• Title/Summary/Keyword: Error Criteria

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Durability Assessment of a Control Arm Using 1/4 Car Test (1/4차량 시험을 통한 상부 컨트롤 암의 내구성 평가)

  • Ha, Min-Soo;Son, Hwan-Jung;Kim, Jong-Kyu;Park, Young-Chul
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.9 no.6
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    • pp.16-20
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    • 2010
  • This study proposes a structural design method for the upper control arm installed at the rear side of a SUV. The weight of control arm can be reduced by applying the design. In this research, the former includes optimization technology, and the latter the technologies for selecting aluminum as a steel-substitute material. Strength assessment is the most important design criterion in the structural design of a control arm. At the proto design stage of a new control arm, FE (finite element) analysis is often utilized to predict its strength. In this study, the kriging interpolation method is adopted to obtain the minimum weight satisfying the strength constraint and durability criteria. The optimum results determined from the in-house program are compared with those of ANSYS WORKBENCH. The durability assessment is obtained by a index of fatigue durability and trial & error method, MSC. Fatigue program.

Development of Welding Quality Vision Inspection System for Sinking Seat (차량용 싱킹시트의 용접품질 비젼 검사 시스템 개발)

  • Yun, Sang-Hwan;Kim, Han-Jong;Moon, Sang-In;Kim, Sung-Gaun
    • Proceedings of the KSME Conference
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    • 2007.05a
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    • pp.1553-1558
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    • 2007
  • This paper presents a vision based autonomous inspection system for welding quality control of car sinking seat. In order to overcome the precision error that arises from a visible inspection by operator in the manufacturing process of a car sinking seat, this paper proposes the MVWQC (machine vision based welding quality control) system. This system consists of the CMOS camera and NI machine vision system. The image processing software for the system has been developed using the NI vision builder system. The geometry of welding bead, which is the welding quality criteria, is measured by using the captured image with median filter applied on it. Experiments have been performed to verify the proposed MVWQC of car sinking seat.

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Protein Disorder Prediction Using Multilayer Perceptrons

  • Oh, Sang-Hoon
    • International Journal of Contents
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    • v.9 no.4
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    • pp.11-15
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    • 2013
  • "Protein Folding Problem" is considered to be one of the "Great Challenges of Computer Science" and prediction of disordered protein is an important part of the protein folding problem. Machine learning models can predict the disordered structure of protein based on its characteristic of "learning from examples". Among many machine learning models, we investigate the possibility of multilayer perceptron (MLP) as the predictor of protein disorder. The investigation includes a single hidden layer MLP, multi hidden layer MLP and the hierarchical structure of MLP. Also, the target node cost function which deals with imbalanced data is used as training criteria of MLPs. Based on the investigation results, we insist that MLP should have deep architectures for performance improvement of protein disorder prediction.

Development of Intelligent Landscape Lighting Power Control and Monitoring System with Solar Cell Generator Equipment (태양광발전설비와 연계한 지능형 경관조명 전력제어 및 모니터링 시스템의 개발)

  • Kim, Dong-Wan;Park, Sung-Won;Kim, Hyung-Su
    • The Transactions of the Korean Institute of Electrical Engineers P
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    • v.60 no.2
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    • pp.99-104
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    • 2011
  • In this paper, the intelligent landscape lighting power control and monitoring system with solar sell generator equipment is proposed. The first, the intelligent landscape lighting power controller is designed using the fuzzy logic control method. And the fuzzy logic controller is used to save power consumption for various reference intensity of the illumination. The second, the GUI monitoring system is presented. It has control and display faculty. And the practical experiment device is used to evaluate the performance criteria of the proposed intelligent landscape lighting power control system with the solar cell power generation equipment. From the experiment results, we present the property of proposed fuzzy controller such as steady state error, the tracking and power consumption characteristic for the reference intensity of illumination. And also we show the superiority of power control as well as the characteristic of GUI monitoring system in the proposed system.

An Evaluation of Operator's Action Time for Core Cooling Recovery Operation in Nuclear Power Plant (원자력발전소의 노심냉각회복 조치에 대한 운전원 조치시간 평가)

  • Bae, Yeon-Kyoung
    • Journal of the Korean Society of Safety
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    • v.27 no.5
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    • pp.229-234
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    • 2012
  • Operator's action time is evaluated from MAAP4 analysis used in conventional probabilistic safety assessment(PSA) of a nuclear power plant. MAAP4 code which was developed for severe accident analysis is too conservative to perform a realistic PSA. A best-estimate code such as RELAP5/MOD3, MARS has been used to reduce the conservatism of thermal hydraulic analysis. In this study, operator's action time of core cooling recovery operation is evaluated by using the MARS code, which its Fussell-Vessely(F-V) value was evaluated as highly important in a small break loss of coolant(SBLOCA) event and loss of component cooling water(LOCCW) event in previous PSA. The main conclusions were elicited : (1) MARS analysis provides larger time window for operator's action time than MAAP4 analysis and gives the more realistic time window in PSA (2) Sufficient operator's action time can reduce human error probability and core damage frequency in PSA.

