• 제목/요약/키워드: Time series analysis technique

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Using integrated displacement method to time-history analysis of steel frames with nonlinear flexible connections

  • Hadianfard, M.A.
    • Structural Engineering and Mechanics
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    • 제41권5호
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    • pp.675-689
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    • 2012
  • Most connections of steel structures exhibit flexible behaviour under cyclic loading. The flexible connections can be assumed as nonlinear rotational springs attached to the ends of each beam. The nonlinear behaviour of the connections can be considered by suitable moment-rotation relationship. Time-history analysis by direct integration method can be used as a powerful technique to determine the nonlinear dynamic response of the structure. In conventional numerical integration, the response is evaluated for a series of short time increments. The limitations on the size of time intervals can be removed by using Chen and Robinson improved time history analysis method, in which the integrated displacements are used as the new variables in integrated equation of motion. The proposed method permits longer time intervals and reduces the computational works. In this paper the nonlinearity behaviour of the structure is summarized on the connections, and the step by step improved time-history analysis is used to calculate the dynamic response of the structure. Several numerical calculations which indicate the applicability and advantages of the proposed methodology are presented. These calculations illustrate the importance of the effect of the nonlinear behaviour of the flexible connections in the calculation of the dynamic response of steel frames.

부구조화 기반 전역-부분 근사화 구조재해석에 의한 구조최적화 (Structural Optimization by Global-Local Approximations Structural Reanalysis based on Substructuring)

  • 김태봉;서상구;김창운
    • 한국안전학회지
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    • 제12권3호
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    • pp.120-131
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    • 1997
  • This paper presents an approximate reanalysis methods of structures based on substructuring for an effective optimization of large-scale structural systems. In most optimal design procedures the analysis of the structure must be repeated many times. In particular, one of the main obstacles in the optimization of structural systems are involved high computational cost and expended long time in the optimization of large-scale structures. The purpose of this paper is to evaluate efficiently the structural behavior of new designs using information from previous ones, without solving basic equations for successive modification in the optimal design. The proposed reanalysis procedure is combined Taylor series expansions which is a local approximation and reduced basis method which is a global approximation based on substructuring. This technique is to choose each of the terms of Taylor series expansions as the basis vector of reduced basis method in substructuring system which is one of the most effective analysis of large -scale structures. Several numerical examples illustrate the effectiveness of the solution process.

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동하중을 받는 복합재료 원통셸의 동적거동 해석 (On the Dynamic Response of Laminated Circular Cylindrical Shells under Dynamic Loads)

  • 이영신;이기두
    • 대한기계학회논문집
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    • 제17권11호
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    • pp.2684-2693
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    • 1993
  • The free vibration and dynamic response of cross-ply for CFRP and GFRP laminated circular cylindrical shells under dynamic loadings are investigated by using the first-order shear deformation shell theory. The modal analysis technique is used to develop the analytical solutions of simply supported cylindrical shells under dynamic load. The analysis is based on an expansion of the loads, displacements and rotations in a double Fourier series which satisfies the and boundary conditions of simply support. Analytical solution is assumed to be separable into a function of time and a function of position. In this paper, the considered load forces are step pulse, sine pulse, triangular(1, 2, 3) pulse and exponential pulse. The solution for a given loading pulse can be found by involving the convolution integral. The results show that the dynamic response are governed primarily by the natural period of the structure.

시간-주파수 영역에서의 연성 충격 스펙트럼 분석을 통한 하드디스크 드라이브의 충격진동 제어 (현장개발사례: SAMSUNG HDD 'SPINPOINT V40/P40 SERIES') (Shock Vibration Control of Hard-Disk Drive Using Coupled Shock Spectrum Analysis in Time-Frequency Domain)

  • 한윤식;강성우;오동호;황태연;손영
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2001년도 춘계학술대회논문집
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    • pp.1111-1116
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    • 2001
  • A transient T-F(time-frequency) signal processing technique is applied to a tilt drop and a linear shock test rigs for identification of shock characteristics of hard disk drive (HDD). The T-F technique essentially tracks the shock characteristics of pivot point response as well as head slap and lift-off phenomena. From the T-F analysis result, the shock characteristic in HDD is modeled by the two degree of freedom coupled-dynamic system, which consists of actuator arm and suspension. As shock designing tool, the maximax shock response spectrum is employed for prediction of shock performance. Finally, the shock control technique is tested with newly designed actuator arm and suspension. Experimental head slap test result shows that the shock performance is much higher with the new shockproof designed model than the current model

