• Title/Summary/Keyword: real-time process

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A Study on the Prediction of Die Wear Based on Piezobolt Sensor Measurement Data in the Trimming Process of an Automobile Part (피에조 볼트 측정 데이터에 기반한 자동차 부품 트리밍 공정에서의 금형 마모 예측 연구)

  • Kwon, O.D.;Moon, H.B.;Kang, G.P.;Lee, K.;Hur, M.C.
    • Transactions of Materials Processing
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    • v.31 no.2
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    • pp.103-108
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    • 2022
  • Systematic quality control based on real time data is required for modern factories. This study introduced a method of predicting punch wear in the trimming process of automobile parts. Based on monitoring data of the mass production process using a bolt-type piezo sensor, it was shown that precursor symptoms of die wear could be predicted from the change in load pattern with respect to production volume. The load pattern that changed according to the wear of the die was verified by numerical analysis.

Determinant Factors of Business Agility for Real Time Enterprise : Empirical Validation (실시간 기업구현을 위한 비즈니스 민첩성의 결정요인에 관한 실증적 연구)

  • Kim J. W.;Park C. H.;Nam K. C.;Park S. Y.;Kim B. W.
    • Journal of the Korean Operations Research and Management Science Society
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    • v.30 no.4
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    • pp.83-97
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    • 2005
  • We could confirm through this study that in the company which has secured its agility in an information technology dimension, a process dimension and an organization behavior dimension as a real time enterprise, various agility competences of that company are used more effectively for productivity Improvement, development on new products and customer satisfaction. Therefore, based on these determinant factors, it has been proved that an individually differentiated investment of technical and organizational resources for development and innovation of new products has contributed affirmatively to get a more efficient enterprise performance : and, in this point, it is verified again that the agility secured through a conversion toward the real time enterprise (RTE) is a more effective plan to increase the enterprise performance.

Combining Empirical Feature Map and Conjugate Least Squares Support Vector Machine for Real Time Image Recognition : Research with Jade Solution Company

  • Kim, Byung Joo
    • International Journal of Internet, Broadcasting and Communication
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    • v.9 no.1
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    • pp.9-17
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    • 2017
  • This paper describes a process of developing commercial real time image recognition system with company. In this paper we will make a system that is combining an empirical kernel map method and conjugate least squares support vector machine in order to represent images in a low-dimensional subspace for real time image recognition. In the traditional approach calculating these eigenspace models, known as traditional PCA method, model must capture all the images needed to build the internal representation. Updating of the existing eigenspace is only possible when all the images must be kept in order to update the eigenspace, requiring a lot of storage capability. Proposed method allows discarding the acquired images immediately after the update. By experimental results we can show that empirical kernel map has similar accuracy compare to traditional batch way eigenspace method and more efficient in memory requirement than traditional one. This experimental result shows that proposed model is suitable for commercial real time image recognition system.

Study on Friction Welding of Heat Resisting Steel Materials of SUH3 and SUH35, and Its Real Time Evaluation by AE (내열강재 SUH3과 SUH35의 마찰용접 특성과 AE에 의한 실시간 평가)

  • 양형태;오세규;황성필;김일석
    • Proceedings of the Korea Committee for Ocean Resources and Engineering Conference
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    • 2000.10a
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    • pp.12-19
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    • 2000
  • In this paper, not only the development of optimizing of friction welding with more reliability and more applicability but also development of in-process real-time weld quality(such as strength and toughness) evaluation technique by acoustic emission for friction welding of the engine exhaustive valve(SUH3-SUH35 dissimilar steels of 12.3mm, 16mm, 20mm and 24mm in diameters) were performed, comparing with the other FRW matches of materials such as SUH3 to SUH31, SUH3 to STS303 and SUH3 to STS304. As an important result, the techniques for dissimilar friction welding optimization of engine heat resisting steels SUH3 and SUH35( 12.3mm, 16mm, 20mm, 24mm) and its real-time weld quality evaluation by AE were developed, considering on both diameter and carbon equivalent effects.

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A Study on Real Time Monitoring of Tool Breakage in Milling Operation Using a DSP (DSP를 이용한 정면 밀링공구의 실시간 파단 감시방법에 관한 연구)

  • Baek, Dae-Kyun;Ko, Tae-Jo;Kim, Hee-Sool
    • Journal of the Korean Society for Precision Engineering
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    • v.13 no.6
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    • pp.168-176
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    • 1996
  • A diagnosis system which can monitor tool breakage and chipping in real time was developed using a DSP(Digital Signal Processor) board in face milling operation. AR modelling and band energy method were used to extract the feature of tool states from cutting force signals. Artificial neural network embedded on DSP board discriminates different patterns from features got after signal processing. The features extracted from AR modelling are more accurate for the malfunction of a process than those from band energy method, even though the computing speed of the former is slow. From the processed features, we can construct the real time diagnosis system which monitors malfunction by using a DSP board having a parallel processing capability.

