• 제목/요약/키워드: Direct estimation method

검색결과 452건 처리시간 0.031초

가속도 측정신호를 이용한 냉장고 홴의 진동원과 방사소음의 예측 (Estimation of Vibration Source and Sound Radiation of a Refrigerator Fan by using Measured Acceleration Signals)

  • 정병규;정의봉
    • 한국소음진동공학회논문집
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    • 제21권9호
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    • pp.834-841
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    • 2011
  • Obtaining the real exciting force is important for the analysis of structural vibration or sound radiation to represent the actual condition. But in most cases, it is so difficult to get the actual force signals by direct measurement using sensors due to complex geometry. This paper suggests advanced source identification method which can be applied to the prediction of radiated noise considering correlations between measured signals. This method was implemented to the identification of the fan force in the refrigerator. The analysis of structural vibration and radiated noise caused by the fan force was also performed. The comparison between predicted SPL and measured SPL of the radiated noise by the refrigerator fan showed good agreement.

수질 영향평가 신뢰수준 향상을 위한 낙동강 유역 미관측 지점에서의 일사량 추정: 수정형 Angstrom모형과 투과율모형의 비교 (Estimation of Daily Solar Radiation at the Missing Point for Water Quality Impact Assessment in Nakdong River Watershed: Comparison of Modified Angstrom Model and Transmittance interpolation Model)

  • 이길하
    • 환경영향평가
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    • 제21권1호
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    • pp.219-227
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    • 2012
  • Daily solar radiation is essential for water resources planning and environmental impact assessment. However, radiation data is not commonly available in Korea other than in big cities, and there has been no direct measurement for rural areas where water resources planning and environmental impact assessment is usually most needed. In general, missing radiation data is estimated from nearby regional stations within a certain distance, and this study compared two dominant methods (modified Angstrom equation and transmittance interpolation method) at six stations in Nakdong River watershed area. Two methods shows a similar level of accuracy but the transmittance interpolation method is likely to be superior in that there is no need for any measurement element since the modified Angstrom equation require the sunshine hour measurement. This study will contribute to improve water resource and water quality management in Nakdong River watershed.

단면 형상 측정을 이용한 비구면 안경 렌즈의 최적 근사화된 설계 계수의 추정 방법 (Estimation Method of the Best-Approximated Form Factor Using the Profile Measurement of the Aspherical Ophthalmic Lens)

  • 이호철
    • 한국정밀공학회지
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    • 제22권5호
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    • pp.55-62
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    • 2005
  • This paper presents mainly a procedure to get the mathematical form of the manufactured aspherical lens. Generally Schulz formula describes the aspherical lens profile. Therefore, the base curvature, conic constant. and high-order polynomial coefficient should be set to get the approximated design equation. To find the best-approximated aspherical form, lens profile is measured by a commercial stylus profiler, which has a sub-micrometer measurement resolution. The optimization tool is based on the minimization of the root mean square of error sum to get the estimated aspherical surface equation from the scanned aspherical profile. Error minimization step uses the Nelder-Mead simplex (direct search) method. The result of the lens refractive power measurement shows the experimental consistency with the curvature distribution of the best-approximated aspherical surface equation

Absorptive Capacity Effects of Foreign Direct Investment in Selected Asian Economies

  • ROY, Samrat
    • The Journal of Asian Finance, Economics and Business
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    • 제8권11호
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    • pp.31-39
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    • 2021
  • This study empirically examines the proposition that the domestic fundamentals of a nation can emerge as absorptive capacity factors to reap the benefits of inward FDI. The study is contextualized in Asia, set from1982 to 2017, and data is grouped into low-income and lower-middle-income economies, in comparison to high-income and upper-middle-income economies, catering to different geographical regions within Asia. The investigation is based on a series of absorptive capacity factors such as infrastructure, human capital, domestic credit, and health indicator. The methodological analysis is premised on dynamic panel structure and employs the Generalized Method of Moments (GMM) estimation technique. The empirical findings suggest that that the infrastructure variable appears to be the major absorptive capacity factor for both groups of countries. The health indicator, on the other hand, can help reap the benefits of inward FDI, but only if the threshold level is met. The selected economies must achieve this threshold level to reap the benefits of FDI. To absorb the benefits of inward FDI, countries must be proactive in providing sound infrastructure and implementing proper healthcare measures.

