• Title/Summary/Keyword: Error monitoring system

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Monitoring of Chatter Vibration using Neural Network in Turning Operation (선삭가공 중 신경망을 이용한 채터진동의 감시)

  • Nam, Yong-Seak;Cho, Jong-Rae;Kim, Chae-Sil;Jung, Youn-Gyo
    • Journal of the Korean Society for Precision Engineering
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    • v.18 no.4
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    • pp.72-77
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    • 2001
  • Monitoring of the chatter vibration is necessarily required to do automatic manufacturing system. Therefore, we constructed a sensing system using tool dynamometer in order to monitor of chatter vibration on cutting process. Furthemore, an application of neural network using behavior of principal cutting force signals Is attempted. With the error back propagation trining process, the neural network memorized and classified the feature of principal cutting force signals. From obtained result, it is shown that the chatter vibration can be monitored effectively by neural network.

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Solvent Manufacturing Process Monitoring using Artificial Neural Networks

  • Lim, Chang-Gyoon
    • Journal of the Korean Institute of Intelligent Systems
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    • v.15 no.2
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    • pp.264-269
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    • 2005
  • Advances in sensors, actuators, and computers and developments In information systems offer unprecedented opportunities to implement highly ambitious automation, control and decision strategies. There are also new challenges and demands for control and automation in modern industrial practices. There is a growing need for an active participation from the information systems in industrial, manufacturing and process industry environments because currently there are many control problems. This paper provides pattern recognition to the monitoring system for solvent manufacturing process and shows performance in real-time response with multiple input signals. Data is teamed by a multilayer feedforward network trained by error-backpropagation. The two kinds of test results show that the trained network has the ability to show the current system status with different input data sets.

Development of an Portable Urine Glucose Monitoring System (휴대용 뇨당 측정 시스템의 개발)

  • 박호동;이경중;윤형로
    • Journal of Biomedical Engineering Research
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    • v.23 no.5
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    • pp.397-403
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    • 2002
  • Urine glucose monitoring system is a self-monitoring system that display the glucose level by non-invasive measurement method. In this paper, We developed a noninvasive urine glucose monitoring system that improved defects of urine glucose measurement with a colorimeter method and invasive blood glucose measurement method. This system consist of bio-chemical sensor for urine glucose measurements, signal detecting part, digital and signal analysis part, display part and power supplying part. The developed bio-chemical sensor for the measurement of urine glucose has good reproducibility, convenience of handing and can be mass-produced with cheap price. To evaluate the performance of the developed system, We performed the evaluation of confidence about the detection of glucose level by a comparison between a standard instrument in measuring glucose level and the developed system using standard glucose solutions mixed with urine. Standard error was 2.85282 from the evaluation of confidence based on regression analysis. Also, In analysis of S.D(standard deviation) and C.V(coefficient of validation) that are important parameters to evaluate system using bio-chemical sensor, S.D was 10% which falls under clinically valid value, 15%, and C.V was under 5%. Consequently from the above results, compared to blood glucose measurement, the system performance is satisfactory.

A Study on the Internet Remote Control System in the Distributed Environment (분산환경에 적합한 인터넷 원격제어 시스템에 관한 연구)

  • 엄한성;안병원;김현수;박영산;노영오;김윤식
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2003.05a
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    • pp.301-304
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    • 2003
  • Recently, the development of internet remote control system has been studied lively along with fast growth of internet. In this paper, we proposed the internet-based remote control and monitoring system using java platform. The apache web server that is now used worldwide was constructed for monitoring and controlling of an machine in administrator's web browser. We solved the limitation on security which is the biggest problem of internet control system due to strong security setting in web server. As a result of experiment which is used in the proposed remote internet control system, several time-delay occurred in internet. However, correct control result could be achieved without an error. And this system monitored informations of a RPM, temperature and the other condition in almost real time.

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A Study on the Power Monitoring System using GPS for Accurate Time Synchronization (GPS 정밀시각동기를 이용한 전력계통 모니터링 시스템에 관한 연구)

  • 김혁수;전성준;김기택
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.285-285
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    • 2000
  • A continuous and reliable electrical energy supply is the objective of any power system operation. A transmission line is the part of the power system where faults are most likely to happen. This paper describes the use of wavelet transform for analyzing power system fault transients in order to determine the fault location. Synchronized sampling was made possible by precise time receivers based on GPS time reference, and the sampled data were analyzed using wavelet transform. This paper describes a fault location monitoring system and fault locating algorithm with GPS, DSP processor, and data acquisition board, and presents some experimental results and error analysis.

