• Title/Summary/Keyword: 공정평균이동

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Determination of the Resetting Time to the Process Mean Shift based on the Cpm+ (Cpm+ 기준에서의 공정평균이동에 대한 재조정 기간 결정)

  • Lee, Do-Kyung
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.41 no.1
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    • pp.110-117
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    • 2018
  • Machines and facilities are physically or chemically degenerated by continuous usage. One of the results of this degeneration is the process mean shift. By the result of degeneration, non-conforming products and malfunction of machine occur. Therefore a periodic preventive resetting the process is necessary. This type of preventive action is called 'preventive maintenance policy.' Preventive maintenance presupposes that the preventive (resetting the process) cost is smaller than the cost of failure caused by the malfunction of machine. The process mean shift problem is a field of preventive maintenance. This field deals the interrelationship between the quality cost and the process resetting cost before machine breaks down. Quality cost is the sum of the non-conforming item cost and quality loss cost. Quality loss cost is due to the deviation between the quality characteristics from the target value. Under the process mean shift, the quality cost is increasing continuously whereas the process resetting cost is constant value. The objective function is total costs per unit wear, the decision variables are the wear limit (resetting period) and the initial process mean. Comparing the previous studies, we set the process variance as an increasing concave function and set the quality loss function as Cpm+ simultaneously. In the Cpm+, loss function has different cost coefficients according to the direction of the quality characteristics from target value. A numerical example is presented.

증착압력과 $O_2$ 농도 변화에 따른 Indium-zinc-tin-oxide(IZTO) 박막의 투명전도 특성에 관한 연구

  • Son, Dong-Jin;Nam, Eun-Gyeong;Jeong, Dong-Geun;Kim, Yong-Seong
    • Proceedings of the Korean Vacuum Society Conference
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    • 2010.02a
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    • pp.214-214
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    • 2010
  • Indium-tin-oxide(ITO)는 평판디스플레이 산업이 성장함에 따라 그 수요는 계속 늘고 있지만 세계적으로 In의 매장량의 한계로 그 단가가 매우 높다. 또한 ITO는 플렉시블 디스플레이에 적용함에 있어서 고온 공정으로 인해 많은 단점을 보이고 있어 이를 대체할 새로운 투명전극의 개발이 활발히 진행되고 있다. 본 연구에서는 IZTO($In_2O_3$:ZnO:$SnO_2$=80:10:10 wt.%)의 In 량을 절감한 조성의 타겟을 제조하였다. 그리고 유리기판 위에 IZTO 박막을 펄스 DC 마그네트론 스퍼터링을 이용하여 증착압력과 활성 산소의 분압을 변화시키며 증착하였다. 증착압력의 변화는 3mTorr~8mTorr 범위에서 제어하였고 활성 산소의 분압은 0%~3% 범위에서 제어하였으며 기판의 온도의 제어 없이 상온에서 증착하였다. 증착한 박막은 전기적, 광학적 및 구조적 특성 등을 조사하였다. 증착압력 6mTorr와 산소분압 2%의 조건에서 비저항은 $5.07{\times}10^{-4}\;({\Omega}{\cdot}cm)$, 캐리어 농도는 $2.96{\times}10^{20}(cm^{-3})$, 이동도는 $41.6(cm^{-2}/Vs)$로 가장 좋은 전기적 특성을 보였다. 박막의 투과율을 측정한 결과 평균 85% (400nm~800nm)이상의 우수한 광학적 특성을 보였다. 또한 이 IZTO 박막을 이용하여 OLED 소자를 제작하여 그 특성을 조사하였다. 조사 결과 플렉시블 디스플레이 분야에서 IZTO 박막은 In 절감효과와 상온 공정에서 우수한 투명전극 특성을 보여 ITO를 대체할 물질로 가능성을 보여주었다.

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A Study on the Efficient MES Using Automation in Automotive Module Assembly Line (자동차 모듈조립공정에서의 효율적 MES 인터페이스 모형)

  • Kong, Myung-Dal
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.10
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    • pp.4618-4625
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    • 2011
  • This paper suggests a specific model that could efficiently improve the interaction and the interface between MES(Manufacturing Execution System) server and POP(Point Of Production) Terminal through RFID(Radio Frequency Identification) system in Automative Module Assembly Line. The proposed model shows that the new method by RFID can more efficiently perform to receive work order informations and transmit work performances, compared with the current approach by proximity sensor. As a result of the certain test among the MES server, RFID system, PLC(Programmable Logic controller) and POP terminal, it is noted in case of the automatic control by RFID that the effects of proposed model are as follows; (a) While the processing time per truck for carrying by the current method was 10 minutes, the processing time by the new method was 1 minutes. (b) While the error rate by the current method was 20 %, the error rate by the new method was 1 %.

Resizing effect of image and ROI in using control charts to monitor image data (이미지 데이터를 모니터링하는 관리도에서 이미지와 ROI 크기 조정의 영향)

  • Lee, JuHyoung;Yoon, Hyeonguk;Lee, Sungmin;Lee, Jaeheon
    • The Korean Journal of Applied Statistics
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    • v.30 no.3
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    • pp.487-501
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    • 2017
  • A machine vision system (MVS) is a computer system that utilizes one or more image-capturing devices to provide image data for analysis and interpretation. Recently there have been a number of industrial- and medical-device applications where control charts have been proposed for use with image data. The use of image-based control charting is somewhat different from traditional control charting applications, and these differences can be attributed to several factors, such as the type of data monitored and how the control charts are applied. In this paper, we investigate the adjustment effect of image size and region of interest (ROI) size, when we use control charts to monitor grayscale image data in industry.

