimensional input matrices and output vectors obtained from the frequency bounds.

반응면 기법을 이용한 항공기 날개 스파 단면적의 최적화 연구 (Aircraft Wing Spar Cross-section Area Optimization with Response Surface Method)

  • 박찬우
    • 한국정밀공학회지
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    • 제19권4호
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    • pp.109-116
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    • 2002
  • The solution of the aircraft wing spar cross-section area optimization problem is obtained by the response surface method. The object function of the problem is wing total weight, design variables are spar cross-section areas, constraints are the conditions that the stresses at the each spar is less than the allowable stress. D-Optimal condition is utilized to obtain the experimental points to construct the response surfaces. D-Optimal experimental points are obtained by the commercial software "Deign-Expert". Response values for the object function and constraints for each experimental point are calculated by the NASTRAN. Response surfaces for object function and constraints are approximated from the response values by the least square method. The optimization solution is obtained by the DOT for the response surfaces of object function and constraints. The optimization results obtained from the response surface are compared with the results obtained by the NASTRAN SOL200.

Weight Reduction Method for Outlier in Survey Sampling

  • Kim Jin
    • Communications for Statistical Applications and Methods
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    • 제13권1호
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    • pp.19-27
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    • 2006
  • Outliers in survey are a perennial problem for applied survey statisticians to estimate the total or mean of population. The influence of outliers is more increasing as they have large weights in survey sampling. Many techniques have been studied to lower the impact of outliers on sample survey estimates. Outliers can be downweighted by winsorization or reducing the weight of outliers. The weight reduction is more reasonable than replacing one outlier by one value of non-outliers, because it has at least one unit. In this paper, we suggest the square root transformation of weight as the weight reduction method. We show this method is efficient with real data, and it's also easy to apply in practical affairs.

Improving Accuracy of Soil Property Measurements by NIR Spectroscopy

  • Ryu, Kwan Shig;Cho, Rae Kwang;Park, Woo Churl;Kim, Bok Jin
    • Journal of Applied Biological Chemistry
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    • 제44권4호
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    • pp.177-179
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    • 2001
  • Traditional wet chemical methods for testing of soil properties require extensive time and labor, and cause the discharge of pollutants, making them undesirable for routine soil analyses. This research was conducted to improve the accuracy of soil properties in soil fertility assessments. A total of 140 finely ground soil samples were used to obtain accurate calibrations and validation for estimating soil moisture, OM, and T-N. Finely ground soil samples satisfied the improved accuracy for routine NIR measuring of the field soils. The results indicated that NIR spectroscopy could be used as a routine method for quantitatively determining OM, moisture, and T-N of field soil, although this technique requires many combinations of sample pretreatments and data manipulations to obtain optimal predictions.

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복합측지망의 조합에 따른 수평위치의 정확도 비교 (Accuracy Comparison of horizontal position by combination of the geodetic networks.)

  • 강준묵;박인해;이용창
    • 한국측량학회지
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    • 제9권1호
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    • pp.27-35
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    • 1991
  • 각과 거리를 동시관측할 수 있는 Total station과 3차원 위성 측량 시스템인 GPS는 대형 측지망의 재조정 및 설정을 위해 최근 이의 활용이 크게 기대되고 있다. 본 연구는 동시에 관측한 각과 거리의 과대오차를 검출하고 측지망 간의 다양한 결합조정에 따른 오차의 특성을 고찰함으로서 대형 측지망 조합에의 적용 가능성을 제시한 것이다. 연구 결과, 본 기법은 단기간내 높은 정확도로 측지망을 조합 조정할 수 있었으므로 크고 작은 건설공사는 물론 범 국가적인 측지망의 구성에 이용될 수 있을 것으로 기대된다.

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단파효과를 고려한 단기전력 부하예측 (Short-term Electric Load Prediction Considering Temperature Effect)

  • 박영문;박준호
    • 대한전기학회논문지
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    • 제35권5호
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    • pp.193-198
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    • 1986
  • In this paper, 1-168 hours ahead load prediction algorithm is developed for power system economic weekly operation. Total load is composed of three components, which are base load, week load and weather-sensitive load. Base load and week load are predicted by moving average and exponential smoothing method, respectively. The days of moving average and smoothing constant are optimally determined. Weather-sensitive load is modeled by linear form. The paramiters of weather load model are estimated by exponentially weighted recursive least square method. The load prediction of special day is very tedious, difficult and remains many problems which should be improved. Test results are given for the day of different types using the actual load data of KEPCO.

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최소자승법에 의한 ABS(Antilock Braking System)의 모델링 및 파라미터 평가 (Modeling and Parameter estimation of Antilock Braking System)

  • 송창섭;노형우
    • 한국정밀공학회지
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    • 제19권4호
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    • pp.87-92
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    • 2002
  • By using the signal error test, model structure of total antilock braking system consisting of electromagnetic system and hydraulic system is determined as 9th order system. For determining parameters of the ABS, using time discrete model of parametric method, parameters in time discrete model are searched by least square method. By bilinear transform, we have found the model of ABS in s domain. Afterward, experimental output data is compared with simulated output data by MATLAB haying identified parameter. As the result, experimental data is agreed with simulated data very well.