• Title/Summary/Keyword: Cause of failure

Search Result 2,137, Processing Time 0.034 seconds

Identify the Failure Mode of Weapon System (or equipment) using Machine Learning (Machine Learning을 이용한 무기 체계(or 구성품) 고장 유형 식별)

  • Park, Yun-Kyung;Lee, Hye-Won;Kim, Sang-Moon
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.19 no.8
    • /
    • pp.64-70
    • /
    • 2018
  • The development of weapon systems (or components) is hindered by the number of tests due to the limited development period and cost, which reduces the scale of accumulated data related to failures. Nevertheless, because a large amount of failure data and maintenance details during the operational period are managed by computerized data, the cause of failure of weapon systems (or components) can be analyzed using the data. On the other hand, analyzing the failure and maintenance details of various weapon systems is difficult because of the variation among groups and companies, and details of the cause of failure are described as unstructured text data. Fortunately, the recent developments of big data processing technology, machine learning algorithm, and improved HW computation ability have supported major research into various methods for processing the above unstructured data. In this paper, unstructured data related to the failure / maintenance of defense weapon systems (or components) is presented by applying doc2vec, a machine learning technique, to analyze the failure cases.

Requirements Development for Intermittent Failure Detection of an Avionics Backplane based on Physics-of-Failure (백플레인 형식 항전장비에서 발생하는 간헐결함 탐지를 위한 고장물리 기반의 요구도 개발)

  • Lee, Hoyong;Lee, Ighoon
    • Journal of the Korean Society for Aviation and Aeronautics
    • /
    • v.27 no.3
    • /
    • pp.15-23
    • /
    • 2019
  • This paper contains analyses and development processes of the requirements to detect the possible intermittent failure in an old avionics backplane. Interconnections for signal transmission between electronic components, such as Pin-to-PCB, FPCB-to-FPCB, pin-to-FPCB, and pint-to-wire, were selected as the main cause of intermittent failure by analyzing target equipment and documents. The possibility of detecting intermittent failures occurring in the target equipment is verified by physics-of-failure analyses. In order to verify the occurrence of intermittent failures and their detectability, latching continuity circuit testers were manufactured and accelerated life tests were performed by applying temperature and vibration cycle in consideration of flight conditions. Through the above process, the detection requirements for the major intermittent failure in the target avionics backplane was developed.

PCB Reliability Improvement Through HALT Test and Failure Analysis (초가속수명시험(HALT) 및 고장분석을 이용한 실장기판의 신뢰성 향상방안)

  • Song, Byeong-Suk;Cho, Jai-Rip
    • Journal of Applied Reliability
    • /
    • v.4 no.2
    • /
    • pp.121-131
    • /
    • 2004
  • HALT (Highly Accelerated Life Test) was performed to improve the reliability by removing the potential failure for newly developing PCB used for the vibration condition from 2OHz to 2OOHz. During HALT, it is found that the lead of Al electrolytic capacitor of SMD type is detached from PCB. As the result for the failure analysis and FEM (Finite Element Method), it is clarified that the root cause for this failure is the improper attachment of an Al electrolytic capacitor on PCB by the mistake of a PCB design. HALT was performed in previous condition to verify the failure analysis after molding an epoxy resin to overcome the PCB design mistake and it is not observed the same failure. Therefore, it is assumed that the same failure in field will be not occurred by the proper implementation.

  • PDF

Common Cause Failure Problems in Ultra-High Reliability Systems-A View Point on Common Cause Internal Effects and Statistical Principles (초신뢰성 시스팀에서의 공통원인 실패문제-공통원인의 내부적 효과 및 통계학적 원리의 관점에서)

  • Park, P.;Ko, K.H.;Kim, C.S.;Kim, H.K.;Oh, H.S.
    • Electronics and Telecommunications Trends
    • /
    • v.8 no.3
    • /
    • pp.39-52
    • /
    • 1993
  • This study involves a Common Cause Failure (CCF) problem on the ultra-high reliability required system development such as war game operations, nuclear power control, air traffic control, space shuttle missions, and large scale network communication system. The system situation problems are defined according to CCF, reliability and system fault identifications for the development cast verifications in the multi-version redundant software system. Then, CCF analysis of redundant system, system principles and statistical dependence are also described. This validation oh the CCF in the human software interaction system will notify software engineers to conceive what really is CCF contribution factor, not only the internal but the external ones.

Classification of Elevator Failure Using The Analysis of Failure Case (승강기 고장 사례 분석을 통한 고장분류)

  • Kim, Nak-Hoon;Jeong, Byung-Ho
    • Journal of the Korea Safety Management & Science
    • /
    • v.16 no.3
    • /
    • pp.209-218
    • /
    • 2014
  • An accident related with elevators can cause death or serious injury of operators or passengers. This kind of a fatal accident is due to a failure of elevator. The reduction of failures of elevators is important to reduce the occurrence of elevator accident. Thus, this paper presents the results of analysis for the failure of elevators using the failure data of elevator. The results of analysis can be used to make a maintenance process of elevators.

