• Title/Summary/Keyword: 이상 감지 시스템

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Distributed State Estimation Algorithm for Power Distribution System (배전계통을 위한 분산형 상태추정 알고리즘)

  • Lee, S.S.;Park, J.K.;Moon, S.I.;Yoon, Y.T.;Moon, Y.H.
    • Proceedings of the KIEE Conference
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    • 2005.11b
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    • pp.274-276
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    • 2005
  • 배전계통 상태추정이란 배전계통을 운영하고 제어하기 위하여 모선전압, 선로조류, 모선부하와 같은 상태변수들의 측정된 값을 이용하여 여러가지 운영에 필요한 정보를 활용하고 배전계통으로부터 측정치에 기초하여 미지의 상태변수들을 추정하는 것이다. 변전소 제어센터에 있는 SCADA 시스템은 실시간으로 배전계통을 모니터링하고 제어하기 위하여 전력계통을 주기적으로 스캔하고 엄청난 양의 데이터를 획득하여 처리한다. 이들 측정값들은 유효전력, 무효전력, 전압, 전류, 스위치나 차단기의 상태들이다. 이들 데이터들은 중앙전력계통 제어센터나 지역제어센터로부터 산발되어 있는 정보를 대부분 RTU를 통하여 획득하게 된다. 이러한 이유로 배전계통의 상태추정은 송전계통과는 달리 배전계통 자체가 토폴로지상으로 산발되어 있을 뿐만 아니라 대규모이기 때문에 분산형으로 구성하여 처리하는 알고리즘을 필요로 한다. 본 논문에서는 배전계통에 대한 분산형 상태추정기의 알고리즘을 제안하고자 한다.

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Dairy Cattle Health-Care System for Stable Supply of Dairy Products (유제품의 안정적인 공급을 위한 젖소건강관리 시스템)

  • Lee, Seung-bin;Lee, Hae-seong;Jeong, No-Kwon;Jeon, Byeong-kyu;Lee, Sang-moon
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2015.01a
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    • pp.89-92
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    • 2015
  • 최근 국내 유제품 수요는 인구의 고령화, 학교급식 소비의 감소, 대체음료 시장의 성장 그리고 출산율 저하라는 여러 가지 영향에 기인하여 줄고 있다. 반대로 수입 유제품의 수요, 특히 치즈에 있어서는 눈에 띄는 성장을 보여 국내 낙농업 시장은 안타까운 실정이다. 뿐만 아니라 공급에 있어서는 계절적인 원유 수급불안 현상, 수입증가, 농가이탈에 의한 생산기반의 위축으로 인해 안정적으로 국내 낙농업 시장의 활성화가 필요한 시점이다. 이 논문에서는 낙농가에서 가장 중요한 젖소의 건강 관리(발정기, 맥박감지)를 통합해 유량을 늘리는 방안을 제시하여 낙농업계의 활성화를 목표로 한다.

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Optimization for RFID Based on Construction Material Management System Using Genetic Algorithm (Genetic Algorithm을 이용한 RFID 건설 자재 관리 시스템 최적화)

  • Kim, Chang-Yoon;Kim, Hyoung-Kwn;Han, Seung-Heon;Park, Sang-Hyuk
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • 2006.11a
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    • pp.511-514
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    • 2006
  • Material Management is one of the most important task in construction projects. More than 50% of the cost in a construction project is related to material management process. Material management method using RFID(Radio Frequency Identification) is now trying to the construction field. However, there are no enough researches on effective material management in terms of how and where RFID transponder should be installed and there are no other research that which optimization method can be used for effective installation. Therefore, this paper suggest that where and how RFID transponder can be installed on the appropriate position in construction fields using Genetic Algorithm optimization method.

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Advanced flame quality indicator for emission control (저공해 연소를 위한 화염진단장치의 특성)

  • Kim, Jong-Won;Lee, Sang-Ho;Park, Kee-Bae;Sim, Kyu-Sung
    • Journal of Sensor Science and Technology
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    • v.5 no.6
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    • pp.43-50
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    • 1996
  • It is very important to improve the combustion efficiency and reduce pollutant emission in order to save energy and environment. Especially, thermal NOx has been reduced through monitoring burner flame, because the thermal NOx is strongly related to flame characteristics. In this work, a flame-monitoring system was fabricated with photodiode, optical fiber, interference filter and data acquisition system, and it was applied to a lab-scale methane combustion system and a testing facility. Flame intensity and mean frequency increased with increasing turbulent intensity and fuel loading. The sensor signal from flame fluctuations differed from that without flame, which showed the availability af the flame scanner to find the presence of flame. NOx emissions increased with flame intensity.

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A Study on Electrolysis Sterilization Device (전해 살균장치 설계에 관한 연구)

  • Kim, Gwan-Hyung;Jean, Jae-Hwan;Kim, Sung-Hyun;Lee, Jun-Yeon;Kang, Sung-In;Cho, Hyun-Cheol
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2010.05a
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    • pp.996-997
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    • 2010
  • This paper is designed for disinfection and sterilization devices, devices based on the monitoring operation to detect the internal fault diagnosis and design a disinfection device Sterilization device monitored the internal state of the TCP / IP-based communications using Ethernet can be managed remotely, the system presented.

