• 제목/요약/키워드: series

검색결과 23,782건 처리시간 0.046초

Correlation analysis and time series analysis of Ground-water inflow rate into tunnel of Seoul subway system

  • 김성준;이강근;염병우
    • 한국지하수토양환경학회:학술대회논문집
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    • 한국지하수토양환경학회 2003년도 추계학술발표회
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    • pp.254-257
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    • 2003
  • Statistical analysis is performed to estimate the correlations between geological or geographical factor and groundwater inflow rates in the Seoul subway system. Correlation analysis shows that among several geological and geographical factors fractures and streams have most strong effects on inflow rate into tunnels. In particular, subway line 5∼8 are affected more by these factors than subway line 1∼4. Time series analysis is carried out to forecast groundwater inflow rate. Time series analysis is a useful empirical method for simulation and forecasts in case that physical model can not be applied to. The time series of groundwater inflow rates is calculated using the observation data. Transfer function-noise model is applied with the precipitation data as input variables. For time series analysis, statistical methods are performed to identify proper model and autoregressive-moving average models are applied to evaluation of inflow rate. Each model is identified to satisfy the lowest value of information criteria. Results show that the values by result equations are well fitted with the actual inflow rate values. The selected models could give a good explanation of inflow rates variation into subway tunnels.

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Development of Fault Detector for Series Arc Fault in Low Voltage DC Distribution System using Wavelet Singular Value Decomposition and State Diagram

  • Oh, Yun-Sik;Han, Joon;Gwon, Gi-Hyeon;Kim, Doo-Ung;Kim, Chul-Hwan
    • Journal of Electrical Engineering and Technology
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    • 제10권3호
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    • pp.766-776
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    • 2015
  • It is well known that series arc faults in Low Voltage DC (LVDC) distribution system occur at unintended points of discontinuity within an electrical circuit. These faults can make circuit breakers not respond timely due to low fault current. It, therefore, is needed to detect the series fault for protecting circuits from electrical fires. This paper proposes a novel scheme to detect the series arc fault using Wavelet Singular Value Decomposition (WSVD) and state diagram. In this paper, the fault detector developed is designed by using three criterion factors based on the RMS value of Singular value of Approximation (SA), Sum of the absolute value of Detail (SD), and state diagram. LVDC distribution system including AC/DC and DC/DC converter is modeled to verify the proposed scheme using ElectroMagnetic Transient Program (EMTP) software. EMTP/MODELS is also utilized to implement the series arc model and WSVD. Simulation results according to various conditions clearly show the effectiveness of the proposed scheme.

Simplified Control Scheme of Unified Power Quality Conditioner based on Three-phase Three-level (NPC) inverter to Mitigate Current Source Harmonics and Compensate All Voltage Disturbances

  • Salim, Chennai;Toufik, Benchouia Mohamed
    • Journal of Electrical Engineering and Technology
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    • 제8권3호
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    • pp.544-558
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    • 2013
  • This paper proposes a simplified and efficient control scheme for Unified Power Quality Conditioner (UPQC) based on three-level (NPC) inverter capable to mitigate source current harmonics and compensate all voltage disturbances perturbations such us, voltage sags, swells, unbalances and harmonics. The UPQC is designed by the integration of series and shunt active filters (AFs) sharing a common dc bus capacitor. The dc voltage is maintained constant using proportional integral voltage controller. The shunt and series AF are designed using a three-phase three-level (NPC) inverter. The synchronous reference frame (SRF) theory is used to get the reference signals for shunt and the power reactive theory (PQ) for a series APFs. The reference signals for the shunt and series APF are derived from the control algorithm and sensed signals are injected in tow controllers to generate switching signals for series and shunt APFs. The performance of proposed UPQC system is evaluated in terms of power factor correction and mitigation of voltage, current harmonics and all voltage disturbances compensation in three-phase, three-wire power system using MATLAB-Simulink software and SimPowerSystem Toolbox. The simulation results demonstrate that the proposed UPQC system can improve the power quality at the common connection point of the non-linear load.

3차권선이 추가된 직렬연결형 초전도한류기의 전류제한 및 회복 특성 향상 (Improvement of Current Limiting and Recovery Characteristics in Series Connection Type SFCL with Added Third Winding)

  • 고석철;한태희;임성훈
    • 조명전기설비학회논문지
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    • 제28권8호
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    • pp.62-68
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    • 2014
  • The series connection type superconducting fault current limiter (SFCL) with added third winding, which was magnetically coupled in one iron core, was proposed. The proposed SFCL was expected to be more improved by just adding third winding into the conventional series connection type SFCL with two coils. To analyze the contribution of the third winding for the current limiting and the recovery characteristics of the SFCL, the short-circuit tests for the series connection type SFCL with the added third winding were performed together with the analysis on its electrical equivalent circuit. From the comparative analysis on the amplitude of the limited fault current and the power burden of the high-TC superconducting (HTSC) element comprising this SFCL, the improved current limiting and recovery characteristics of the series connection type SFCL using the third winding could be confirmed.

가변 위상변위 스위칭방식을 적용한 연료전지용 변압기 직렬형 DC/DC 컨버터 (Series Connected DC/DC Converter for Fuel Cell System using Variable Phase Shift Switching Method)

  • 박노식;권순재;박성준
    • 전력전자학회논문지
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    • 제13권6호
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    • pp.461-468
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    • 2008
  • 본 논문에서는 연료전지용 전력변환 장치에서 높은 승압비를 구현하기 위하여 절연형 풀브릿지 컨버터의 고주파 변압기 2차측을 직렬로 연결한 새로운 DC/DC 컨버터와 이에 적합한 가변 위상변위 스위칭 방식을 제안하였다. 제안된 컨버터는 기존 방식에 비해 정류부와 필터부의 일원화가 가능한 구조로 출력레벨의 증가를 위해 컨버터의 수를 증가 하더라도, 수동소자의 수를 대폭 줄일 수 있다. 제안된 직렬 방식의 컨버터의 출력전압은 기존의 일정위상변위 스위칭 방식으로는 극성이 반대로 되는 구간이 발생하므로, 제안된 전력변환기에 적합한 간단한 가변 위상 변위 스위칭 방식을 적용함으로써, 출력전압의 감소문제를 해결하였으며, 시뮬레이션과 실험을 통하여 제안된 방식의 타당성을 검증하였다.

