• Title/Summary/Keyword: dynamic prediction method

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Prediction of the Dynamic Adsorption Behaviors of the Uranium and Cobalt Ions in a Fixed Bed by Surface Modified Activated Carbon (표면개질 활성탄을 이용한 고정층에서 우라늄 및 코발트 이온의 동적 흡착거동 모사)

  • Geun-IL Park;Jung-Won Lee;Kee-Chan Song;In-Tae Kim;Kwang-Wook Kim;Myung-Seung Yang
    • Journal of Nuclear Fuel Cycle and Waste Technology(JNFCWT)
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    • v.1 no.1
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    • pp.81-92
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    • 2003
  • In order to predict the dynamic behaviors of uranium and cobalt in a fixed bed at various influent pH values of liquid waste, the adsorption system is regarded as a multi-component adsorption between each ionic species in the solution. Langmuir isotherm parameters of each species were extracted by incorporating equilibrium data with the solution chemistry of the uranium and cobalt using IAST. Prediction results were in good agreement with the experimental data, except for a high concentration and pH. Although there was some limitations in predicting the cobalt adsorption, this method may be useful in analyzing a complex adsorption system where various kinds of ionic species exist in a solution.

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Fast Video Motion Estimation Algorithm Based on Motion Speed and Multiple Initial Center Points Prediction (모션 속도와 다중 초기 중심점 예측에 기반한 빠른 비디오 모션 추정 알고리즘)

  • Peng, Sha-Hu;Saipullah, Khairul Muzzammil;Yun, Byung-Choon;Kim, Deok-Hwan
    • Journal of KIISE:Computing Practices and Letters
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    • v.16 no.12
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    • pp.1219-1223
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    • 2010
  • This paper proposes a fast motion estimation algorithm based on motion speed and multiple initial center points. The proposed method predicts initial search points by means of the spatio-temporal neighboring motion vectors. A dynamic search pattern based on the motion speed and the predicted initial center points is proposed to quickly obtain the motion vector. Due to the usage of the spatio-temporal information and the dynamic search pattern, the proposed method greatly accelerates the search speed while keeping a good predicted image quality. Experimental results show that the proposed method has a good predicted image quality in terms of PSNR with less searching time comparing with the Full Search, New Three-Step Search, and Four-Step Search.

Health State Clustering and Prediction Based on Bayesian HMM (Bayesian HMM 기반의 건강 상태 분류 및 예측)

  • Sin, Bong-Kee
    • Journal of KIISE
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    • v.44 no.10
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    • pp.1026-1033
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    • 2017
  • In this paper a Bayesian modeling and duration-based prediction method is proposed for health clinic time series data using the Hierarchical Dirichlet Process Hidden Markov Model (HDP-HMM). HDP-HMM is a Bayesian extension of HMM which can find the optimal number of health states, a number which is highly uncertain and even difficult to estimate under the context of health dynamics. Test results of HDP-HMM using simulated data and real health clinic data have shown interesting modeling behaviors and promising prediction performance over the span of up to five years. The future of health change is uncertain and its prediction is inherently difficult, but experimental results on health clinic data suggests that practical long-term prediction is possible and can be made useful if we present multiple hypotheses given dynamic contexts as defined by HMM states.

Prediction of Modified Structural Natural Frequencies and Modes using Interative Sensitivity Coefficient (감도계수 반복법을 이용한 구조물의 고유진동수 및 고유벡터 변화량 예측)

  • 이정윤
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.9 no.5
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    • pp.40-46
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    • 2000
  • This study predicts the modified structural eigenvector and eigenvalue due to the change in the mass and stiffness of 2-dimesional continuous system by iterative calculation of the sensitivity coefficient using the original dynamic characteristic. The method is applied to examples of a crank shaft by modifing the mass and stiffness. The predicted dynamics characteristics are in good agreement with these from the structural analysis using the modified mass and stiffness. The predicted dynamic characteristics are in good agreement with these from the structural analysis using the modified mass and stiffness.

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Prediction and Measurement of Cutting Force in Side-Milling (사이드 밀링 가공의 절삭력 측정 및 예측)

  • Lee, Chang-Ho;Yang, Min-Yang
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.22 no.3
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    • pp.437-446
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    • 2013
  • There have been numerous studies on end milling processes. However, these have been restricted to the application of tools for special cutting purposes. A side milling cutter can handle long, deep, and open slots in a more efficient manner, and it provides the best stability and productivity for this type of milling. In this paper, a method to predict the cutting forces in side milling is described, and simulated cutting forces are compared with those obtained by cutting experiments. In particular, the side milling process easily generates relative motion between the tools and the workpiece because it produces intermittent cutting forces that cause vibrations over a wide frequency range. Therefore, the application of a dynamic cutting model instead of a static cutting model is appropriate to forecast the cutting forces more accurately.

