• Title/Summary/Keyword: Diagnosis System Development

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A study of Partial Discharge Condition Monitoring Equipment In the Ultra High Voltage Gas-Insulated Switchgear(GIS) for Digital Sub-station application (디지털 변전소 적용을 위한 초고압 GIS 부분방전 상태감시장치 개발 연구)

  • Kim, Young-Noh;Cho, Young-Jun;Choi, Chul-Gang;Hwang, Chul-Min;Choi, Jae-Ok;Gang, Chang-Won
    • Proceedings of the KIEE Conference
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    • 2008.07a
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    • pp.1380-1381
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    • 2008
  • By applying the digital sub-station, the change of various protect and measuring equipments has been applying. This paper is analyzed that the development of GIS partial discharge condition monitoring equipment is suited to the electricity IT technology and digital sub-station. It's constitution apply to be able to suit the data to high rank for GIS partial discharge condition monitoring equipment that is suited digital sub-station and Watch-dog module that be able to monitor the inner communication of the GIS partial discharge equipment. And then it also be able to apply of GIS partial discharge equipment when digital sub-station is applied.

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Development of Preventive Diagnosis Techniques for Transformer Oil by Capacitive Sensor (전기용량형 센서를 이용한 변압기 절연유 열화진단용 예방진단기법 개발)

  • Kim, Ju-Han;Han, Sang-Ok
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.2061_2062
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    • 2009
  • Within serviced period of time in transformer, thermal stress is the most influential parameter affecting the aging behavior of an insulation system. The thermal stress on the insulation system may occur from operation in a high temperature environment due to Joule's heat at winding coils. This paper describes a development of capacitive sensor and preventive diagnosis techniques for electrical insulating oil, widely used for power and distribution transformer. To survey the dielectric properties of the virgin and used mineral insulating oil, we utilized the highly precise measuring system of KRISS. And the results were used to determine the design factors of the sensor. To evaluate diagnosis by the sensor, we performed accelerated aging test about insulating oils. The condition of aged specimens were investigated by measurements of relative permittivity i.e. capacitance change by capacitive sensor.

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Intelligent Software System for the Advanced Control Room of a Nuclear Power Plant

  • Chang, Soon-Heung;Park, Seong-Soo;Park, Jin-Kyun;Gyunyoung Heo;Kim, Han-Gon
    • Proceedings of the Korean Nuclear Society Conference
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    • 1997.10a
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    • pp.443-448
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    • 1997
  • The intelligent software system for nuclear power plants (NPPs) has been conceptually designed in this study. Its design goals are to operate NPPs in n improved manner and to support operators' cognitive tasks. It consists of six major modules such as "Information Processing," "Alarm Processing," "Procedure Tracking," "Performance Diagnosis," and "Event Diagnosis" modules for operators and "Malfunction Diagnosis" module for maintenance personnel. Most of the modules have been developed for several years and the others are under development. After the completion of development, they will be combined into one system that would be main parts of advanced control rooms in NPPs. that would be main parts of advanced control rooms in NPPs.

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A Study on the Development of Finger Fault Diagnosis System for Industrial Robots (산업용 로보트의 손가락고장 진단시스템 개발에 관한 연구)

  • 김병석;송수정
    • Journal of the Korean Society of Safety
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    • v.10 no.3
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    • pp.110-114
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    • 1995
  • Bacause of increasing the use in Industrial robots, the accident rate has been increasing now a days. The prediction of accident could be very hard as there are so many factors which occured accident. Removing the accident factors in industrial robots can be diagnosed by the human experts who are very familiar with in those area. The purpose of this study is a development of finger fault diagnosis system for industrial robots. We have many problems such as a long time to get the expert knowledge and the number of expert to be limited. To solve these problems lots of investment and time are required, and then the exepert system to finger fault diagnosis for industrial robots can be applied.

