• 제목/요약/키워드: Process Control Model

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Dynamic Simulation of AGC/LPC Synthetical System for Hot Strip Finishing Mill

  • Wang, Xiaoying;Wang, Jingcheng
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제8권1호
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    • pp.24-30
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    • 2008
  • A simulation of hot strip finishing mill automatic gauge control (AGC) system is built, which is divided into four modules such as rolling mill system, AGC module, looper system and strip model. The rolling mill system is built by mechanism modeling, the looper system and strip model are built by function modeling, and the AGC model is tried to use intelligent control of a multi-function AGC system. The target is attempted to use this simulation object to minimize finisher exit strip thickness deviation resulting from strip entry thickness disturbance and rolling force deviation. Simulation results show that the result of this AGC/LPC synthetical system module simulation is quite close to the actual result. The simulation system can also analyze most kinds of disturbance which affect the rolling process. It is proved that the system can represent practical situation of hot strip finishing mill process control, and be used as a basic platform of research and development for researcher and engineer.

페푸프 제어 시스템을 위한 퍼지-신경망 기방 고장 진단 시스템의 개발 (Development of Neuro-Fuzzy-Based Fault Diagnostic System for Closed-Loop Control system)

  • 김성호;이성룡;강정규
    • 제어로봇시스템학회논문지
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    • 제7권6호
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    • pp.494-501
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    • 2001
  • In this paper an ANFIS(Adativo Neuro-Fuzzy Inference System)- based fault detection and diagnosis for a closed loop control system is proposed. The proposed diagnostic system contains two ANFIS. One is run as a parallel model within the model in closed loop control(MCL) and the other is run as a series-parallel model within the process in closed loop(PCL) for the generation of relevant symptoms for fault diagnosis. These symptoms are further processed by another classification logic with simple rules and neural network for process and controller fault diagnosis. Experimental results for a DC shunt motor control system illustrate the effectiveness of the proposed diagnostic scheme.

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Shape control of cable structures considering concurrent/sequence control

  • Shon, Sudeok;Kwan, Alan S.;Lee, Seungjae
    • Structural Engineering and Mechanics
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    • 제52권5호
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    • pp.919-935
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    • 2014
  • In this study, the control of the shape of pre-stressed cable structures and the effective control element were examined. The process of deriving the displacement control equations using the force method was explained, and the concurrent control scheme (CCS) and the sequence control scheme (SCS) were proposed. To explain the control scheme process, the quadrilateral cable net model was adopted and classified into a regular model and an irregular model for the analysis of the control results. In the control analysis of the regular model, the CCS and SCS analysis results proved reliable. For the SCS, the errors occur in the control stage and varied according to the control sequence. In the control analysis of the irregular model, the CCS analysis result also proved relatively reliable, and the SCS analysis result with the correction of errors in each stage was found nearly consistent with the target shape after the control. Finally, to investigate an effective control element, the Geiger cable dome was adopted. A set of non-redundant elements was evaluated in the reduced row echelon form of a coefficient matrix of control equations. Important elements for shape control were also evaluated using overlapping elements in the element sets, which were selected based on cable adjustments.

공정보증을 위한 가속시험 합격판정 관리도 (An Accelerated Test Acceptance Control Chart for Process Quality Assurance)

  • Kim Jong Gurl
    • 대한안전경영과학회지
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    • 제1권1호
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    • pp.123-134
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    • 1999
  • There are several models for process quality assurance by quality system (ISO 9000), process capability analysis, acceptance control chart and so on. When a high level process capability has been achieved, it takes a long time to monitor the process shift, so it is sometimes necessary to develop a quicker monitoring system. To achieve a quicker quality assurance model for high-reliability process, this paper presents a model for process quality assurance when the fraction nonconforming is very small. We design an acceptance control chart based on variable quality characteristic and time-censored accelerated testing. The distribution of the characteristics is assumed to be normal or lognormal with a location parameter of the distribution that is a linear function of a stress. The design parameters are sample size, control limits and sample proportions allocated to low stress. These paramaters are obtained under minimization of the relative variance of the MLE of location parameter subject to APL and RPL constraints.

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추세가 있는 공정에서 이계자기회귀 모형을 이용한 EPC와 EWMA의 통합시스템 (An Integrated System of EWMA and EPC Using Second-order Autoregressed Model in the Process with Trend)

  • 정해운
    • 대한안전경영과학회지
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    • 제7권2호
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    • pp.141-151
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    • 2005
  • EPC seeks to minimize variability by transferring the output variable to a related process input(controllable) variable, while SPC seeks to reduce variability by detecting and eliminating assignable causes of variation. In the case of product control, a very reasonable objective is to try to minimize the variance of the output deviations from the target or set point. We consider an alternative EPC model with second-order autoregressive disturbance. We compare three control systems; EPC, EPC combined with EWMA. This paper shows through simulation that tlhe performance of the integrated model of EPC and EWMA is more preferable than that of EPC.

