• Title/Summary/Keyword: 예측 유지보수

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Real-Time Object Detection System Based on Background Modeling in Infrared Images (적외선영상에서 배경모델링 기반의 실시간 객체 탐지 시스템)

  • Park, Chang-Han;Lee, Jae-Ik
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.46 no.4
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    • pp.102-110
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    • 2009
  • In this paper, we propose an object detection method for real-time in infrared (IR) images and PowerPC (PPC) and H/W design based on field programmable gate array (FPGA). An open H/W architecture has the advantages, such as easy transplantation of HW and S/W, support of compatibility and scalability for specification of current and previous versions, common module design using standardized design, and convenience of management and maintenance. Proposed background modeling for an open H/W architecture design decreases size of search area to construct a sparse block template of search area in IR images. We also apply to compensate for motion compensation when image moves in previous and current frames of IR sensor. Separation method of background and objects apply to adaptive values through time analysis of pixel intensity. Method of clutter reduction to appear near separated objects applies to median filter. Methods of background modeling, object detection, median filter, labeling, merge in the design embedded system execute in PFC processor. Based on experimental results, proposed method showed real-time object detection through global motion compensation and background modeling in the proposed embedded system.

Integrity Assessment for Reinforced Concrete Structures Using Fuzzy Decision Making (퍼지의사결정을 이용한 RC구조물의 건전성평가)

  • 손용우;정영채;김종길
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.17 no.2
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    • pp.131-140
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    • 2004
  • It really needs fuzzy decision making of integrity assessment considering about both durability and load carrying capacity for maintenance and administration, such as repairing and reinforcing. This thesis shows efficient models about reinforced concrete structure using CART-ANFIS. It compares and analyzes decision trees parts of expert system, using the theory of fuzzy, and applying damage & diagnosis at reinforced concrete structure and decision trees of integrity assessment using established artificial neural. Decided the theory of reinforcement design for recovery of durability at damaged concrete & the theory of reinforcement design for increasing load carrying capacity keep stability of damage and detection. It is more efficient maintenance and administration at reinforced concrete for using integrity assessment model of this study and can carry out predicting cost of life cycle.

A Study on Vehicle Tracking System for Intelligent Transport System (지능형 교통시스템을 위한 자동차 추적에 관한 연구)

  • Seo, Chang-Jin;Yang, Hwang-Kyu
    • Journal of the Korean Institute of Intelligent Systems
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    • v.14 no.1
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    • pp.63-68
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    • 2004
  • In this paper, we propose a method about the extraction of vehicle and tracking trajectory for moving vehicle tracking system in road. This system applied to the monitoring system of the traffic flow for ATMS(advanced traffic management system) of ITS(intelligent transport system). Also, this system can solve the problem of maintenance of loop sensor. And we detected vehicle using differential image analysis. Because of the road environment changes by real time. Therefore, the method to use background image is not suitable. And we used Kalman filter and innovation value and variable search area for vehicle tracking system. Previous method using fixed search area is sensitive to the moving trajectory and the speed of vehicle. Simulation results show that proposed method increases the possibility of traffic measurement more than fixed area traffic measurement system.

Design and Implementation of Real-Time Indirect Health Monitoring System for the Availability of Physical Systems and Minimizing Cyber Attack Damage (사이버 공격 대비 가동 물리장치에 대한 실시간 간접 상태감시시스템 설계 및 구현)

  • Kim, Hongjun
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.29 no.6
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    • pp.1403-1412
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    • 2019
  • Effect of damage and loss cost for downtime is huge, if physical devices such as turbines, pipe, and storage tanks are in the abnormal state originated from not only aging, but also cyber attacks on the control and monitoring system like PLC (Programmable Logic Controller). To improve availability and dependability of the physical devices, we design and implement an indirect health monitoring system which sense temperature, acceleration, current, etc. indirectly, and put sensor data into Influx DB in real-time. Then, the actual performance of detecting abnormal state is shown using the indirect health monitoring system. Analyzing data are acquired using the real-time indirect health monitoring system, abnormal state and security threats can be double-monitored and lower maintenance cost utilizing prognostics and health management.

The Trend Analysis of Technology Development for Auxiliary Power Supply of Electric Vehicle (전동차 보조전원장치의 기술개발 동향 분석)

  • Han, Young-Jae;Jo, Jeong-Min;Lee, Jin-Ho;Lee, Chul-Ung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.11
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    • pp.7957-7963
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    • 2015
  • R&D trend for Auxiliary Power Supply(APU) of electric vehicle can be well understood by analyzing patents at home and abroad. Based on this trend analysis, domestic technology development direction is proposed. To get technique trend, patents of Korea, Japan, Europe and America published until February of 2014 are analyzed by WIPS DB. First, power converter and transformer two big category are classified. Power converter can be classified into resonant DC to DC converter and resonant Half bridge inverter; transformer can be classified into high frequency transformer, ferrite transformer and matching transformer. By analyzing R&D trend of different counties, companies and years, specific technology needed to be developed and trend of technology can be accurately grasped.