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SAR 위성 영상을 이용한 도심지 지반 침하 모니터링 연구 (Ground Settlement Monitoring using SAR Satellite Images)

  • 유충식
    • 한국지반신소재학회논문집
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    • 제21권4호
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    • pp.55-67
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    • 2022
  • 본 본문에서는 합성개구레이더(synthetic aperture radar) 위성 영상 이미지 분석을 통해 지표 침하를 측정하는 기술, 즉 합성개구레이다 간섭기법(InSAR, interferometric synthetic aperture radar)의 기본 이론 및 도심지 지표 변위 측정에 대한 적용성 검토 연구 내용을 다루었다. 먼저 InSAR 기법에 대한 기본 이론과 함께 기존 연구 동향을 제시하였으며 아울러 다중시기 SAR 영상을 이용한 시계열 분석 기법 중 SBAS-InSAR(SBAS-InSAR, Small Baseline Subset Interferometric SAR) 및 PS(Persistent Scatterers)-InSAR 기법을 연구 대상 지역에 적용하고 2014년~2021년 사이에 발생한 지역적 지반 침하를 평가하여 InSAR 기법의 도심지 지반 침하 모니터링에 구체적인 적용 가능성 여부를 평가하였다. 검토 결과 InSAR 기법은 연구대상 지역에서 발생한 시계열 침하 및 광역대 침하발생 경향을 현실적으로 모니터링할 수 있는 것으로 검토되었다. 아울러 SAR 영상을 이용한 시계열 간섭기법은 SAR 위성이 지구를 공전하면서 일정한 시간간격으로 한반도의 영상을 제공하므로 장기간에 걸쳐 발생하는 지반침하 모니터링에 효율적으로 적용할 수 있는 것으로 검토되었다. 향후 재방문 주기가 짧은 SAR 위성에서 촬영된 고해상도 SAR 영상이 활성화될 경우 InSAR 기법은 기존의 계측 기법을 대체하는 4차 산업 기술 기반의 광역대도심지 지반침하 모니터링 기술로 발전될 수 있을 것으로 평가되었다.

GMS/S-VISSR 자료로부터 Bispectral Thresholds 기법을 이용한 운량 분석에 관하여 (Cloud Cover Analysis from the GMS/S-VISSR Imagery Using Bispectral Thresholds Technique)

  • 서명석;박경윤
    • 대한원격탐사학회지
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    • 제9권1호
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    • pp.1-19
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    • 1993
  • A simple bispectral threshold technique which reflects the temporal and spatial characteristics of the analysis area has been developed to classify the cloud type and estimate the cloud cover from GMS/S-VISSR(Stretched Visible and Infrared Spin Scan Radiometer) imagery. In this research, we divided the analysis area into land and sea to consider their different optical properties and used the same time observation data to exclude the solar zenith angle effects included in the raw data. Statistical clear sky radiance(CSRs) was constructed using maximum brightness temperature and minimum albedo from the S-VISSR imagery data during consecutive two weeks. The CSR used in the cloud anaysis was updated on the daily basis by using CSRs, the standard deviation of CSRs and present raw data to reflect the daily variation of temperature. Thresholds were applied to classify the cloud type and estimate the cloud cover from GMS/S-VISST imagery. We used a different thresholds according to the earth surface type and the thresholds were enough to resolve the spatial variation of brightness temperature and the noise in raw data. To classify the ambiguous pixels, we used the time series of 2-D histogram and local standard deviation, and the results showed a little improvements. Visual comparisons among the present research results, KMA's manual analysis and observed sea level charts showed a good agreement in quality.