패널 중선형 시계열 모형의 동질성 검정 (Test of Homogeneity for Panel Bilinear Time Series Model)

  • 이신형;김선우;이성덕
    • 응용통계연구
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    • 제26권3호
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    • pp.521-529
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    • 2013
  • 패널 시계열자료 분석에서 모수축약의 원칙에 충실하기 위해서 동질성 검정을 수행한다. 본 논문에서는 독립적인 중선형 시계열 패널 자료의 동질성 검정을 수행하기 위하여 먼저 중선형 시계열 모형의 정상성 조건을 구하고 최우추정량과 동질성 검정통계량과 극한 분포를 이끌어내며, 실증분석으로 우리나라 8도의 Mumps 패널자료를 이용해 8개 지역의 발병 추이에 대한 동질성 검정을 수행한다.

Spatial extrapolation of pressure time series on low buildings using proper orthogonal decomposition

  • Chen, Yingzhao;Kopp, Gregory A.;Surry, David
    • Wind and Structures
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    • 제7권6호
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    • pp.373-392
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    • 2004
  • This paper presents a methodology for spatial extrapolation of wind-induced pressure time series from a corner bay to roof locations on a low building away from the corner through the application of proper orthogonal decomposition (POD). The approach is based on the concept that pressure time series in the far field can be approximated as a linear combination of a series of modes and principal coordinates, where the modes are extracted from the full roof pressure field of an aerodynamically similar building and the principal coordinates are calculated from data at the leading corner bay only. The reliability of the extrapolation for uplift time series in nine bays for a cornering wind direction was examined. It is shown that POD can extrapolate reasonably accurately to bays near the leading corner, given the first three modes, but the extrapolation degrades further from the corner bay as the spatial correlations decrease.

오디오 특징계수를 이용한 시계열 패턴 인덱스 화일의 뮤지션 검색 기법 (Musician Search in Time-Series Pattern Index Files using Features of Audio)

  • 김영인
    • 한국컴퓨터정보학회논문지
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    • 제11권5호
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    • pp.69-74
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    • 2006
  • 최근 멀티미디어 내용기반 검색 기술의 발달로 음악 정보 검색 기술 중 하나인 오디오 특징을 이용한 뮤지션 검색에 대한 관심이 증대되고 있다. 그러나 이와 관련한 음악 데이타베이스의 인덱싱 기법에 대한 연구는 부족한 실정이다. 본 논문에서는 시계열 패턴 인덱스 화일의 공간 분할 방법을 이용하여 오디오 특징 데이터를 사용한 뮤지션 검색 기법을 제시한다. 뮤지션 탐색을 위하여 오디오의 특징을 사용하며, 유사한 후보 뮤지션의 곡을 탐색하기 위한 인덱싱 기법으로 시계열 패턴 인덱스 화일을 사용한다. 실험 결과, 윤번 공간 분할 방법을 사용한 시계열 패턴 인덱스 화일이 뮤지션 검색에 있어서 효율적임을 보였다.

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Identification Using Orthonormal Functions

  • Bae, Chul-Min;Wada, Kiyoshi;Imai, Jun
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1998년도 제13차 학술회의논문집
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    • pp.285-288
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    • 1998
  • A least-squares identification method is studied that estimates a finite number of coefficients in the series expansion of a transfer function, where the expansion is in terms of recently introduced generalized basis functions, We will expand and generalize the orthogonal functions as basis functions for dynamical system representations. To this end, use is made of balanced realizations as inner transfer functions. The orthogonal functions can be considered as generalizations of, for example, the pulse functions, Laguerre functions, and Kautz functions, and give rise to an alternative series expansion of rational transfer functions. We show that the Laplace transform of the expansion for some sets$\Psi_{\kappa}(Z)$ is equivalent to a series expansion . Techniques based on this result are presented for obtaining the coefficients $c_{n}$ as those of a series. One of their important properties is that, if chosen properly, they can substantially increase the speed of convergence of the series expansion. This leads to accurate approximate models with only a few coefficients to be estimated. The set of Kautz functions is discussed in detail and, using the power-series equivalence, the truncation error is obtained.

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Reconstruction of gusty wind speed time series from autonomous data logger records

  • Amezcua, Javier;Munoz, Raul;Probst, Oliver
    • Wind and Structures
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    • 제14권4호
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    • pp.337-357
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    • 2011
  • The collection of wind speed time series by means of digital data loggers occurs in many domains, including civil engineering, environmental sciences and wind turbine technology. Since averaging intervals are often significantly larger than typical system time scales, the information lost has to be recovered in order to reconstruct the true dynamics of the system. In the present work we present a simple algorithm capable of generating a real-time wind speed time series from data logger records containing the average, maximum, and minimum values of the wind speed in a fixed interval, as well as the standard deviation. The signal is generated from a generalized random Fourier series. The spectrum can be matched to any desired theoretical or measured frequency distribution. Extreme values are specified through a postprocessing step based on the concept of constrained simulation. Applications of the algorithm to 10-min wind speed records logged at a test site at 60 m height above the ground show that the recorded 10-min values can be reproduced by the simulated time series to a high degree of accuracy.