Chatter Prediction in Endmilling Using Dynamic Cutting Force Modeling (엔드밀링에서의 동절삭력 모델을 이용한 채터예측)

  • Hwang , Cheol-Hyun;Cho, Dong-Woo
    • Journal of the Korean Society for Precision Engineering
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    • v.16 no.2 s.95
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    • pp.104-115
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    • 1999
  • Cutting process, in general, is a closed-loop system consisting of structural dynamics and cutting dynamics, with the cutting forces and the relative displacements between tool and workpiece being the associated variables. There have been a number of works on modeling the cutting process of endmilling, most of which assumed that either one of the tool or workpiece be negligible in tis displacement. In this paper, the relative displacement between tool and workpiece was considered. The proposed model used experimental modal analysis for structural dynamics and an instantaneous uncut chip thickness model for cutting dynamics. Simulation of the model, a time varying cutting system, was performed using 4th order Runge-Kutta method. Subsequent simulation results were utilized to predict chatter over a variety of experiments in slotting operation, showing good agreement.

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Dynamic Control Algorithm of GOP Structure based on Picture Complexity (영상 복잡도에 기반한 GOP구조의 동적 제어 알고리즘)

  • 문영득;최금수
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.53 no.4
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    • pp.258-264
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    • 2004
  • This paper propose a method that GOP structure based on the picture complexity change realtime adaptive without pre-analysis or time delay. Proposed algorithm calculates the complexity of pictures at first, and the ratio of the complexity( X$\sub$p/ /X$\sub$i/) between P picture and I picture is calculated. The suitable M value for the three picture select by comparing with predetermined threshold. Used bit and vbv_delay the value of GOP is calculated according to selected M. Experimental results show that the prediction error is reduce than the fixed GOP structure. Since the complexity distribution of the sequence is different, applied limits of threshold value is changed, also.

Design and Performance Analysis of Mixed-Flow Pumps for Waterjet Marine Propulsion (워터제트 선박추진용 사류펌프의 설계 및 성능해석)

  • Yoon, Eui-Soo;Oh, Hyoung-Woo;Ahn, Jong-Woo
    • The KSFM Journal of Fluid Machinery
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    • v.6 no.2 s.19
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    • pp.41-46
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    • 2003
  • The hydraulic design optimization and performance analysis of mixed-flow pumps for waterjet marine vehicle propulsion has been carried out using mean streamline analysis and three-dimensional computational fluid dynamics (CFD) code. In the present study, the conceptual design optimization has been formulated with a non-linear objective function to minimize the fluid dynamic losses, and then the commercial CFD code was incorporated to allow for detailed flow dynamic phenomena in the pump system. Newly designed mixed-flow model pump has been tested in the laboratory. Predicted performance curves by the CFD code agree very well with experimental data for a newly designed mixed-flow pump over the normal operating conditions. The design and prediction method presented herein can be used efficiently as a unified hydraulic design process of mired-flow pumps for waterjet marine vehicle propulsion.

Prediction of Dynamic Characteristics of Continuous Systems Due to the Mass Modification (질량변경에 따른 연속계의 동특성변화 예측)

  • 이정윤;최상렬;박천권;오재응;정석주
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.17 no.2
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    • pp.248-256
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    • 1993
  • This paper deriver the generalized mass to find dynamic characteristics and its derivatives of a continous system. And a new sensitivity analysis method is presented by using the amount of change of generalized mass and vibrational mode caused by the variation of lumped and distributed mass. In this paper, to get or detect appropriate results, cantilever beam and stepped beam are used. Deviations of sensitivity coefficient, natual frequency, vibrational mode and transfer function are calculated as result, and compared with the theoretical exact values.

Damping Force Modeling of Shock Absorbers Using Hyperbolic tangent (Hyperbolic tangent를 이용한 충격 흡수기 감쇠력 모델 연구)

  • 서정원;한형석;노규석;허승진;김기훈
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2003.06a
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    • pp.1479-1482
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    • 2003
  • The shock absorber is a part having a direct influence on the ride comfort, stability and dynamic load prediction of a vehicle. Thus, a rationally modeled shock absorber should be required in the dynamic analysis of vehicles. This thesis presents a modified model, based on Worden's hyperbolic tangent function, in order to fit experimental data on the velocity-damping force of a shock absorber. The hyperbolic tangent function correctly indicates the characteristics of a shock absorber. and has the advantage of containing physical causality. To evaluate the method, comparative evaluations of the linear model. the 5th polynomial model and Worden's model were carried out. The function presented in this paper is not only simple but also makes it possible to estimate the function coefficients easily and visually. In addition, it has the advantage of containing physical causality. Lastly, it effectively models the damping force of a shock absorber.

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