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User Interface Application for Cancer Classification using Histopathology Images

  • Naeem, Tayyaba;Qamar, Shamweel;Park, Peom
    • Journal of the Korean Society of Systems Engineering
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    • v.17 no.2
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    • pp.91-97
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    • 2021
  • User interface for cancer classification system is a software application with clinician's friendly tools and functions to diagnose cancer from pathology images. Pathology evolved from manual diagnosis to computer-aided diagnosis with the help of Artificial Intelligence tools and algorithms. In this paper, we explained each block of the project life cycle for the implementation of automated breast cancer classification software using AI and machine learning algorithms to classify normal and invasive breast histology images. The system was designed to help the pathologists in an automatic and efficient diagnosis of breast cancer. To design the classification model, Hematoxylin and Eosin (H&E) stained breast histology images were obtained from the ICIAR Breast Cancer challenge. These images are stain normalized to minimize the error that can occur during model training due to pathological stains. The normalized dataset was fed into the ResNet-34 for the classification of normal and invasive breast cancer images. ResNet-34 gave 94% accuracy, 93% F Score, 95% of model Recall, and 91% precision.

Development of Shearing Machine Fault & Safety Diagnosis System Using Expert System (Expert System을 이용한 전단기 고장 및 안전진단 시스템 구축)

  • 강경식;나승훈;정영득;박재현
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.20 no.44
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    • pp.475-483
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    • 1997
  • Industrial safety management program consists of three part which is education, technology and control. The effectiveness of industrial safety control program rely on the ability of controlling hardware system, technology and software, training and management. How to design and develop the sharing machine fault and safety diagnosis system using expert system technique is presented on this paper.

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Development of Continuous Monitoring System for Generator Stator Insulations (발전기 고정자 권선 절연상태의 상시 감시 시스템 개발)

  • Shin, Byoung-Chol;Hwang, Don-Ha;Kim, Yong-Joo;Kim, Jeong-Woo
    • Proceedings of the KIEE Conference
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    • 1999.07e
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    • pp.2212-2214
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    • 1999
  • In this paper, a novel Generator On-line Diagnosis System (GODS) is proposed. This system monitors the insulation condition of the stator winding by on-line measurements of partial discharge (PD). Sensor, such as SSC (Stator Slot Coupler) and RFCT (Radio Frequency Current Transformer) are used for PD measurement. PD signals are continuously measured and digitized with a high speed A/D converter to build the database of the generator's insulation condition. Also this system can communicate with the central monitoring system via RS-485. This helps more efficient operation and maintenance of the generator.

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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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The Application Technique on AI and Statistical Analysis of 3d-PD (3d-PD의 통계적 고찰과 신경망 응용기술)

  • Lim, Jang-Seob;Park, Yong-Sik;Choi, Byoung-Ha;Han, Sok-Kyun
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2001.05a
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    • pp.66-70
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    • 2001
  • The partial discharge testing is widely used in diagnostic measuring technology because it gives low stress to power equipment which is undertaken tests. Therefore it is very useful method compare to previous destructive methods and effective diagnosis method in power system that requires on-line/on-site diagnosis. But partial discharges have very complex characteristics of discharge pattern, so it is required continuous research to development of precise analysis method. In recent, the study of partial discharge is carrying out discover of initial defect of power equipment through condition diagnosis and system development of degradation diagnosis using HFPD(High Frequency Partial Discharge) detection. In this study, simulated system is manufactured and HFPD occurred from those simulator is measured with broad-band antenna in real time, the degradation grade of system is analyzed through produced patterns in simulated target according to the AI/statistics processing.

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The Development and Response Characteristic Analysis of Dam Jerk Diagnosis System Using Ultrasonic Sensor (초음파 센서를 이용한 담적(痰積)진단시스템의 설계와 응답특성)

  • Lee, Yong-Heum;Shin, Tae-Min;Lee, Qyoun-Jung
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.55 no.4
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    • pp.189-194
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    • 2006
  • Dam jerk causes a chronic stomach disorder. The number of the patient of the Dam jerk increase in these days. However, there are no objective and quantitative study for a diagnosis of Dam jerk. Therefore, we designed diagnosis system using ultrasonic response signal for a diagnosis of Dam jerk. It was used to collect the response signal that is reflected at Dam jerk region of the abdominal. And then, the response signal at the Dam jerk region is 20% higher than the normal region. In the result. we could prove the reliability of the system.