• 제목/요약/키워드: Maintenance monitoring

검색결과 1,326건 처리시간 0.026초

고소지역 작업현장에서 공중선 상태 진단 모듈 기반 정비 지원 장치 개발 (Development of a Diagnostic Module Based Maintenance Support Device for Fiber Optic Telecommunication Cable in Overhead Region)

  • 김희철
    • 한국전자통신학회논문지
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    • 제9권4호
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    • pp.469-474
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    • 2014
  • 전신주에 설치된 난립 통신선로의 포설 상태를 모니터링하고, 정비용 부가정보 수단을 제공할 수 있는 현장 모니터링 지원 시스템을 개발한다. 공중선로 정비 지원을 위한 모니터링 모듈 및 정보 처리 어플리케이션을 적용 임베디드 시스템을 제작한다. 본 연구에서는 정부의 공중선 정비 종합계획에 따라 작업 안전사고 예방 지원 장치로 보급하기 위한 대도시 공중선 정비 사업에 즉시 활용하고, 고소 공사 편의 및 작업자의 정비 효율성을 제고하는데 목적을 둔다.

On the Establishment of LSTM-based Predictive Maintenance Platform to Secure The Operational Reliability of ICT/Cold-Chain Unmanned Storage

  • Sunwoo Hwang;Youngmin Kim
    • International journal of advanced smart convergence
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    • 제12권3호
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    • pp.221-232
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    • 2023
  • Recently, due to the expansion of the logistics industry, demand for logistics automation equipment is increasing. The modern logistics industry is a high-tech industry that combines various technologies. In general, as various technologies are grafted, the complexity of the system increases, and the occurrence rate of defects and failures also increases. As such, it is time for a predictive maintenance model specialized for logistics automation equipment. In this paper, in order to secure the operational reliability of the ICT/Cold-Chain Unmanned Storage, a predictive maintenance system was implemented based on the LSTM model. In this paper, a server for data management, such as collection and monitoring, and an analysis server that notifies the monitoring server through data-based failure and defect analysis are separately distinguished. The predictive maintenance platform presented in this paper works by collecting data and receiving data based on RabbitMQ, loading data in an InMemory method using Redis, and managing snapshot data DB in real time. The predictive maintenance platform can contribute to securing reliability by identifying potential failures and defects that may occur in the operation of the ICT/Cold-Chain Unmanned Storage in the future.

LonWorks-based Distributed Monitoring and Control for Predictive Maintenance (PM)

  • Park, Gi-Heung
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2001년도 ICCAS
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    • pp.150.3-150
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    • 2001
  • Requirements for Distributed Monitoring and Control Networks (DMCN) differ greatly from those of typical data networks. Specifically, any DMCN technology which employs a fieldbus protocol is different from If network protocol TCP/IP. In general, one needs to integrate fieldbus protocol and TCP/IP to realize DMCN over IP network or internet Interoperability between devices and equipments is essential to enhance the quality and the performance of predictive maintenance (PM). This paper suggests a basic framework for LonWorks-based DMCN over IP network and a method to guarantee interoperability between devices and equipments.

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Iterative damage index method for structural health monitoring

  • You, Taesun;Gardoni, Paolo;Hurlebaus, Stefan
    • Structural Monitoring and Maintenance
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    • 제1권1호
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    • pp.89-110
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    • 2014
  • Structural Health Monitoring (SHM) is an effective alternative to conventional inspections which are time-consuming and subjective. SHM can detect damage early and reduce maintenance cost and thereby help reduce the likelihood of catastrophic structural events to infrastructure such as bridges. After reviewing the Damage Index Method (DIM), an Iterative Damage Index Method (IDIM) is proposed to improve the accuracy of damage detection. These two damage detection techniques are compared based on damage on two structures, a simply supported beam and a pedestrian bridge. Compared to the traditional damage detection algorithm, the proposed IDIM is shown to be less arbitrary and more accurate.

The needs for advanced sensor technologies in risk assessment of civil infrastructures

  • Fujino, Yozo;Siringoringo, Dionysius M.;Abe, Masato
    • Smart Structures and Systems
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    • 제5권2호
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    • pp.173-191
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    • 2009
  • Civil infrastructures are always subjected to various types of hazard and deterioration. These conditions require systematic efforts to assess the exposure and vulnerability of infrastructure, as well as producing strategic countermeasures to reduce the risks. This paper describes the needs for and concept of advanced sensor technologies for risk assessment of civil infrastructure in Japan. Backgrounds of the infrastructure problems such as natural disasters, difficult environment, limited resource for maintenance, and increasing requirement for safety are discussed. The paper presents a concept of risk assessment, which is defined as a combination of hazard and structural vulnerability assessment. An overview of current practices and research activities toward implementing the concept is presented. This includes implementation of structural health monitoring (SHM) systems for environment and natural disaster prevention, improvement of stock management, and prevention of structural failure.

장기 계측 시스템의 변형률 측정 센서에 대한 실험적 비교 (An Experimental Comparison of Strain Measurement Sensors in Long-Term Monitoring Systems)

  • 정희영;이창수
    • 한국구조물진단유지관리공학회 논문집
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    • 제4권4호
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    • pp.191-199
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    • 2000
  • Since a few decade ago, there has been a demand on the safety monitoring of civil infrastructures, such as bridges, in order to prevent possibly occurrable disaster due to human negligence. The main cause for a failure or collapse of structures is absolutely a structural crack. For the reason, it is necessary to monitor the propagation of a structural crack. But a crack in bridges is gradually propagating with the traffic loads through the long term. There are lots of sensors to monitor structural cracks on bridges, but much information about them was not given so far. Therefore, in this study, the experimental comparison for long-term monitoring sensors, especially, strain measurement sensors, in terms of duration, temperature dependency, accuracy was made extensively.

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