Electrochemical characteristics of WC-27NiCr and WC-10Co4Cr coated Al bronze (WC-27NiCr과 WC-10Co4Cr로 코팅된 동합금의 전기화학적 특성)

  • Kim, Min-Seong;Park, Jae-Cheol;Jang, Seok-Gi;Kim, Seong-Jong
    • Proceedings of the Korean Institute of Surface Engineering Conference
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    • 2011.05a
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    • pp.80-80
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    • 2011
  • 세계 기후 변화와 불안정한 유가 변화에 대응하고 국내산업의 저탄소 녹색성장을 위해 신재생에너지 개발이 활발하게 이루어지고 있다. 해양에너지 중에서 조류발전은 대규모 댐을 건설할 필요가 없어 비용이 적게 소요되고 특히 날씨 변화나 계절에 관계가 없고, 발전량이 예측 가능하므로 신뢰성 있는 에너지원으로 적용이 가능하다. 조류발전기 블레이드에 폴리머계 복합재료와 스테인리스강이 대부분인데, 이 재료는 특정 회사에서만 제작 가능하며, 충격에 약하고, 균열전파 속도가 빠르며, 대단히 고가이며, 수입에 의존하고 있는 실정이다. 이러한 조류발전에 사용되는 블레이드는 가혹한 부식, 캐비테이션 그리고 침식환경에 노출되어 있어 내구성이 우수한 제품개발이 대단히 중요하며, 조류발전 블레이드를 동합금으로 제작시, 내식성이 뛰어나며 구리의 특성상 해양생물 서식을 방지할 수 있고, 내캐비테이션 특성, 내구성, 가공성 및 유지보수가 용이한 장점이 있다. 이러한 동합금에 WC-27NiCr와 WC-10Co4Cr를 초고속 화염용사(HVOF)를 이용하여 코팅층의 캐비테이션 특성 및 전기화학적 거동을 연구하였다. 본 연구에서는 조류발전용 블레이드의 재료로 사용하려는 동합금에 WC-27NiCr와 WC-10Co4Cr이 용사코팅된 시험편을 사용하였다. 다채널 부식시험기인 WonA-tech WMPG-1000을 이용하여, 자연전위를 측정하였으며, 분극실험은 자체 제작한 홀더를 사용하여 $0.3318cm^2$를 노출 시켜 실험하였다. 기준전극은 은/염화은 전극을, 대극은 백금 전극을 사용하였다. 양분극과 음분극 실험을 통해 개로전위에서의 부식거동을 확인하였고, 정전위 실험도 실시하였다. 실험 종료 후 3D현미경 및 전자주사현미경(SEM)을 사용하여 코팅층 표면의 손상거동을 관찰하였다. 캐비테이션 실험은 ASTM-G32 규정에 의거하여 압전효과를 용한 진동발생 장치(RB 111-CE)를 사용하였다. 수조는 전기화학적 부식의 영향을 고려하여 아크릴로 제작하였고, 시험편은 실험장비에 맞게 파인커팅머신을 이용하여 $20mm{\times}20mm$로 절단하여 사용하였으며 혼과 대향하도록 하여 1mm 간격을 두어 실험하였다. 실험 실시 전, 미소전자저울을 사용하여 무게감소량을 측정하였으며 표면관찰을 통하여 캐비테이션 거동을 관찰하였다.

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Signal-based Fault Diagnosis Algorithm of Control Surfaces of Small Fixed-wing Aircraft (소형 고정익기의 신호기반 조종면 고장진단 알고리즘)

  • Kim, Jihwan;Goo, Yunsung;Lee, Hyeongcheol
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.40 no.12
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    • pp.1040-1047
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    • 2012
  • This paper presents a fault diagnosis algorithm of control surfaces of small fixed-wing aircraft to reduce maintenance cost or to improve repair efficiency by estimation of fault occurrence or part replacement periods. The proposed fault diagnosis algorithm consists of ANPSD (Averaged Normalized Power Spectral Density), PCA (Principle Component Analysis), and GC (Geometric Classifier). ANPSD is used for frequency-domain vibration testing. PCA has advantage to extract compressed information from ANPSD. GC has good properties to minimize errors of the fault detection and isolation. The algorithm was verified by the accelerometer measurements of the scaled normal and faulty ailerons and the test results show that the algorithm is suitable for the detection and isolation of the control surface faults. This paper also proposes solutions for some kind of implementation problems.