Application of Spectral Properties of Basic Splines in Problems of Processing of Multivariate Signals

  • Zaynidinov, H.N.;Yun, Tae-Soo;Chae, Eel-Jin
    • International Journal of Contents
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    • v.3 no.4
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    • pp.26-29
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    • 2007
  • The paper is devoted to problem of spline approximation. A new method of nodes location for curves and surfaces computer construction in multidimensional spaces by means of B-splines is presented. The criteria are which links a square-mean error caused by high frequency spline distortions and approximation intervals is determined and necessary theorem is proved. In this method use a theory of entire multidimensional spectra and may be extended for the spaces of three, four and more variables. Future work: application area such as digital contents like animation, game graphic.

A study on Cause of Errors of Dissolved Gases Analysis in Transformer (변압기 유중 가스 진단 오차 원인에 대한 연구)

  • Cho, Sung-Min;Lee, Yang-Jin;Kim, Young-Sung;Kim, Jae-Chul;Kweon, Dong-Jin
    • Proceedings of the KIEE Conference
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    • 2006.11a
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    • pp.141-143
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    • 2006
  • Dissolved gas analysis (DGA) is widely used to detect incipient faults in oil-filled electrical equipment. KEPCO make a rule of DGA in 1985. They have been diagnosing power transformer using their DGA criteria. In this paper, we analysis the result of DGA data about transformer in the substation. We try to find out what is cause of an error in DGA diagnosis considering accuracy in extracting gases from mineral oil in transformer. The carbon-monoxide was primary reason of warning in DGA data. We specially consider that aging is a cause of generating of carbon-monoxide in power transformer.

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A Study of Methods of Rest for Reduction of The Night Shift Workers′Workload (야간작업자의 작업부담경감을 위한 휴식방법)

  • 김대호;박근상
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.23 no.57
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    • pp.1-10
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    • 2000
  • The purpose of this paper is to propose a method of rest to reduce work load of night shift workers for night shift work. The experiment was carried out 10minutes preparing time, 45minutes first work, 10minutes first rest, 45minutes second work, 10minutes second rest between 2 and 4 o'clock that the lowest physiological function of workers. The methods of rest set up as four patterns (1) non-action rest (2) non-action rest + listening music (3) action rest + non-action rest, (4) action rest + non-action rest + listening music. For the measurements of experiment, heart rates(R-R interval), critical flicker fusion frequency(CFF), blood pressure, oral temperature, reaction time and error rates were considered as criteria for work performance. As a result, action rest + non-action rest and action rest + non-action rest + listening music were more effective to reduce work load additional work than non-action rest and non-action rest + listening music.

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$H_\infty$ control of contact position and force of a manipulator

  • Lee, Sangmoo;Yae, Harold
    • 제어로봇시스템학회:학술대회논문집
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    • 1994.10a
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    • pp.440-445
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    • 1994
  • An application of H$_{\infty}$ synthesis to contact control of a manipulator is suggested. Based on computed torque linearization of a manipulator, a target dynamics for contact motion control is defined and used as a reference model. The target dynamics relates position and force errors through free motion impedance and force error compensators. The H$_{\infty}$ control synthesis is adopted to find an optimum the compensator for position tied force control in various directions of the end-effector. The optimization is performed on the augmented criteria, which trades off the sensitivity function of the errors and the input load at the joints. A design example of the compensator is provided that meets the design specifications.s.

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A Study on the Control Law Design and Analysis Process (비행제어법칙 설계 및 해석 절차에 관한 연구)

  • Hwang Byung-moon;Cho In-jae;Kim Chong-sup
    • Journal of Institute of Control, Robotics and Systems
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    • v.11 no.11
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    • pp.913-919
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    • 2005
  • An advanced method of Relaxed Static Stability (RSS) is utilized for improving the aerodynamic performance of modem version supersonic jet fighter aircraft. The flight control system utilizes RSS criteria in both longitudinal and lateral-directional axes to achieve performance enhancements and improve stability. Standard CLDA (Control Law Design and Analysis) process is provided that reduce the development period of the flight control system. In addition, if this process is employed in developing flight control laws, it reduces the trial and error development and verification of control laws. This paper details the design process of developing a flight control law for the RSS aircraft, utilizing military specifications, linear and nonlinea, analysis using XMATH and ATLAS(Aircraft, Tim Linear and Simulation), handling quality tests using the HQS (Handling Quality Simulator), and real flight test results to verify aircraft dynamic flight responses.