• Title/Summary/Keyword: control data

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Real-Time Characteristic Analysis of a DCS Communication Network for Nuclear Power Plants (원자력 발전소 분산 제어 시스템을 위한 네트워크의 실시간 특성 해석)

  • Lee, Sung-Woo;Yim, Han-Suck
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.48 no.5
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    • pp.650-657
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    • 1999
  • In this paper, a real-time communication method using a PICNET-NP(Plant Instrumentation and Control Network for Nuclear Power plant) is proposed with an analysis of the control network requirements of DCS(Distributed Control System) in unclear power plants. The method satisfies deadline in case of worst data traffics by considering aperiodic and periodic real-time data and others.

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Recognition of Control Chart Pattern using Bi-Directional Kohonen Network and Artificial Neural Network (Bi-Directional Kohonen Network와 인공신경망을 사용한 관리도 패턴 인식)

  • Yun, Jae-Jun;Park, Cheong-Sool;Kim, Jun-Seok;Baek, Jun-Geol
    • Journal of the Korea Society for Simulation
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    • v.20 no.4
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    • pp.115-125
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    • 2011
  • Manufacturing companies usually manage the process to achieve high quality using various types of control chart in statistical process control. When an assignable cause occurs in a process, the data in the control chart changes with different patterns by the specific causes. It is important in process control to classify the CCP (Control Chart Pattern) recognition for fast decision making. In former research, gathered data from process used to apply as raw data, leads to degrade the performance of recognizer and to decrease the learning speed. Therefore, feature based recognizer, employing feature extraction method, has been studied to enhance the classification accuracy and to reduce the dimension of data. We propose the method to extract features that take the distances between CCP data and reference vector generated from BDK (Bi-Directional Kohonen Network). We utilize those features as the input vectors in ANN (Artificial Neural Network) and compare with raw data applied ANN to evaluate the performance.

A Study on DDS (Data Distribution Service) Application for Real-time Monitoring and Control in Operation Console of the Railway Safety Control Platform (철도 안전관제 통합콘솔에서의 실시간 감시 및 통제를 위한 DDS 적용방안 연구)

  • So, Jaegeol;Shin, Kwang-Ho;Ahn, Jin
    • Journal of The Korean Society For Urban Railway
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    • v.6 no.4
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    • pp.279-286
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    • 2018
  • Recently, a safety control platform to monitor the safety of train operation in real time and prevent accidents and risks through control is under study. In the initial design, DDS communication method supporting distributed network is adopted for real-time processing of large amount of data according to the integration of existing distributed safety data. However, communication between server and console inside the safety control platform is applied to existing TCP socket communication. In the case of TCP socket communication, it is possible to process data for a small system of a safety control test bed by one-to-one communication. However, if the data is expanded all over the country in the future, it becomes difficult to cope with a case where communication traffic occurs due to vast amount of data. In this paper, we propose DDS communication method to support distributed network between server and console of security control platform, and demonstrate TCP socket and DDS method, and compare throughput and speed. As a result, we have found that the scalability and flexibility are improved in case of applying DDS communication to future systems.

A Study of Time Optimal Control for Nonlinear Sampled-data Contral Systems (비선형이산치계의 최적시간제어에 관한 연구)

  • Hee young Chun
    • 전기의세계
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    • v.26 no.2
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    • pp.84-88
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    • 1977
  • In this paper we apply the maximum principle to design of time optimal nonlinear sampled-data control systems. We introduce the general design procedures and the mathematical formalas for time optimal processes and trajectories. Then we show the application of the technique to determine the optimal control signal, control sequence, switching time and sampling period to the given 4th order process.

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Statistical process control of dye solution stream using spectrophotometer

  • Lee, Won-Jae;Cho, Gyo-Young
    • Journal of the Korean Data and Information Science Society
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    • v.21 no.6
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    • pp.1289-1303
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    • 2010
  • The need for statistical process control to check the performance of a process is becoming more important in chemical and pharmaceutical industries. This study illustrates the method to determine whether a process is in control and how to produce and interpret control charts. In the experiment, a stream of green dyed water and a stream of pure water were continuously mixed in the process. The concentration of the dye solution was measured before and after the mixer via a spectrophotometer. The in-line mixer provided benefits to the dye and water mixture but not for the stock dye solution. The control charts were analyzed, and the pre-mixer process was in control for both the stock and mixed solutions. The R and X-bar charts showed virtually all of the points within control limits, and there were no patterns in the X-bar charts to suggest nonrandom data. However, the post-mixer process was shown to be out of control. While the R charts showed variability within the control limits, the X-bar charts were out of control and showed a steady increase in values, suggesting that the data was nonrandom. This steady increase in dye concentration was due to discontinuous, non-steady state flow. To improve the experiment in the future, a mixer could be inserted into the stock dye tank. The mixer would ensure that the dye concentration of the stock solution is more uniform prior to entering the pre-mixer ow cell. Overall, this would create a better standard to judge the water and dye mixture data against as well.