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Development of Vibration Diagnosis System for Rotating Machinery Onboard Ships (선내 회전장비의 이상진동 진단 시스템 개발)

  • 김극수;최수현;백일국
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2001.11b
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    • pp.1067-1072
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    • 2001
  • In this study, the vibration diagnosis program for onboard machinery has been developed. The developed program includes signal monitoring module, system diagnosis module, and system modification module. The signal monitoring module is to monitor the vibration signal in time and frequency domains. And the system diagnosis module, which is developed by using Neural Network with error back propagation algorithm, can detect the abnormal symptom indicating the malfunction of the machinery onboard ships. The investigations of the developed system are presented through the experiment using Rotor Kit. Abnormal vibration signals are created by adding additional weight, manually misaligning the shaft, and loosening the bolts.

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Introduction of Intelligent System Model for Safety Monitoring in a High Pressure Filling Station Based on Sound Analysis (음향 분석 기반 고압가스 충전시설 안전점검 지능 시스템 모델)

  • Kim, Seong-Joo
    • Journal of the Korean Institute of Gas
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    • v.21 no.2
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    • pp.58-63
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    • 2017
  • Currently, the safety monitoring process in a complex plant environment is proceeded by human. Sometimes, human error that may occur in a filed causes an severe problem. This paper introduces new method of safety monitoring system using sound information and fuzzy theory that is one of intelligent theories, in order to recognize the status of plant environment. In this paper, the filling station of high pressure gas will be used as a test plant. The result system will be widely applied for more complex plant environments.

A Message Monitoring Framework for Tracing Messages on JBI-based Enterprise Service Bus (JBI 기반 ESB 환경에서 효과적인 메시지 추적을 위한 메시지모니터링 프레임워크)

  • Choi, Jae-Hyun;Park, Jae-Won;Lee, Nam-Yong
    • Journal of Information Technology Services
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    • v.9 no.2
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    • pp.179-192
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    • 2010
  • In order to resolve the problems of traditional Enterprise Application Integration (EAI) for system integration and to establish flexible enterprise IT environments, Enterprise Service Bus(ESB) which have distributed architecture and support Service Oriented Architecture(SOA) has introduced. Particularly, JBI which developed by the Java Community Process is most widely used to implement ESB for advantages of Java technology. In ESB based on JBI, reliable message delivery is very important to ensure stability of services and systems because it is a message driven architecture. But, it is difficult to verify messages and trace messages when system fault or service error occurred because JBI specification is not enough to address them. In this paper we has proposed the Message Monitoring Framework for JBI-based ESBs which for using in monitoring messages efficiently. It provides foundations for gathering and tracing message-related information about component installation, message exchange, service deploy by using proxy-based change tracking and delegation mechanism for data processing. The proxy which used in our solutions collects data about message automatically when it changed, and the delegation mechanism provides users flexibility for data processing. Also, we describe the performance evaluation results of our solution which is acceptable. We expect to it enables users to ensure reliability and stability of the JBI-based ESB by systematic monitoring and managing messages being used to interact among components.

Quantitative Analysis of Indomethacin by the Portable Near-Infrared (NIR) System (근적외분광분석법을 이용한 인도메타신의 정량분석)

  • 김도형;우영아;김효진
    • YAKHAK HOEJI
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    • v.47 no.5
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    • pp.261-265
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    • 2003
  • Near-infrared (NIR) system was used to determine rapidly and simply indomethacin in buffer solution for a dissolution test of tablets and capsules. Indomethacin standards were prepared ranging from 10 to 50 ppm using the mixture of phosphate buffer (pH 7.2) and water (1 : 4). The near-infrared (NIR) transmittance spectra of indomethacin standard solutions were collected by using a quartz cell in 1 mm and 2 mm pathlength. Partial least square regression (PLSR) was explored to develop calibration models over the spectral range 1100∼1700 nm. The model using 1 mm quartz cell was better than that using 2 mm quartz cell. The PLSR models developed gave standard error of prediction (SEP) of 0.858 ppm. In order to validate the developed calibration model, routine analysis was performed using another standard solutions. The NIR routine analysis showed good correlation with actual values. Standard error of prediction (SEP) is 1.414 ppm for 7 indomethacin samples in routine analysis and its error was permeable in the regulation of Korean Pharmacopoeia (VII). These results show the potential use of the real time monitoring for indomethacin during a dissolution test.

Fault Detection of Gantry Crane System By using Observation Technique (관측기법을 이용한 갠트리 크레인의 고장 진단)

  • 김환성;김명규;유삼상
    • Journal of Advanced Marine Engineering and Technology
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    • v.25 no.4
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    • pp.880-888
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    • 2001
  • This paper presents a fault detection asnd isolation algorithm for highly reliable gantry crane system. The algorithm is constructed by multiple PI observer technique, and the magnitude of actuator fault can be estimated by using integrated estimated output error. Also, the complex actuator and /or sensor fault can be detected and isolated by monitoring the integrated error and the estimated state error. Considering the actuator and/or the sensor fault, we verify that these fault can be detected and isolated through simulation. Lastly, we show a simple reliable control method by using the detected fault signal and an added observer.

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