Estimation of Resilient River Water Use Criteria Using Margin of Safety(MOS) (안전율(MOS) 개념을 고려한 탄력적 하천수 사용허가 기준유량 산정)

  • Ryoo, Kyong Sik;Park, Jung Eun;Lim, Kwang Suop
    • Proceedings of the Korea Water Resources Association Conference
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    • 2017.05a
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    • pp.359-359
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    • 2017
  • 하천관리청은 유량변동이 큰 환경에서도 평상시 하천의 기능을 유지하고 안정적인 용수공급이 이루어지도록 하천수 허가관리를 수행하고 있다. 이때, 하천수 사용허가 검토시 기준으로 사용되는 유량은 자연상태의 기준갈수량에서 하천유지유량을 감안하여 적용하고 있는데, 이는 하천유량의 변동에도 최대 용수수요를 만족할 수 있게끔 관리하기 위한 것으로 최대 사용량일 때의 물의 과부족을 계산하여 허가 여부를 결정한다. 본 연구에서는 Park et al.(2016)이 제안한 시기별(홍수기/이수기, 비관개기/관개기 고려) 하천수 사용허가 기준유량 설정방법을 기반으로, 수질오염총량제(Total Maximum Daily Loads, TMDLs)에서 적용하는 안전율(Margin of Safety, MOS)의 개념을 접목하여 허가기준유량의 불확실성을 정량적으로 고려할 수 있는 방법을 제시하였다. 허가기준 유량은 수문모델에 의해 자연상태의 모의유량을 유황분석하여 도출하게 되므로 유량의 연도별 변도성(Margin of Variability, MOV)과 예측모델 매개변수의 불확실성(Margin of Uncertainty, MOU)을 고려하는 Walker Jr.(2003)의 안전율 산정방법을 적용하였다. 본 연구에서는 금호강 유역을 대상으로 시기별 자연유량 산정시 고려한 SWAT 모형결과를 기반으로 하였으며, 모의자료의 변이계수를 산정하여 시간적 변동성에 의한 불확실성을 도출하고 SWAT-CUP모형을 활용하여 모형의 불확실성을 도출하여 안전율을 계산하였다. 단, 기준갈수량이 허가기준유량으로 사용되는 기간(1월 1일~3월 31일)에는 안전율까지 고려할 경우 지나치게 보수적이라고 판단되어 적용에서 제외하였다. 본 연구에서 제안된 불확실성을 고려한 하천수 관리방법론은 시기별 하천수 허가기준유량 설정에 대한 의사결정자들의 판단을 지원하는데 기여함으로써 정책적 활용도를 높일 뿐만아니라 탄력적인 하천유량관리를 위한 기초연구로 활용될 수 있을 것이며, 타 분야 기술과의 융합이라는 점에서도 의의를 가질 수 있을 것으로 생각된다.

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Economic Analysis on Transshipment and the Gauge-Adjustable System for Trans-Continental Container Transportation (대륙연계 컨테이너 수송을 위한 환적방식과 궤간가변방식의 경제성 비교)

  • Chung, Kwang Woo
    • Journal of the Korean Society for Railway
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    • v.17 no.5
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    • pp.373-380
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    • 2014
  • With a view to the commercialization of the Korean automatic variable-gauge bogie in the Eurasia railway system, the aim of this research was to perform an economic analysis concerning the possible introduction and operation of this bogie at the present time. For this purpose, we compared the possible types of freight connection service for container transportation, transshipment and the gauge-adjustable system, estimating the total life-cycle cost (LCC) incurred by each system, depending on type and quantity, over the whole process of acquisition, operation, maintenance and disposal. Based on this, we presented a case-by case analysis. Furthermore, in estimating economic feasibility, we analyzed the cost-benefit ratio taking into account not only the objective LCC, but also the reduced time required for the gauge-change and customer convenience. After estimating the LCC and analyzing the cost-benefit ratio of the respective systems, we demonstrated the economic superiority of view of the gauge adjustable system.

Detection of Levee Displacement and Estimation of Vulnerability of Levee Using Remote Sening (원격탐사를 이용한 하천 제방 변위량 측정과 취약지점 선별)

  • Bang, Young Jun;Jung, Hyo Jun;Lee, Seung Oh
    • Journal of Korean Society of Disaster and Security
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    • v.14 no.1
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    • pp.41-50
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    • 2021
  • As a method of predicting the displacement of river levee in advance, Differential Interferometry (D-InSAR) kind of InSAR techniques was used to identify weak points in the area of the levee collapes near Gumgok Bridge (Somjin River) in Namwon City, which occurred in the summer of 2020. As a result of analyzing the displacement using five images each in the spring and summer of 2020, the Variation Index (V) of area where the collapse occurred was larger than that of the other areas, so the prognostic sysmptoms was detected. If the levee monitoring system is realized by analyzing the correlations with displacement results and hydrometeorological factors, it will overcome the existing limitations of system and advance ultra-precise, automated river levee maintenance technology and improve national disaster management.