• 제목/요약/키워드: Failure simulation database

검색결과 20건 처리시간 0.031초

선박 기관시스템 보조기기의 상태기반 고장진단/예측을 위한 고장 모사 데이터베이스 구축 (A Study on the Development of a Failure Simulation Database for Condition Based Maintenance of Marine Engine System Auxiliary Equipment)

  • 김정영;이태현;이송호;이종직;신동민;이원균;김용진
    • 대한조선학회논문집
    • /
    • 제59권4호
    • /
    • pp.200-206
    • /
    • 2022
  • This study is to develop database by an experimental method for the development of condition based maintenance for auxiliary equipment in marine engine systems. Existing ships have been performing regular maintenance, so the actual measurement data development is very incomplete. Therefore, it is best to develop a database on land tests. In this paper, a database developed by an experimental method is presented. First, failure case analysis and reliability analysis were performed to select a failure mode. For the failure simulation test, a test bed for land testing was developed. The failure simulation test was performed based on the failure simulation scenario in which the failure simulation test plan was defined. A 1.5TB failure simulation database has been developed, and it is expected to serve as a basis for ship failure diagnosis and prediction algorithm model development.

그래프 데이터베이스 기반 AMI 네트워크 장애 분석 (AMI Network Failure Analysis based on Graph Database)

  • 정우철;전문석;최도현
    • 융합정보논문지
    • /
    • 제10권7호
    • /
    • pp.41-48
    • /
    • 2020
  • 최근 전국 각 지역 AMI(Advanced Metering Infrastructure) 원격검침 시스템의 보급사업이 활성화되고 있으며, 전력수요 관리를 위한 양방향 통신 및 보안 요금제 기능 등 다양한 계량 기능을 제공하고 있다. 현재 AMI 시스템은 새로운 내부 IoT 장비 및 네트워크 규모의 증가로 인해 기존 RDB(Relational Database) 기반 장애 분석이 어렵다. 본 연구는 기존 RDB 데이터를 활용하는 새로운 GDB(Graph Database)기반 장애 분석 방법을 제안한다. 내부 임계치와 상태 값 등 누적된 데이터를 통해 새로운 장애 패턴의 상관관계를 분석한다. GDB 기반 시뮬레이션 결과 RDB에서 분석이 어려웠던 새로운 장애 패턴을 예측할 수 있음을 확인하였다.

와이블 분포를 이용한 배전설비기기의 시변 고장률 분석 (Analyzing of the Time varying failure rate of components of power distribution system using Weibull distribution)

  • 이희태;김재철;문종필;박창호
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2003년도 추계학술대회 논문집 전력기술부문
    • /
    • pp.272-274
    • /
    • 2003
  • Distribution system reliability evaluation estimates by approach methods such as Makove modelling or Monte Carlo simulation, equation of state and failure rate that is on one basic data used to these assessment technique is described as probability of average value. because average failure rate equipment device is aged as time goes by but there is shortcoming that such used failure rate does not evaluate thing which is correct in reliability change hereafter. In this paper, failure rate displayed that apply aging to basis equipment device by passing time using Weibull distribution one of life evaluation method and for express aging of component from utility's failure database.

  • PDF

도시철도 화재$\cdot$단전시 최적 열차운행을 위한 통합운영체계 구축방안에 관한 연구 (A Case study on the plan for the ESC integrating optimized train operation system for Fire & power failure accident in subway)

  • 김영욱;최세완;김용규
    • 한국철도학회:학술대회논문집
    • /
    • 한국철도학회 2004년도 추계학술대회 논문집
    • /
    • pp.1185-1192
    • /
    • 2004
  • Recently heavy traffic is getting worse because increasing population of transportation in urban area. In order to solve this problem. subway is realized with high speed, high density, highly efficiency. When fire accident happened in Dae-Gu subway in February 2003, there happened loss of people and lots of damage because of not being able to control even though fire alarm which was set up in the station rang. This thesis has constructed a simulation integrating operation system using a Database construction, operating program analysis in order to build up the most efficient train operation system. The result of simulation integrating operation system with emergency virtual situation like station and train fire, train failure, power line failure, all trains running on the rail were secured safety by train operation control system. With integrating operation of each train control system, train system, power system, machine facility system, the most efficient integrating operation system should have been constructed at the time the subway fire and power failure broke out.