섬유소재 분야 특허 기술 동향 분석: DETM & STM 텍스트마이닝 방법론 활용 (Research of Patent Technology Trends in Textile Materials: Text Mining Methodology Using DETM & STM)

  • 이현상;조보근;오세환;하성호
    • 한국정보시스템학회지:정보시스템연구
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    • 제30권3호
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    • pp.201-216
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    • 2021
  • Purpose The purpose of this study is to analyze the trend of patent technology in textile materials using text mining methodology based on Dynamic Embedded Topic Model and Structural Topic Model. It is expected that this study will have positive impact on revitalizing and developing textile materials industry as finding out technology trends. Design/methodology/approach The data used in this study is 866 domestic patent text data in textile material from 1974 to 2020. In order to analyze technology trends from various aspect, Dynamic Embedded Topic Model and Structural Topic Model mechanism were used. The word embedding technique used in DETM is the GloVe technique. For Stable learning of topic modeling, amortized variational inference was performed based on the Recurrent Neural Network. Findings As a result of this analysis, it was found that 'manufacture' topics had the largest share among the six topics. Keyword trend analysis found the fact that natural and nanotechnology have recently been attracting attention. The metadata analysis results showed that manufacture technologies could have a high probability of patent registration in entire time series, but the analysis results in recent years showed that the trend of elasticity and safety technology is increasing.

산업용 전기차량의 주행 모터용 보상된 Bang-Bang 전류제어기 개발 (The Development of Compensated Bang-Bang Current Controller for Travel Motor of Industry Electrical Vechicle)

  • 천영신;정영일;배종일;이만형
    • 한국정밀공학회지
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    • 제16권9호
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    • pp.34-40
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    • 1999
  • In order to establish the design technique of the robust current controller in d.c series wound motor driver system, this paper proposes a method of the compensated Bang-Bang current control using d.c series wound motor driver system under the improperly variable load to get minimum time for the torque control. The compensated Bang-Bang current controller structure is simpler than that of PID plus Bang-Bang controller. This paper shows that a general 16 bits microprocessor is efficiently used to implement such an algorithm. The calculation time of software is extremely small when compared with that of conventional PID plus Bang-Bang controller. Both nonlinear operating characteristics of digital switching elements and describing function methods are used for the analysis and synthesis. Real-time implementation of the compensated Bang-Bang current controller is achieved. The concept of design strategy of the control and the PWM waveform generation algorithms are presented in this paper.

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국방예산책정의 외국사례연구 (A Study on the Determination of Military Expenditures in Foreign Countries)

  • 이경헌
    • 한국국방경영분석학회지
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    • 제8권2호
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    • pp.3-16
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    • 1982
  • Under the assumption that the size of military expenditures is largely determined by economic potential and military requirements as well, this paper conducts an econometric analysis for the purpose of predicting Korea's military expenditures using a technique of pooling time-series data (1967-1976) and cross-section data(95 countries) on the percentage of military expenditures to GNP (Cross National Product) and economic growth rate.

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Hydrodynamics and parametric study of an activated sludge process using residence time distribution technique

  • Sarkar, Metali;Sangal, Vikas K.;Bhunia, Haripada
    • Environmental Engineering Research
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    • 제25권3호
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    • pp.400-408
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    • 2020
  • Hydrodynamic study of Activated Sludge Process (ASP) is important to optimize the reactor performance and detect anomalies in the system. Residence time distribution (RTD) study has been performed using LiCl as tracer on a pilot scale aeration tank (AT) and ASP, treating the pulp and paper mill effluent. The hydraulic performance and treatment efficiency of the AT and ASP at different operating parameters like residence time, recycle rate was investigated. Flow anomalies were identified and based on the experimental data empirical models was suggested to interpret the hydrodynamics of the reactors using compartment modelling technique. The analysis of the RTD curves and the compartment models indicated increase in back-mixing ratio as the mean hydraulic retention time (MHRT) of the tank was increased. Bypassing stream was observed at lower MHRT. The fraction of dead zone in the tank increased by approximate 20-25% with increase in recycle rate. The fraction of the stagnant zone was found well below 5% for all performed experiments, which was under experimental error. The substrate removal of 91% for Chemical oxygen demand and 96% for Biochemical oxygen demand were observed for the ASP working at a hydraulic mean residence time 39 h MRT with a 20% recycling of activated sludge.