• Title/Summary/Keyword: Cycle Simulation

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A Study on Fault Detection of Cycle-based Signals using Wavelet Transform (웨이블릿을 이용한 주기 신호 데이터의 이상 탐지에 관한 연구)

  • Lee, Jae-Hyun;Kim, Ji-Hyun;Hwang, Ji-Bin;Kim, Sung-Shick
    • Journal of the Korea Society for Simulation
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    • v.16 no.4
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    • pp.13-22
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    • 2007
  • Fault detection of cycle-based signals is typically performed using statistical approaches. Univariate SPC using few representative statistics and multivariate analysis methods such as PCA and PLS are the most popular methods for analyzing cycle-based signals. However, such approaches are limited when dealing with information-rich cycle-based signals. In this paper, process fault defection method based on wavelet analysis is proposed. Using Haar wavelet, coefficients that well reflect the process condition are selected. Next, Hotelling's $T^2$ chart using selected coefficients is constructed for assessment of process condition. To enhance the overall efficiency of fault detection, the following two steps are suggested, i.e. denoising method based on wavelet transform and coefficient selection methods using variance difference. For performance evaluation, various types of abnormal process conditions are simulated and the proposed algorithm is compared with other methodologies.

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Simulation of a Supercritical Carbon Dioxide Power Cycle with Preheating (예열기를 갖는 초임계 이산화탄소 동력 사이클의 시뮬레이션)

  • Na, Sun-Ik;Baik, Young-Jin
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.39 no.10
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    • pp.787-793
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    • 2015
  • In response to the growing interest in supercritical carbon dioxide ($S-CO_2$) power cycle technology because of its potential enhancement in compactness and efficiency, the $S-CO_2$ cycles have been studied intensively in the fields of nuclear power, concentrated solar power (CSP), and fossil fuel power generation. Despite this interest, there are relatively few studies on waste heat recovery applications. In this study, the $S-CO_2$ cycle that has a split flow with preheating was modeled and simulated. The variation in the power was investigated with respect to the changes in the value of a design parameter. Under the simulation conditions considered in this study, it was confirmed that the design parameter has an optimal value that can maximize the power in the $S-CO_2$ power cycle that has a split flow with preheating.

Observation Performance Analysis of the Telescope System according to the Offset Compensation Cycle (옵셋 보정 주기에 따른 망원경 시스템 관측 성능 분석)

  • Lee, Hojin;Hyun, Chul;Lee, Sangwook
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.24 no.1
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    • pp.15-21
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    • 2020
  • In this paper, the observation performance of the electro-optical telescope system which surveils the unknown space objects, is analyzed by the Modeling & Simulation(M&S). The operation concept for the observation of the unknown space objects using two telescope systems is considered and the M&S models are constructed. Based on the operation concept for observing the unknown space objects, the estimated orbit is generated by Initial Orbit Determination(IOD) and the observation performance is analyzed according to the offset compensation cycle for the estimated orbit. The result of the M&S based analysis in this paper shows that the observation performance increases with the shorter offset compensation cycle, and decreases with the longer offset compensation cycle. Therefore, to improve the performance of the telescope system which surveils the unknown space objects, the observation system with accurate initial orbit determination or shorter offset compensation cycle should be designed and constructed.

Performance simulation of an electric multi-purpose cultivator according to rotary tillage

  • Seung-Yun, Baek;Wan-Soo, Kim;Seung-Min, Baek;Hyeon-Ho, Jeon;Jun-Ho, Lee;Dae-Hyun, Lee;Kyu-Hong, Choi;Yong-Joo, Kim;Seung-Muk, Choi
    • Korean Journal of Agricultural Science
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    • v.48 no.4
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    • pp.1027-1037
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    • 2021
  • This study aims to evaluate the performance of an electric multi-purpose cultivator through a simulation analysis. The simulation model was developed using commercial software, Simulation X, by applying the specifications of certain parts, such as an electric motor, a battery, and so on. The input parameter of the simulation was the engine load data according to the rotary tillage level using a conventional multi-purpose cultivator. The data were collected by configuring a load measurement system, and the load cycle was developed by repeating the data collection process under the most severe conditions. The average output engine torque values of conventional multi-purpose cultivator were 10.7, 13.0, 9.4, and 11.2 Nm in the D1P1, D1P2, D2P1, and D2P2 conditions, respectively. As a result of the simulation, the maximum values of the motor torque, rotational speed, and power of the electric multi-purpose cultivator were 16.8 Nm, 2,033.3 rpm, and 3.3 kW, respectively, and the motor was driven in sections within 70, 68, and 45% of the maximum output range. The rate of decrease of the battery state of charge (SOC) level per minute was approximately 0.6%, and it was possible to supply electric power to the motor for 9,550 sec. In the future study, research to verify and improve simulation models of electric multi-purpose cultivators should be conducted.