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Annotation Method for Reliable Video Data (신뢰성 영상자료를 위한 어노테이션 기법)

  • Yun-Hee Kang;Taeun Kwon
    • Journal of Platform Technology
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    • v.12 no.1
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    • pp.77-84
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    • 2024
  • With the recent increase in the use of artificial intelligence, AI TRiSM data management within organizations has become important, and thus securing data reliability has emerged as an essential requirement for data-based decision-making. Digital content is transmitted through the unreliable Internet to the cloud where the digital content storage is located, then used in various applications. When detecting anomaly of data, it is difficult to provide a function to check content modification due to its damage in digital content systems. In this paper, we design a technique to guarantee the reliability of video data by expanding the function of data annotation. The designed annotation technique constitutes a prototype based on gRPC to handle a request and a response in a webUI that generates classification label and Merkle tree of given video data.

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Study on Factors for Passenger Risk in Railway Vehicle (철도차량내 승객 위험요소 선정 연구)

  • Park, Won-Hee;Park, Sung-Joon;Kim, Hyo-Jin;Kim, HanSaem;Oh, Sechan
    • Journal of the Society of Disaster Information
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    • v.17 no.4
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    • pp.733-746
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    • 2021
  • Purpose: This study was conducted for the purpose of selecting important events from among various events that may pose a risk to railway passengers. For this purpose, opinions of various railroad vehicle passengers and railway operator workers were investigated and analyzed. Method: The survey was conducted on 1,000 men and women in their 20s and 60s and 429 workers at 11 company across the country. A survey was conducted on the dangerous situations that may occur in subways, general railroads and high-speed rail vehicles targeting passengers. For railway operator workers, the questionnaire is limited to subway vehicles. Result: Among the passenger risk factors(abnormal behavior and dangerous situations) selected based on the frequency and importance of occurrence of passenger risk factors, the main risk factors are selected 'car door jamming', 'sexual harassment', 'intoxicating behavior', 'fighting' /assault', 'wandering around', and 'not wearing a mask'. Conclusion: The major risk factors affecting passengers were selected by surveying passengers and railway operators. we plan to develop a CCTV detection system with AI technology that can quickly and continuously detect the major risk factors of railway vehicles selected as a result of this study.

지역교차로 교통사고 자동검지시스템 개선을 위한 교차로 제 음향특성의 해석

  • Cho, Eul-Soo;Go, Young-Gwon;Kim, Jae-Yee
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.05a
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    • pp.789-792
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    • 2008
  • Actually, The present traffic accident detection system is subsisting limitation of accurate distinction under the crowded condition at intersection because the system depend upon mainly the image information at intersection and digital image processing techniques nearly all. To complement this insufficiency, this article aims to estimate the level of present technology and a realistic possibility by analyzing the acoustic characteristic of crash sound that we have to investigate for improvement of traffic accident detection rate at intersection. The skid sound of traffic accident is showed the special pattern at $1[kHz]{\sim}3[kHz}$ bandwidth when vehicles are almost never operated in and around intersection. Also, the frequency bandwidth of vehicle crash sound is showed sound pressure difference over 30[dB] higher than when there is no occurrence of traffic accident below 500[Hz].

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Development of a Video Caption Recognition System for Sport Event Broadcasting (스포츠 중계를 위한 자막 인식 시스템 개발)

  • Oh, Ju-Hyun
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.94-98
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    • 2009
  • A video caption recognition system has been developed for broadcasting sport events such as major league baseball. The purpose of the system is to translate the information expressed in English units such as miles per hour (MPH) to the international system of units (SI) such as km/h. The system detects the ball speed displayed in the video and recognizes the numerals. The ball speed is then converted to km/h and displayed by the following character generator (CG) system. Although neural-network based methods are widely used for character and numeral recognition, we use template matching to avoid the training process required before the broadcasting. With the proposed template matching method, the operator can cope with the situation when the caption’s appearance changed without any notification. Templates are configured by the operator with a captured screenshot of the first pitch with ball speed. Templates are updated with following correct recognition results. The accuracy of the recognition module is over 97%, which is still not enough for live broadcasting. When the recognition confidence is low, the system asks the operator for the correct recognition result. The operator chooses the right one using hot keys.

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Implementation of Web-based Performance Monitoring System for E-Mail Server (전자메일 서버의 웹 기반 성능 모니터링 시스템 구현)

  • Lee, Seung-Sup;Hwang, Min-Tae
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.17 no.9
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    • pp.2105-2112
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    • 2013
  • In this paper we implemented a web-based performance monitoring system for web mail server. For this system we derived performance monitoring items and fixed its threshold values for each measuring items. We used the SCOM 2007 server monitoring tool for collecting the performance data of web mail server and Exchange server management pack and server monitoring rules of SCOM 2007 to set the performance analysis parameters. We implemented this performance monitoring system using C# programming based on the ASP.NET framework. This system supports web-based performance report, failure report and resource availability report from the performance analysis results. Therefore the manager can easily detect the failures of web mail server in advance and decrease the number of failure over 60%. Also this system helps manager to minimize the recovery time when the failure occurs.