A Review on the Quality Control of Marine Fish Data (해양어류 자료의 정도관리에 대한 고찰)

  • LEE, HWAHYUN;SOHN, DONGWHA;KIM, SUAM
    • The Sea:JOURNAL OF THE KOREAN SOCIETY OF OCEANOGRAPHY
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    • v.26 no.3
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    • pp.277-289
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    • 2021
  • Among various data types obtained from the ocean, the quality controls for abiotic data collected from chemical, physical, and geological field surveys haves already been partially established. Due to the difficulties in standardization of the data collections and basic analyses, however, the quality controls of biotic data are in its early stage. For marine fish, the necessity of quality control is more demanded due to the wide range of data usage, but there are currently no consistent quality control guidelines because of the diversity and scope of data types derived from species-specific and age-specific information throughout various habitats. In this paper, we provide examples of marine fish data utilization and also show methods of the marine fish data collection, limitations of the data collection methods, and suggestions for improving the marine fish data quality. We hope this paper will help to establish the direction of quality control for marine fish data from both fishery-dependent and fishery-independent surveys in Korea in the near future.

Development of data processing module of intelligent sensor (지능형 센서의 데이터 처리 모듈 개발)

  • Kim, In-Uk;Lim, Dong-Jin
    • Proceedings of the KIEE Conference
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    • 1999.07b
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    • pp.954-956
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    • 1999
  • In the case of using sensor in the industrial control systems, the location of sensor is not close to the system which utilizes the sensor data. Two main functions of intelligent sensor are data processing and communication. In this paper, we will show that the developed result of intelligent sensor, which process the sensor data inside of the sensor module, except for the communication function. For this, we refered to the Profibus and Fieldbus Foundation standard.

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A Study on the Autocorrelation function for Markov Modulated Gaussian Process (마코프 조정 가우시안과정의 자기상관함수에 관한 연구)

  • 이혜연;장중순;신용백
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.25 no.6
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    • pp.1-6
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    • 2002
  • Most of process data control have been designed under the assumption that there are independence between observed data. However, it has been difficult to apply the traditional method to realtime data because they are autocorrelated, and they are not normally distributed. And the more, they have fluctuating means. Already the control method for these data was proposed by Markov Modulated Gaussian Process. Therefore, this study take into account MMGP's traits especially for the MMGP's autocorrelation.

Nurses' Perception of Accreditation, Awareness and Performance of Infection Control in an Accredited Healthcare System (간호사의 의료기관인증제 인식, 감염관리 인지도 및 수행도)

  • Hong, Moon-Hee;Park, Ju-Young
    • Journal of Korean Academy of Nursing Administration
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    • v.22 no.2
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    • pp.167-177
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    • 2016
  • Purpose: This study was conducted to provide basic data necessary to develop a program to improve infection control by examining nurses' perception of accreditation and by identifying its relationship with awareness and performance of infection control. Methods: This cross-sectional study was performed using questionnaires. Data were collected from 210 nurses who were working at one hospital between May 14 and May 19, 2015. Data were analyzed using SPAW. Results: The mean score for nurses' perception of accreditation was 3.10 points out of 5 points. Score for awareness of infection control was $4.63{\pm}0.39$ points and for performance of infection control, $4.39{\pm}0.39$ points. There were significant positive correlation among perception of accreditation, awareness of infection control, and performance of infection control. In the regression analysis, performance of infection control was influenced by awareness of infection control which accounted for 42.6% of the variance. It also showed additional improvement of 1.4% of the variance by when perception of accreditation was added. Conclusion: The result of this study show that nurses' perception of accreditation is relatively positive and that performance of infection control is highly enhanced according to nurses' positive recognition of accreditation as well as attaching importance to accreditation.

A Study on Constant-Speed Position Control of Solid Freeform Fabrication System (임의형상가공시스템의 정속위치제어)

  • Jung, Yong-Rae;Ko, Min-Kook;Kim, Seung-Woo
    • Proceedings of the KIEE Conference
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    • 2002.11c
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    • pp.75-78
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    • 2002
  • SFFS(Solid Freeform Fabrication System) is commercializing to rapid prototyping concept in world-wide some corporations including the States, have much technological problems yet and need new mode for agile solid freeform fabrication as well as prototyping. In this paper, we design an automatic control algorithm that the cutting path of laser beam, on the SFFS, is controlled with constant speed. The designed algorithm for constant-speed path control is implemented and experimented in the $CAFL^{VM}$ (Computer Aided Fabrication of Lamination for Various Material) system, the new SFFS which is developed in this paper. Its process is an automated fabrication method in which a 3D object is constructed from STL(SToreoLithography) 2D data, derived from CAD 3D image, by sequentially laminating the part cross-sections. The constant-speed path control is started from the STL data. After STL file is modified in data format to be available for control. The fabrication of the 2D part is, with constant speed, conducted from the 23 position data by laser beam. we confirm its high-performance through experiment results from the application into $CAFL^{VM}$ system.

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