A Study on the Performance Modeling of Input-Buffered Multistage Interconnection Networks Under a Nonuniform Traffic Pattern with Small Clock Cycle Schemes (비균일 트래픽 환경하에서 다단상호연결네트웍의 소클럭주기를 사용한 해석적 성능 모델링 및 평가)

  • Mun Youngsong
    • Journal of Internet Computing and Services
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    • v.5 no.4
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    • pp.35-42
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    • 2004
  • In this paper the more accurate models than any other ones so far have been proposed for the performance evaluation of single-buffered banyan-type Multistage Interconnection Networks(MINs)'s under nonuniform traffic condition is obtained. Small clock cycle instead of big clock cycle is used. The accuracy of proposed models are conformed by comparing with the results from simulation.

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Performance Modeling of Multibuffered Multistage Interconnection Networks under Nonuniform Traffic Pattern with Small Clock Cycle Schemes (복수버퍼를 가진 다단상호연결네트웍의 비균일 트래픽 환경하에서 소클럭주기를 사용한 성능 평가)

  • Mun Youngsong
    • Journal of Internet Computing and Services
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    • v.5 no.5
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    • pp.61-68
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    • 2004
  • In this paper, a more accurate model than any other ones so far have been proposed for the performance evaluation of muntibuffered banyan-type Multistage Interconnection Networks(MINs)'s under nonuniform traffic condition is obtained. Small clock cycle instead of big clock cycle is used to improve the performance. The accuracy of the proposed model is conformed by comparing with the results from simulation.

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Performance Analysis for CO2 System with Sub-cooling loop (과냉 회로를 갖는 이산화탄소 냉동시스템에 대한 성능 해석)

  • Kim, Jin-Man;Ko, Sung-Gyu;Kim, Moo-Geun
    • Journal of Advanced Marine Engineering and Technology
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    • v.31 no.6
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    • pp.723-728
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    • 2007
  • In order to evaluate the performance of carbon dioxide cycle with a sub-cooling loop. a simulation system was developed to predict the steady state of $CO_2$ trans-critical cycle. Mathematical models are derived to describe the relationships between the system's coefficient of performance and other operating parameters The mathematical models are based entirely on the basic mass and energy conservation law and thermodynamic and transport properties of carbon dioxide A parametric study has been conducted in order to investigate the effect of sub-cooling loop and various operating conditions on the cycle performance. An optimal mass fraction of a refrigerant flowing through sub-cooling cycle existed for the given evaporating temperature, high pressure and air inlet temperature through gas cooler.

Real-Time Surface Interpolator for Multiple Surface Machining Based on a Surface Cycle Command (복합 사이클 코드 지령 방식의 다중곡면 가공을 위한 실시간 곡면 보간기)

  • Koo, Tae-Hoon;Jee, Sung-Chul
    • Journal of the Korean Society for Precision Engineering
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    • v.24 no.8 s.197
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    • pp.97-107
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    • 2007
  • The present CNC machining system if without any CAM software has been limited to 2D or 2.5D plane cut using lines, arcs and curves. If the CNC is equipped with a surface interpolation module and a surface reorganizing module inside it, we can easily try 3D surface machining without aid of CAM software. The existing NURBS surface interpolator is simple and direct to use for a unit surface. However, it enables only machining of each reference surface individually even when machining a simple composite surface. In this paper, we propose a method which can unify and reorganize various reference surfaces with a newly defined NURBS surface cycle command: a multi-repetitive cycle command such as in a CNC turning center. We also introduce a reorganizing rule for reference surfaces using NURBS properties. The usefulness of the proposed method is verified through computer simulation.

The pressure drop characteristics in LNG heat exchanger of cryogenic cascade refrigeration cycle (초저온 캐스케이드 냉동사이클의 LNG 열교환기 압력강하 특성)

  • Yoon, J.I.;Choi, K.H.;Kwag, J.W.;Son, C.H.;Baek, S.M.
    • 한국태양에너지학회:학술대회논문집
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    • 2012.03a
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    • pp.376-381
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    • 2012
  • Natural gas is converted in to LNG by chilling and liquefying the gas to the temperature of $-162^{\circ}C$, when liquefied, the volume of natural gas is reduced to 1/600th of its standard volume. This gives LNG the advantage in transportation. The pressure dorp of the cascade liquefaction cycle was investigated and simulated using HYSYS software. The simulation results showed that the pressure drop in the LNG heat exchanger is set to 50 kPa considering the increase in the compressor work of cryogenic cascade liquefaction cycle.

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Numerical Study for the Effect of Expansion Device on the Performance of the $CO_2$ Cycle (이산화탄소 사이클에서 팽창장치의 영향에 관한 수치적 연구)

  • 김무근;김욱중;김유진
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.16 no.1
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    • pp.84-90
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    • 2004
  • In order to evaluate the performance of carbon dioxide cycle, a simulation model was developed to predict the steady state performance of $CO_2$ transcritical cycle. The expansion process is treated as an isenthalpic throttling process or isentropic expansion process. The mathematical model is based entirely on the basic energy conservation law and thermodynamic and transport properties of $CO_2$. A Parametric study has been conducted in order to investigate the effect of isentropic efficiency of expansion turbine and various operating conditions on the cycle performance. An optimal heat rejection pressure existed for the given evaporating temperature and outlet temperature of gas cooler.