  • PDF

Experimental and numerical study on the collapse failure of long-span transmission tower-line systems subjected to extremely severe earthquakes

  • Tian, Li;Fu, Zhaoyang;Pan, Haiyang;Ma, Ruisheng;Liu, Yuping
    • Earthquakes and Structures
    • /
    • 제16권5호
    • /
    • pp.513-522
    • /
    • 2019
  • A long-span transmission tower-line system is indispensable for long-distance electricity transmission across a large river or valley; hence, the failure of this system, especially the collapse of the supporting towers, has serious impacts on power grids. To ensure the safety and reliability of transmission systems, this study experimentally and numerically investigates the collapse failure of a 220 kV long-span transmission tower-line system subjected to severe earthquakes. A 1:20 scale model of a transmission tower-line system is constructed in this research, and shaking table tests are carried out. Furthermore, numerical studies are conducted in ABAQUS by using the Tian-Ma-Qu material model, the results of which are compared with the experimental findings. Good agreement is found between the experimental and numerical results, showing that the numerical simulation based on the Tian-Ma-Qu material model is able to predict the weak points and collapse process of the long-span transmission tower-line system. The failure of diagonal members at weak points constitutes the collapse-inducing factor, and the ultimate capacity and weakest segment vary with different seismic wave excitations. This research can further enrich the database for the seismic performance of long-span transmission tower-line systems.

Simulation of PZT monitoring of reinforced concrete beams retrofitted with CFRP

  • Providakis, C.P.;Triantafillou, T.C.;Karabalis, D.;Papanicolaou, A.;Stefanaki, K.;Tsantilis, A.;Tzoura, E.
    • Smart Structures and Systems
    • /
    • 제14권5호
    • /
    • pp.811-830
    • /
    • 2014
  • A numerical study has been carried out to simulate an innovative monitoring procedure to detect and localize damage in reinforced concrete beams retrofitted with carbon fiber reinforced polymer (CFRP) unidirectional laminates. The main novelty of the present simulation is its ability to conduct the electromechanical admittance monitoring technique by considerably compressing the amount of data required for damage detection and localization. A FEM simulation of electromechanical admittance-based sensing technique was employed by applying lead zirconate titanate (PZT) transducers to acquire impedance spectrum signatures. Response surface methodology (RSM) is finally adopted as a tool for solving inverse problems to estimate the location and size of damaged areas from the relationship between damage and electromechanical admittance changes computed at PZT transducer surfaces. This statistical metamodel technique allows polynomial models to be produced without requiring complicated modeling or numerous data sets after the generation of damage, leading to considerably lower cost of creating diagnostic database. Finally, a numerical example is carried out regarding a steel-reinforced concrete (RC) beam model monotonically loaded up to its failure which is also retrofitted by a CFRP laminate to verify the validity of the present metamodeling monitoring technique. The load-carrying capacity of concrete is predicted in the present paper by utilizing an Ottosen-type failure surface in order to better take into account the passive confinement behavior of retrofitted concrete material under the application of FRP laminate.

데이터베이스 시스템을 이용한 탄소강의 피로강도 및 수명분포 (A Study on the Fatigue Strength and Life Distribution of Carbon Steel Using the Database System)

  • 김정규;문준호;김도식
    • 한국강구조학회 논문집
    • /
    • 제10권1호통권34호
    • /
    • pp.37-45
    • /
    • 1998
  • 기계 및 구조물의 안전성과 신뢰성 평가를 위하여 금속재료의 피로강도 데이터베이스 시스템을 구축하고, 이를 이용하여 금속재료의 피로수명 분포특성을 검토하였다. 종속도를 이용하여 구성한 관계형 피로강도 데이터베이스 시스템은 일련의 데이터 관리 및 해석작업을 효율적으로 수행하였다. 또한 Robust 방법과 보상오차함수(complementary error function)를 이용한 3-파라미터 Weibull분포의 파라미터 추정법 및 비파손확률를 검토하기 위하여 제안된 새로운 기준식의 타당성을 검토하였다. 조합분포모델을 이용하여 부하응력비와 Weibull분포의 파라미터 항으로 나타낸 피로수명 분포식은 탄소강의 P-R-N 특성을 해석함에 있어서 좋은 결과를 보였다.