Considerable Parameters and Progressive Failure of Rock Masses due to the Tunnel Excavation (터널 굴착시 고려해야 할 주변앙반의 매개변수와 진행성 파괴)

  • 임수빈;이성민
    • Proceedings of the Korean Geotechical Society Conference
    • /
    • 1994.09a
    • /
    • pp.231-234
    • /
    • 1994
  • Concentrated stresses due to the tunnel excavation easily cause failure around opening in the soft rock mass layer. Thus, while excavatng tunnel in the soft rock mass layerm it is very important to predict the possibility of failure or yielding zones around tunnel boundary. There are two typical methods to predict these; 1) the analysis of field monioring data and 2) numerical analysis. In this study, it was attempted to describe the time-dependent or progressive rock mass manner due to the continuous failure and fracturing caused by surrounding underground openings using the second method. In order to apply the effects of progressive failure underground, an iterative technique was used with the Hoek and Brown rock mass failure theory. By developing and simulating, three different shapes of twin tunnels, this research simulated and estimated the proper size of critical pillar width between tunnels, distributed stresses on the tunnel sides, and convergences of tunnel crowns. Moreover, results out progressive failure technique based on the Hoek and Brown theory were compared with the results out of Mohr-Coulomb theory.

  • PDF

Sensitivity of the $217Plus^{TM}$ System Model to Failure Causes (고장요인들에 대한 $217Plus^{TM}$ 시스템 모형의 민감도)

  • Jeon, Tae-Bo
    • Journal of Applied Reliability
    • /
    • v.11 no.4
    • /
    • pp.387-398
    • /
    • 2011
  • $217Plus^{TM}$, a newly developed as a surrogate of the MIL-HDBK-217, may be widely applied for reliability predictions of electronic systems. In this study, we performed sensitivity study of the $217Plus^{TM}$ system model to various parameters. Specific attention was put to logistics model and its behavior has been examined in terms of non-component failure causes. We first briefly explained the $217Plus^{TM}$ methodology with system level failure rate evaluation. We then applied experimental designs with several failure causes as factors. We used an orthogonal array with three levels of each parameter. Our results indicate that cannot duplicate, induced, and wear-out causes have dominant effects on the system failures and design, parts, and system management have much less but a little strong effects. The results in this study not only figure out the behavior of the predicted failure rate as functions of failure causes but provide meaningful guidelines for practical applications.

A Study on the Main Failure Mode Analysis and Lifetime Improvement of Hydraulic Servo Actuators (유압서보 액추에이터의 주 고장모드 분석 및 수명개선에 관한 연구)

  • Lee, Yong-Bum;Jung, Dong-Soo;Lee, Gi-Chun;Kang, Bo-Sik;Lee, Jong-Jik
    • Journal of Drive and Control
    • /
    • v.15 no.4
    • /
    • pp.48-54
    • /
    • 2018
  • The hydraulic servo actuator has always operated very precisely with high frequency and small displacement, and is used continuously for a long time. The hydraulic servo actuator of the test equipment used in the accelerated life test in order to guarantee the service life of the automotive parts failed earlier than the products before finishing the test. This study performed an analysis on the cause of the failure of the hydraulic servo actuator used in the test equipment, changed the design of the actuator to solve the root cause of the main failure mode, and developed the improved servo actuator. Based on above process, this study established a better performances and longer lifetime of the servo actuator after testing.

A Finite Element Analysis of Stress on the Femoral Stem with Resorption of Proximal Medial Femur after Total Hip Replacement (대퇴골 근위부 골흡수가 인공 고관절 대퇴 stem에 미치는 응력에 관한 연구-FEM을 이용한 분석)

  • 김성곤
    • Journal of Biomedical Engineering Research
    • /
    • v.15 no.2
    • /
    • pp.183-188
    • /
    • 1994
  • In clinical orthopaedics, bone resoption in the cortex is often seen post operatively on X-rays or bone densitometry after total hip replacement (THR) in the form of cortical osteoporosis or atropy. Stress shielding of bone occurs, when a load, normally carried by the bone alone, is shared with an implant as a result, the bone stresses are abnormal and with remodelling analysis this may cause extensive proximal bone resoption, possibly weakening the bone bed to the point of failure. The author made finite element models of the cemented and non-cemented type implanted femoral stem with bone resorption of the proximal medial femur and studied the feed back effect of the various degree of bone resoption to THR system by parametric analysis on the stress of the femoral stem and interface. The results of the present finite element analysis implied that the extent of proximal bone resorption has the effect of more increasing stress on the distal stem tip, cement mantle and interface in both type of femoral stem and this high distal stress possibly can cause the mechanical failure of loosening or failure after THR.

  • PDF

Angiodysplasia in a Child with Chronic Renal Failure: Endoscopic Hemostatic Therapy (소아 만성 신부전 환자에서 발생한 위혈관 이형성증의 Hemoclipping에 의한 지혈 치료 1례)

  • Lee, Yun-Jin;Kim, Young-Mi;Kim, Su-Young;Park, Jae-Hong
    • Pediatric Gastroenterology, Hepatology & Nutrition
    • /
    • v.6 no.2
    • /
    • pp.192-196
    • /
    • 2003
  • Angiodysplasia is the most common vascular abnormality of the gastrointestinal tract and probably the most frequent cause of recurrent lower intestinal bleeding in otherwise healthy elderly patients. Also, it is an important cause of hemorrhage in chronic renal failure observed in up to 19~32% of patients. Bleeding due to gastric angiodysplasia is treated by various endoscopic approaches, including argon and Nd : YAG laser photocoagulation, monopolar or bipolar electrocoagulation, heater probe, injection sclerotherapy, band ligation or hemoclipping. A 15-year-old boy, who had undergone hemodialysis for chronic renal failure for about 10 years, was admitted due to melena and progressive anemia. A gastroduodenoscopy revealed a cherry red and fern-like lesion with oozing on the posterior wall at junction of gastric body and fundus. Endoscopic hemoclipping therapy was performed. However, melena recurred four days later. Argon plasma coagulation and hemoclipping therapy were performed again. Since then, no recurrence of bleeding has been observed.

  • PDF