지하수위 시계열 예측 모델 기반 하천수위 영향 필터링 기법 개발 및 지하수 함양률 산정 연구 (A Method to Filter Out the Effect of River Stage Fluctuations using Time Series Model for Forecasting Groundwater Level and its Application to Groundwater Recharge Estimation)

  • 윤희성;박은규;김규범;하규철;윤필선;이승현
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제20권3호
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    • pp.74-82
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    • 2015
  • A method to filter out the effect of river stage fluctuations on groundwater level was designed using an artificial neural network-based time series model of groundwater level prediction. The designed method was applied to daily groundwater level data near the Gangjeong-Koryeong Barrage in the Nakdong river. Direct prediction time series models were successfully developed for both cases of before and after the barrage construction using past measurement data of rainfall, river stage, and groundwater level as inputs. The correlation coefficient values between observed and predicted data were over 0.97. Using the time series models the effect of river stage on groundwater level data was filtered out by setting a constant value for river stage inputs. The filtered data were applied to the hybrid water table fluctuation method in order to estimate the groundwater recharge. The calculated ratios of groundwater recharge to precipitation before and after the barrage construction were 11.0% and 4.3%, respectively. It is expected that the proposed method can be a useful tool for groundwater level prediction and recharge estimation in the riverside area.

MULTIPLE LINEAR REGRESSION APPROACH FOR PRODUCTIVITY ESTIMATION OF BULLDOZERS

  • Abbas Rashidi;Hoda Rashidi Nejad;Amir H. Behzadan
    • 국제학술발표논문집
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    • The 3th International Conference on Construction Engineering and Project Management
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    • pp.1140-1147
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    • 2009
  • Productivity measurement of construction machinery is a significant issue faced by many contractors especially those involved in earthwork projects. Traditionally, equipment production rate has been estimated using data available in manufacturers' catalogues, results of previous construction projects, or personal experience and assessments of the site personnel. Actual production rates obtained after the completion of a project demonstrate the fact that most of these methods fail to provide accurate results and as a direct consequence, may lead to unrealistic project cost estimations prepared by the contractors. What makes this more critical is that in most cases, inadequate cost estimations lead the entire project to exceed the initial budget or fall behind the schedule. In this paper, a linear regression method to estimate bulldozer productivity is introduced. This method has been developed using SPSS-16 software package. The presented method is used to estimate the productivity of Komatsu D-155A1 series which is commonly used in many earthmoving operations in Iran. The data required for the numerical analysis has been collected from actual site observation and productivity measurement of 60 pieces of D-155A1 series currently being used in several earthmoving projects in Iran. Comparative analysis of the output data of the presented regression method and the existing productivity tables provided by the manufacturer shows that when compared to the actual productivity data collected on the jobsite, a significant increase in accuracy and a remarkable reduction of data variance can be achieved by using the presented regression method.

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Non-Gaussian time-dependent statistics of wind pressure processes on a roof structure

  • Huang, M.F.;Huang, Song;Feng, He;Lou, Wenjuan
    • Wind and Structures
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    • 제23권4호
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    • pp.275-300
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    • 2016
  • Synchronous multi-pressure measurements were carried out with relatively long time duration for a double-layer reticulated shell roof model in the atmospheric boundary layer wind tunnel. Since the long roof is open at two ends for the storage of coal piles, three different testing cases were considered as the empty roof without coal piles (Case A), half coal piles inside (Case B) and full coal piles inside (Case C). Based on the wind tunnel test results, non-Gaussian time-dependent statistics of net wind pressure on the shell roof were quantified in terms of skewness and kurtosis. It was found that the direct statistical estimation of high-order moments and peak factors is quite sensitive to the duration of wind pressure time-history data. The maximum value of COVs (Coefficients of variations) of high-order moments is up to 1.05 for several measured pressure processes. The Mixture distribution models are proposed for better modeling the distribution of a parent pressure process. With the aid of mixture parent distribution models, the existing translated-peak-process (TPP) method has been revised and improved in the estimation of non-Gaussian peak factors. Finally, non-Gaussian peak factors of wind pressure, particularly for those observed hardening pressure process, were calculated by employing various state-of-the-art methods and compared to the direct statistical analysis of the measured long-duration wind pressure data. The estimated non-Gaussian peak factors for a hardening pressure process at the leading edge of the roof were varying from 3.6229, 3.3693 to 3.3416 corresponding to three different cases of A, B and C.