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Real-Time Evaluation of Friction Weld Quality of Small-Type Hydraulic Valve Spool by Acoustic Emission (AE에 의한 소형 밸브스풀 마찰용접 품질의 실시간 평가)

  • 오세규;오정환;전태언;김경균;오명석
    • Journal of Welding and Joining
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    • v.12 no.2
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    • pp.97-107
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    • 1994
  • Both in-process quality control and high reliability of the weld is one of the major concerns in applying friction welding to the economical and qualified mass-production. No reliable nondestructive monitoring method is available at present to determine the real-time evaluation of automatic production quality control for friction welding of special hydraulic valve spool of 16mm in diameter. This paper, so that, presents the experimental examinations and statistical quantitative analysis of the correlation between the initial cumulative counts of acoustic emission(AE) occurring during plastic deformation periods of the welding and the tensile strength and other properties of the welded joints of $\phi16$ valve spool as well as the various welding variables, as a new approach which attempts finally to develop real-time quality monitoring system for friction welding.

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Implementation of Real-Time Thermal Environment for Virtual Reality Using Gain Scheduling and Cascade Control (게인 스케쥴링과 캐스케이드 제어에 의한 가상현실용 열환경의 실시간 구현)

  • Sin, Yeong-Gi;Jang, Yeong-Su;Kim, Yeong-Il
    • Journal of Institute of Control, Robotics and Systems
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    • v.7 no.7
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    • pp.567-573
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    • 2001
  • A real-time HVAC system is proposed which implements real-time control of thermal environment for virtual reality. It consists of a pair of hot and cold loops that serve as thermal reservoirs, and a mixing box to mix hot and cold air streams flowing if from loops. Their flow rates are controlled in real-time to meet a set temperature and flow rate. A cascade control algorithm along with gain scheduling is applied to the system and test results shows that the closed-loop response approached set values within 3 to 4 seconds.

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Real-Time PCB Inspection System using the Line Scan Camera (Line Scan Camera를 이용한 실시간 PCB 검사 시스템)

  • 하종수;이영아;이영동;최강선;고성제
    • Proceedings of the IEEK Conference
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    • 2002.06d
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    • pp.81-84
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    • 2002
  • This paper presents the real-time PCB(Printed circuit board) inspection system that can detect thin open/short error using the line scan camera. After a overall introduction of our system, the outline of our inspection methods are described. The goal of our inspection system is the real time and detailed inspection using the line scan camera. To perform inspection processing in real-time, we utilize double buffering structure. In order to solve the problem of unexpectable pixels of PCB, we propose melting process which eliminates unexpectable pixels of PCB. The design and development of our prototype of PCB ins- pection system is discussed and test results are presented to show the effectiveness of the developed inspection algorithm.

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Study on Friction Welding of Heat resisting Steel Materials and Its Real Time Evaluation by AE (내열강재의 마찰용접과 AE에 의한 실시간 평가)

  • 김일석;공유식;황성필;김헌경;이연탁;오세규
    • Journal of Ocean Engineering and Technology
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    • v.15 no.2
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    • pp.79-87
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    • 2001
  • In this paper, not only the development of optimizing of friction welding with more reliability and more applicability but also the development of in-process real-time weld quality (such as strength and toughness) evaluation technique by acoustic emission for friction welding of the engine exhaustive valve (SUH3-SUH35 dissimilar steels of 12.3mm, 16mm, 20mm, and 24mm in diameters) were performed, comparing with the other FRW matches of materials such as SUH3 to SUH31, STS303 and SUH3 to STS304. As an important result, the techniques for dissimilar friction welding optimization of engine heat resisting steels SUH3 and SUH35 (12.3mm, 16mm, 20mm, and 24mm) and its real-time weld quality evaluation by AE was developed, considering on both diameter and carbon equivalent effects.

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Fault-Tolerance Improvement of Real-Time Embedded System using Static Checkpointing (실시간 임베디드 시스템의 결함 허용성 개선을 위한 정적 체크포인팅 방안)

  • Ryu, Sang-Moon
    • Journal of Institute of Control, Robotics and Systems
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    • v.13 no.12
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    • pp.1147-1152
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    • 2007
  • This paper deals with a scheme for fault-tolerance improvement of real-time embedded systems, which engages an equidistant checkpointing technique to tolerate transient errors. Transient errors are caused by transient faults which are the most significant type of fault in reliable computer systems. Transient faults are assumed to occur according to a Poisson process and to be detected in a non-concurrent manner (e.g., checked periodically). The probability of the successful real-time task completion in the presence of transient errors is derived with the consideration of the possible effects of the transient errors. Based on this, a condition under which inserting checkpoints improves the fault-tolerance of the system is introduced and an optimal equidistant checkpointing strategy that achieves the highest fault tolerance is presented.