  • PDF

신경회로망과 PCH을 이용한 재형상 비행제어기 (Development of a Reconfigurable Flight Controller Using Neural Networks and PCH)

  • 김낙완;김응태;이장호
    • 제어로봇시스템학회논문지
    • /
    • 제13권5호
    • /
    • pp.422-428
    • /
    • 2007
  • This paper presents a neural network based adaptive control approach to a reconfigurable flight control law that keeps handling qualities in the presence of faults or failures to the control surfaces of an aircraft. This approach removes the need for system identification for control reallocation after a failure and the need for an accurate aerodynamic database for flight control design, thereby reducing the cost and time required to develope a reconfigurable flight controller. Neural networks address the problem caused by uncertainties in modeling an aircraft and pseudo control hedging deals with the nonlinearity in actuators and the reconfiguration of a flight controller. The effect of the reconfigurable flight control law is illustrated in results of a nonlinear simulation of an unmanned aerial vehicle Durumi-II.

Comparative analysis among deterministic and stochastic collision damage models for oil tanker and bulk carrier reliability

  • Campanile, A.;Piscopo, V.;Scamardella, A.
    • International Journal of Naval Architecture and Ocean Engineering
    • /
    • 제10권1호
    • /
    • pp.21-36
    • /
    • 2018
  • The incidence of collision damage models on oil tanker and bulk carrier reliability is investigated considering the IACS deterministic model against GOALDS/IMO database statistics for collision events, substantiating the probabilistic model. Statistical properties of hull girder residual strength are determined by Monte Carlo simulation, based on random generation of damage dimensions and a modified form of incremental-iterative method, to account for neutral axis rotation and equilibrium of horizontal bending moment, due to cross-section asymmetry after collision events. Reliability analysis is performed, to investigate the incidence of collision penetration depth and height statistical properties on hull girder sagging/hogging failure probabilities. Besides, the incidence of corrosion on hull girder residual strength and reliability is also discussed, focussing on gross, hull girder net and local net scantlings, respectively. The ISSC double hull oil tanker and single side bulk carrier, assumed as test cases in the ISSC 2012 report, are taken as reference ships.

망기반 부분분산형 이동성 관리 메커니즘 및 성능분석 (Network-Based Partially-Distributed Mobility Management Mechanism and Performance Evaluation)

  • 기장근;이규대
    • 한국인터넷방송통신학회논문지
    • /
    • 제14권6호
    • /
    • pp.75-84
    • /
    • 2014
  • 과부하 및 단일장애점(Single Point of Failure), 경로 비최적화, 망 확장성 등의 문제점을 가지고 있는 기존 중앙 집중형 이동성 관리 프로토콜들의 문제점을 해결하기 위해 최근 IETF를 중심으로 분산 이동성 관리 방안이 활발히 연구되고 있다. 본 논문에서는 망기반 부분분산형 이동성 관리 메커니즘 pDMMv6를 제시하고, 시뮬레이션을 통해 다양한 사용자 트래픽 환경에서 기존의 PMIPv6 및 MIPv6 프로토콜과의 성능 비교를 수행하였다. 성능분석 결과로는 UDP 트래픽의 전송율, 단대단 패킷 전송지연시간, 신호 메시지 바인딩 지연시간, 노드별 CPU 점유율 및 다양한 서버-클라이언트 TCP 응용에 따른 응답시간(웹 브라우징, 이메일 송수신, 텔넷 원격접속, FTP 파일전송, 데이터베이스 액세스 등)들을 제시하였다.