DS-CDMA 역방향 링크에서 호수락 제어를 위한 호 절단률 추정에 관한 연구 (A Study on the Estimation of the Call Drop Rate for Call Admission Control in DS-CDMA Reverse Link)

  • 백진현;박용완
    • 한국통신학회논문지
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    • 제26권12B호
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    • pp.1677-1685
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    • 2001
  • 본 논문에서 역방향 DS-CDMA(Direct Sequence-Code Division Multiple Access)에서 요구하는 QoS(Quality of Services)를 보장하기 위한 호 수락 제어를 제안한다 물리적 채널수에 의한 방법과 MODEM (modulator/ demodulator)부분으로부터 수신된 신호의 품질에 기반한 방법이 이미 연구되어졌다. 다른 방법으로, BTS(Base Transceiver Station)에서 수신된 파워 레벨을 사용한 방법과 사용자들의 위치를 통계적으로 분석한 방법으로 그 기준을 정하기도 한다. 이러한 방법들은 시스템의 과부하를 가져올 뿐만 아니라 시간 지연 또는 실제 환경에 적용하는데 큰 어려움이 있다. 이러한 문제를 풀기 위해, 실시간으로 BTS부분의 LNA(Low Noise Amplifier)에서 측정한 값을 기반으로 호 수락 제어를 목적으로 호 절단 추정을 제안한다. 본 논문에서 이러한 방법의 제안은 실시간에서 제공하는 서비스의 품질을 추정하고, 시스템의 부하를 줄이며, 짧은 시간지연을 가질 수 있다. 그러나 BTS에서 호 절단 률을 측정하고 수신 신호의 전력을 측정하기 위해 BTS에서 하드웨어 복잡성이 더해진다.

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수위-유량 관계곡선을 이용한 수막재배용 지하수 사용량 추정 (Estimation of Groundwater Usage for Water Curtain Cultivation using a Rating Curve)

  • 이봉주;김용철;조병욱;윤욱;하규철;이병대;문상호;윤필선;김성윤
    • 지질공학
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    • 제25권1호
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    • pp.35-43
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    • 2015
  • 수위-유량 관계곡선을 이용한 동절기 수막재배기간의 지하수 사용량 추정 방법을 제시하고, 이를 논산 왕전리 수막재배 지역에 현장 적용하였다. 연구지역의 동절기 수막재배 기간의 농수로수의 구성성분은 주로 지하수와 강우의 직접 유출 성분으로 구성된다. 농수로 수위를 관측하고, 강우에 의한 농수로 수위 상승분을 수위 관측 자료로 부터 제거시키기 위해 기저유출분리법을 적용하였다. 강우에 의한 수위 상승분이 제거된 농수로 수위자료에 수위-유랑 관계를 적용하여 연구지역의 수막재배용 지하수 배출량을 산출하였다. 왕전리 지역의 수막재배용 지하수 사용량은 평균 10,900 m3/d, 420 m3/d/ha인 것으로 추정되었다. 추정 지하수 사용량(420 m3/d/ha)과 전국의 수막재배면적(10,746 ha), 그리고 연간 수막재 배일수(120 days/year)을 기준한 전국 규모의 수막재배용 지하수 사용량은 5억 4천만 m3에 이른다. 이는 농업용 지하수 연간 사용량(약 17 억 m3)의 약 32%에 달한다.

Augmented Feature Point Initialization Method for Vision/Lidar Aided 6-DoF Bearing-Only Inertial SLAM

  • Yun, Sukchang;Lee, Byoungjin;Kim, Yeon-Jo;Lee, Young Jae;Sung, Sangkyung
    • Journal of Electrical Engineering and Technology
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    • 제11권6호
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    • pp.1846-1856
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    • 2016
  • This study proposes a novel feature point initialization method in order to improve the accuracy of feature point positions by fusing a vision sensor and a lidar. The initialization is a process that determines three dimensional positions of feature points through two dimensional image data, which has a direct influence on performance of a 6-DoF bearing-only SLAM. Prior to the initialization, an extrinsic calibration method which estimates rotational and translational relationships between a vision sensor and lidar using multiple calibration tools was employed, then the feature point initialization method based on the estimated extrinsic calibration parameters was presented. In this process, in order to improve performance of the accuracy of the initialized feature points, an iterative automatic scaling parameter tuning technique was presented. The validity of the proposed feature point initialization method was verified in a 6-DoF bearing-only SLAM framework through an indoor and outdoor tests that compare estimation performance with the previous initialization method.