제품, 프로세스, 통제 관점의 통합된 보안평가 모델 (A Security Evaluation Model in Aspects of Product, Process and Control)

  • 이지은;최병주
    • 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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    • 제11권2호
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    • pp.192-207
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    • 2005
  • 정보 보호에 대한 평가가 중요시 되고 있으며 보안 평가 방법론이 제안되었다. 이러한 보안 평가 방법론들은 크게 제품, 프로세스, 통제 중심의 세 가지 관점으로 분류될 수 있다본 논문에서는 제품, 프로세스, 통제 각기 하나의 관점에서 보안 평가할 때에 발생하는 문제점과 위협의 실례를 파악한다. 이 문제점을 해결하기 위하여 제품, 프로세스, 통제의 세 가지 관점을 통합한 보안평가 모델을 제안한다.

CUSUM of Squares Chart for the Detection of Variance Change in the Process

  • Lee, Jeong-Hyeong;Cho, Sin-Sup;Kim, Jae-Joo
    • 품질경영학회지
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    • 제26권1호
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    • pp.126-142
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    • 1998
  • Traditional statistical process control(SPC) assumes that consective observations from a process are independent. In industrial practice, however, observations are ofter serially correlated. A common a, pp.oach to building control charts for autocorrelatd data is to a, pp.y classical SPC to the residuals from a time series model fitted. Unfortunately, one cannot completely escape the effects of autocorrelation by using charts based on residuals of time series model. For the detection of variance change in the process we propose a CUSUM of squares control chart which does not require the model identification. The proposed CUSUM of squares chart and the conventional control charts are compared by a Monte Carlo simulation. It is shown that the CUSUM of squares chart is more effective in the presence of dependency in the processes.

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시스템 식별을 이용한 GMA 용접 시스템의 동적 제어 모델링과 용융지폭 제어 (Dynamic control modeling of the GMA welding system using the system identification and weld pool width control)

  • 김동철;이세헌;엄기원
    • 한국정밀공학회지
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    • 제14권4호
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    • pp.97-103
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    • 1997
  • Designing a feedback controller requires a dynamic model of the process to be controlled. But the GMA welding process models have not been fully developed for many reasons such as complexity of the welding process and lack of reliable sensors. Because of the complexity of the welding system, we obtained a dynamic model for control using system identification routines, rather than derived a model from fundamental physical laws. The controller was designed based on the experimentally derived linear dynamic model of the welding process. In order to demonstrate application of the designed controller, the simulation was carried out.

워크플로우 마이닝을 위한 워크플로우 최적 축소 모델 (Minimal Workflow Model for Workflow Mining)

  • 박민재;원재강;김창민;김광훈
    • 인터넷정보학회논문지
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    • 제6권6호
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    • pp.57-69
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    • 2005
  • 본 논문에서는 워크플로우 프로세스 재발견 문제를 해결하기 위한 적절한 해결책으로 워크플로우 최적 축소 모델을 제안한다. 워크플로우 최적 축소 모델은 워크플로우 최적 축소 넷으로 표현할 수 있다. ICN(Information Control Net) 모델링 기법으로 표현되는 프로세스 모델은 ICN을 구성하고 있는 액티비티 사이의 액티비티 의존성에 따라 적절한 알고리즘의 적용으로 액티비티 의존 넷을 구성할 수 있다. 워크플로우 최적 넷 또한 액티비티 의존 넷의 몇 가지 속성에 대한 알고리즘 적용으로 찾아낼 수 있으며, 찾아낸 워크플로우 최적 넷을 프로세스 재발견 문제를 해결하기 위한 방안으로 제안하며, 프로세스 개선에도 의미를 둘 수 있다.

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Neural Networks Based Identification and Control of a Large Flexible Antenna

  • Sasaki, Minoru;Murase, Takuya;Ukita, Nobuharu
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.1711-1716
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    • 2004
  • This paper presents identification and control of a 10-m antenna via accelerometers and angle encoder data. Artificial Neural Networks can be used effectively for the identification and control of nonlinear dynamical system such as a large flexible antenna. Some identification results are shown and compared with the results of conventional prediction error method. And we use a neural network inverse model for control the large flexible antenna. In the neural network inverse model, a neural network is trained, using supervised learning, to develop an inverse model of the antenna. The network input is the process output, and the network output is the corresponding process input. The control results show the validation of the ANN approach for identification and control of the 10-m flexible antenna.

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