• Title/Summary/Keyword: Operational fault

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Development Direction of Reliability-based ROK Amphibious Assault Vehicles (신뢰성 기반 한국군 차기 상륙돌격장갑차 발전방향)

  • Baek, Ilho;Bong, Jusung;Hur, Jangwook
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.20 no.2
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    • pp.14-22
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    • 2021
  • A plan for the development of reliability-based ROK amphibious assault vehicles is proposed. By analyzing the development case of the U.S. EFV, considerations for the successful development of the next-generation Korea Forces amphibious assault vehicle are presented. If the vehicle reliability can be improved to the level of the fourth highest priority electric unit for power units, suspensions, decelerators, and body groups, which have the highest priority among fault frequency items, a system level MTBF of 36.4%↑ can be achieved, and the operational availability can be increased by 3.5%↑. The next-generation amphibious assault vehicles must fulfill certain operating and performance requirements, the underlying systems must be built, and sequencing of the hybrid engine and the modular concept should be considered. Along with big-data- and machine-learning-based failure prediction, machine maintenance based on augmented reality/virtual reality and remote maintenance should be used to improve the ability to maintain combat readiness and reduce lifecycle costs.

A study on the bonding properties of YBCO coated conductors with stabilizer tape (안정화 선재의 YBCO 초전도 접합 특성)

  • Kim Tae-Hyung;Oh Sang-Soo;Ha Dong-Woo;Kim Ho-Sup;Ko Rock-Kil;Shin Hyung-Seop;Park Kyung-Chae
    • Progress in Superconductivity and Cryogenics
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    • v.8 no.3
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    • pp.23-26
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    • 2006
  • For mechanical and electrical stability and environment protection. Cu and stainless steel stabilizers are laminated to a Ag layer to produce a composite neutral-axis(N-A) architecture in which the YBCO layer is centered between the oxide buffered metallic substrate and stabilizer strip lamination. This architecture allows the wire to meet operational requirements including stresses at cryogenic temperature. winding tensions as well as mechanical bending requirements including thermal and electrical stability under fault current conditions. We have experimentally studied mechanical properties of the laminated stainless steel and Cu stabilizers on YBCO coated conductors. We have laminated YBCO coated conductors by continuous dipping soldering process. We have investigated lamination interface between solder and stabilizer of the YBCO coated conductor. We evaluated bonding properties. tensile / shear bonding strength. and peeling strength laminated YBCO coated conductors.

A study on the properties of SmBCO coated conductors with stabilizer tape (SmBCO 고온 초전도 선재의 안정화재 특성)

  • Kim, Tae-Hyung;Oh, Sang-Soo;Kim, Ho-Sup;Ko, Rock-Kil;Song, Kyu-Jeong;Ha, Hong-Soo;Lee, Nam-Jin;Park, Kyung-Chae;Ha, Dong-Woo
    • Progress in Superconductivity and Cryogenics
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    • v.9 no.3
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    • pp.9-12
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    • 2007
  • In this study. we searched for the mechanical and electrical properties of laminated coated conductors with stabilizer tape. Stabilizer tape plays a role for mechanical and electrical stability and environmental protection. Cu material stabilizer was laminated to Ag capping layer on SmBCO conductor layer. This architecture allows the wire to meet operational requirements including the stressless at cryogenic temperature and winding tension as well as mechanical bending requirements including thermal and electrical stability under fault current conditions. First, we have experimentally studied mechanical bonding properties of the laminated Cu stabilizers on SmBCO coated conductors. We have laminated SmBCO coated conductors by continuous dipping soldering process, Second, we have investigated electrical properties of the SmBCO coated conductors with stabilizer lamination. We evaluated bonding properties, peeling strength and critical current for laminated SmBCO coated conductors with Cu stabilizers.