Design of GHz Analog FIR Filter based on a Distributed Amplifier (분산증폭기 기반 GHz 대역 아날로그 FIR 필터 설계)

  • Yeo, Hyeop-Goo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.8
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    • pp.1753-1758
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    • 2012
  • This paper introduces analog FIR filters based on a distributed amplifier and analyzes the proposed filter's characteristics. A simple design method of an analog FIR filter based on the digital filter design technique is also introduced. The proposed analog FIR filters are a moving average(MA) and a comb type filters with no multiplier. This simple structures of the proposed filters may enable to operate at multi-GHz frequency range and applicable to combine a filter and an amplifier of RF system. The proposed analog FIR filters were implemented with standard $0.18{\mu}m$ CMOS technology. The designed GHz analog FIR filters are simulated by Cadence Spectre and compared to the results of digital FIR filters obtained from MATLAB simulations. From the simulation results, the characteristics of the proposed analog FIR filters are fairly well matched with those of digital FIR filters.

A Reconfigurable Spatial Moving Average Filter in Sampler-Based Discrete-Time Receiver (샘플러 기반의 수신기를 위한 재구성 가능한 이산시간 공간상 이동평균 필터)

  • Cho, Yong-Ho;Shin, Soo-Hwan;Kweon, Soon-Jae;Yoo, Hyung-Joun
    • Journal of the Institute of Electronics and Information Engineers
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    • v.49 no.10
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    • pp.169-177
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    • 2012
  • A non-decimation second-order spatial moving average (SMA) discrete-time (DT) filter is proposed with reconfigurable null frequencies. The filter coefficients are changeable, and it can be controlled by switching sampling capacitors. So, interferers can be rejected effectively by flexible nulls. Since it operates without decimation, it does not change the sample rate and aliasing problem can be avoided. The filter is designed with variable weight of coefficients as $1:{\alpha}:1$ where ${\alpha}$ varies from 1 to 2. This corresponds to the change of null frequencies within the range of fs/3~fs/2 and fs/2~2fs/3. The proposed filter is implemented in the TSMC 0.18-${\mu}m$ CMOS process. Simulation shows that null frequencies are changeable in the range of 0.38~0.49fs and 0.51~0.62fs.

Performance Analysis of Packet Scheduling Algorithm Based on Delay and Fairness (지연과 공정성을 고려한 패킷 스케쥴링 알고리즘 성능분석)

  • Lim Seog-Ku
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.6 no.6
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    • pp.513-520
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    • 2005
  • High-speed Portable Internet system provides 1-3 Mbps data transmission speed to terminals moving up to 60 km/sec. Since High-speed Portable Internet system supports services requiring different QoS, it needs an efficient scheduling method based on those different QoSs. This paper shows the performance comparisons of several different packet scheduling schemes for minimizing the mean delay over the downlink of High-speed Portable Internet system to support the packet data service. Simulation results show that proposed scheme superior to other schemes at side throughput and data loss rate.

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Run-to-Run Process Control and the Analysis of Process Parameters using Design of Experiment in Surface Finishing (실험계획법에 의한 파라미터 분석과 Run to Run 제어를 이용한 폴리싱 공정 제어)

  • 안병운;박성준;이상조;윤종학
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2004.10a
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    • pp.92-96
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    • 2004
  • In this paper, polishing method using bonded magnetic abrasive particle has been applied to the micro mold polishing. Through process control using the Run-to-Run control, it tried to form the surface roughness In order to grasp the influence of the surface roughness which is reached by selection of control factor and the factor, a design of experiment was been processed. The study is processed with a purpose of to embody and to maintain the surface roughness of nano scale by the basis of an influence between a control factor and the factors which has been selected in this way. As a result, the result of the process control converged at a target value of surface roughness Ra 10nm and Rmax 50nm

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An Adaptive Synthetic Control Chart for Detecting Shifts in the Process Mean (공정평균 이동을 탐지하기 위한 적응 합성 관리도)

  • Lim Taejin
    • Journal of Korean Society for Quality Management
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    • v.32 no.4
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    • pp.169-183
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    • 2004
  • The synthetic control chart (SCC) proposed by Wu and Spedding (2000) is to detect shifts in the process mean. The performance was re-evaluated by Davis and Woodall (2002), and the steady-state average run length (ARL) performance was shown to be inferior to cumulative sum (CUSUM) or exponentially weighted moving average (EWMA) chart This paper proposes a simple adaptive scheme to improve the performance of the synthetic control chart. That is, once a non-conforming (NC) sample occurs, we investigate the next L-consecutive samples with larger sample sizes and shorter sampling intervals. We employ a Markov chain model to derive the ARL and the average time to s19na1 (ATS). We also propose a statistical design procedure for determining decision variables. Comprehensive comparative study shows that the proposed control chart is uniformly superior to the original SCC or double sampling (DS) Χ chart and comparable to the EWMA chart in ATS performance.

Study on Prediction of Drill Breakage using Spindle and Z-axis Motor Currents (주축 및 Z축 모터전류를 이용한 드릴파손 예측에 관한 연구)

  • Kim, Hwa-Young;Ahn, Jung-Hwan
    • Journal of the Korean Society for Precision Engineering
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    • v.16 no.7
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    • pp.101-108
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    • 1999
  • A reliable and practical monitoring of drill breakage is a crucial technique in automatic machining system. In this study, a real-time monitoring system was developed to predict drill breakage using both spindle and z-axis motor current. Drill breakage is monitored by detecting the level of residual motor current which is obtained through the moving average filter algorithm. The residual exhibits a feature of sharp decrease just before drill breakage. Therefore, drill breakage can be predicted by detecting this characteristic of residual component. Z-axis motor current is better to predict the drill breakage than spindle motor current, because the former is faster in response than the latter when drill breakage is occurred. The evaluation experiments have shown that the developed monitoring system works very well.

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