A RFID-based Multi-Robot Management System for Maximizing Operational Efficiency (운용 효율성 극대화를 위한 RFID 기반 멀티 로봇 관리 시스템)

  • An, Sang-Sun;Shin, Sung-Oog;Lee, Jeong-Oog;Baik, Doo-Kwon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2008.05a
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    • pp.526-529
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    • 2008
  • 로봇의 응용과 활용분야는 현 산업의 주요 이슈가 되고 있다. 현재 싱글로봇의 효율적인 운용을 넘어 전체적인 공간탐색 효율 극대화와 넓은 공간에서 싱글 로봇간의 중복적인 공간 탐색을 최소화하기 위한 자동화된 멀티 로봇 운용 기법은 중요한 연구 주제로 부각되고 있다. 멀티 로봇을 효율적으로 운용하기 위해서는 멀티 로봇 시스템의 각 싱글 로봇의 움직임을 파악하여 효율적으로 업무를 할당 할 수 있는 관리체계가 필요하다. 멀티 로봇의 업무 할당과 중복 탐색 최소화를 위해 본 논문에서는 홈로봇(home robot)과 RFID 시스템을 이용한 멀티 로봇 운영 기법을 제안한다. 제안한 시스템은 로봇들의 Localization, Navigation 및 Mapping을 효율적으로 수행하기 위해 RFID를 활용하고 최적의 공간 할당을 위하여 홈로봇이 각각의 싱글 로봇을 효율적으로 관리한다. 제안된 멀티 로봇 시스템은 싱글 로봇 시스템과 비교하여 시스템 운영의 효율을 극대화할 수 있을 뿐만 아니라 각 싱글 로봇의 상태와 주변 상태를 고려한 fault-tolerance를 제공함으로써 로봇 운용의 신뢰성을 보장할 수 있다. 또한 시뮬레이션을 통해 제안한 시스템과 기존 시스템들을 비교하고 제안한 시스템의 효율성을 입증하였다.

A Study on FMEA Analysis Method for Fault Diagnosis and Predictive Maintenance of the Railway Systems (철도시스템 이상진단 및 예지정비를 위한 FMEA 분석 방안 연구)

  • Wang Seok Oh;Kyeong Hwa Kim;Jaehoon Kim
    • Journal of the Korean Society of Safety
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    • v.38 no.5
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    • pp.43-50
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    • 2023
  • With the advent of industrialization, consumers and end-users demand more reliable products. Meeting these demands requires a comprehensive approach, involving tasks such as market information collection, planning, reliable raw material procurement, accurate reliability design, and prediction, including various reliability tests. Moreover, this encompasses aspects like reliability management during manufacturing, operational maintenance, and systematic failure information collection, interpretation, and feedback. Improving product reliability requires prioritizing it from the initial development stage. Failure mode and effect analysis (FMEA) is a widely used method to increase product reliability. In this study, we reanalyzed using the FMEA method and proposed an improved method. Domestic railways lack an accurate measurement method or system for maintenance, so maintenance decisions rely on the opinions of experienced personnel, based on their experience with past faults. However, the current selection method is flawed as it relies on human experience and memory capacity, which are limited and ineffective. Therefore, in this study, we further specify qualitative contents to systematically accumulate failure modes based on the Failure Modes Table and create a standardized form based on the Master FMEA form to newly systematize it.

Outlier Detection and Labeling of Ship Main Engine using LSTM-AutoEncoder (LSTM-AutoEncoder를 활용한 선박 메인엔진의 이상 탐지 및 라벨링)

  • Dohee Kim;Yeongjae Han;Hyemee Kim;Seong-Phil Kang;Ki-Hun Kim;Hyerim Bae
    • The Journal of Bigdata
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    • v.7 no.1
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    • pp.125-137
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    • 2022
  • The transportation industry is one of the important industries due to the geographical requirements surrounded by the sea on three sides of Korea and the problem of resource poverty, which relies on imports for most of its resource consumption. Among them, the proportion of the shipping industry is large enough to account for most of the transportation industry, and maintenance in the shipping industry is also important in improving the operational efficiency and reducing costs of ships. However, currently, inspections are conducted every certain period of time for maintenance of ships, resulting in time and cost, and the cause is not properly identified. Therefore, in this study, the proposed methodology, LSTM-AutoEncoder, is used to detect abnormalities that may cause ship failure by considering the time of actual ship operation data. In addition, clustering is performed through clustering, and the potential causes of ship main engine failure are identified by grouping outlier by factor. This enables faster monitoring of various information on the ship and identifies the degree of abnormality. In addition, the current ship's fault monitoring system will be equipped with a concrete alarm point setting and a fault diagnosis system, and it will be able to help find the maintenance time.

Software Fault Detection and Removal Effort-based Reliability Estimation Model (소프트웨어 결함 발견 및 제거 노력 기반 신뢰성 추정 모델)

  • Kang, Myung-Muk;Gu, Tae-Wan;Baik, Jong-Moon
    • Journal of KIISE:Software and Applications
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    • v.37 no.7
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    • pp.536-547
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    • 2010
  • Relative importance and complexity of recent software is getting increased because the software is needed to provide considerable amount of functions and high performance. Therefore, developing reliable software is importantly issued. In order to develop reliable software, it is necessary to manage software reliability at the early phases, but most reliability estimation models are used at system or operational test phases. In order to develop highly reliable software, it is necessary to manage software reliability at the early test phases based on characteristic of the phases that is developers and testers are not separated and developers perform test and debug activities together. Therefore, a new reliability estimation model considering test and debug time together is necessarily needed. In this paper, we propose a new reliability estimation model to manage reliability of individual units from the early test phases and in order to show how to fit the model to actual data and usefulness, we collected industrial data and used it for the experiment.

A Study on the Design of Database to Improve the Capability of Managing Offshore Wind Power Plant (해상풍력 풍력시스템의 관리능력 향상을 위한 데이터베이스 설계에 관한 연구)

  • Kim, Do-Hyung;Kim, Chang-Suk;Kyong, Nam-Ho
    • Journal of the Korean Solar Energy Society
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    • v.30 no.3
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    • pp.65-70
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    • 2010
  • As for the present wind power industry, most of the computerization for monitoring and control is based on the traditional development methodology, but it is necessary to improve SCADA system since it has a phenomenon of backlog accumulation in the applicable aspect of back-data as well as in the operational aspect in the future. Especially for a system like offshore wind power where a superintendent cannot reside, it is desirable to operate a remote control system. Therefore, it is essential to establish a monitoring system with appropriate control and monitoring inevitably premised on the integrity and independence of data. As a result, a study was carried out on the modeling of offshore wind power data-centered database. In this paper, a logical data modeling method was proposed and designed to establish the database of offshore wind power. In order for designing the logical data modeling of an offshore wind power system, this study carried out an analysis of design elements for the database of offshore wind power and described considerations and problems as well. Through a comparative analysis of the final database of the newly-designed off-shore wind power system against the existing SCADA System, this study proposed a new direction to bring about progress toward a smart wind power system, showing a possibility of a service-oriented smart wind power system, such as future prediction, hindrance-cause examination and fault analyses, through the database integrating various control signals, geographical information and data about surrounding environments.

Development of a Safety Assessment Method using Detailed Structural Analysis for Iron-Manufacturing Plant Structures (상세구조해석을 이용한 제철설비구조물 안전성 평가 기술개발)

  • Lee, Man-Seung;Lee, Jae-Myung;Paik, Jeom-Kee
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.18 no.1
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    • pp.93-99
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    • 2005
  • Up to date, the life extension of industrial plant structures has been strongly required in the field of iron-manufacturing company, atomic or power generation company and so on. Fault monitoring, maintenance of aging structural components, safety assessment and residual life prediction may be recognized as typical and/or practical methods in terms of life extension methods. Based on the construction of damage scenario, precise analysis method and development of the risk or reliability assessment, a number of studies have been carried out in this viewpoint. In conjunction with the finite element analysis technique, a practical procedure for the safety assessment of iron-manufacturing plant structures was developed in this paper with a particular interest in furnace. By virtue of the detailed finite element analyses for blust furnace under an operational condition, the validity of the proposed procedure for safety assessment was presented.

Development of Avionics Hot Bench for Avionics System Integration Test (항공전자 시스템 통합시험장비 개발)

  • Kim, Jin-Hyuk;Lee, Sang-Chul;Ryu, Kwang-Su
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.36 no.5
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    • pp.507-513
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    • 2008
  • In this paper, we present a development of an Avionics Hot Bench(AHB) used for the verification of operational flight programs and fault analysis using various simulation and stimulation software. We propose an application of the open system architecture to develop the AHB which can be used for the development of a real aircraft avionics system. In the design of the AHB, to reduce the development period and cost we use as many as commercial off-the-shelf hardware and software items. The developed AHB is compared with the existing proven AHB which was used for T-50 avionics system development. Thorough comparison between the test results using the developed AHB and those using the existing AHB is performed and the overall comparison results are very satisfactory.