• 제목/요약/키워드: Damage evaluation process

검색결과 294건 처리시간 0.026초

The application of a fuzzy inference system and analytical hierarchy process based online evaluation framework to the Donghai Bridge Health Monitoring System

  • Dan, Danhui;Sun, Limin;Yang, Zhifang;Xie, Daqi
    • Smart Structures and Systems
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    • 제14권2호
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    • pp.129-144
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    • 2014
  • In this paper, a fuzzy inference system and an analytical hierarchy process-based online evaluation technique is developed to monitor the condition of the 32-km Donghai Bridge in Shanghai. The system has 478 sensors distributed along eight segments selected from the whole bridge. An online evaluation subsystem is realized, which uses raw data and extracted features or indices to give a set of hierarchically organized condition evaluations. The thresholds of each index were set to an initial value obtained from a structure damage and performance evolution analysis of the bridge. After one year of baseline monitoring, the initial threshold system was updated from the collected data. The results show that the techniques described are valid and reliable. The online method fulfills long-term infrastructure health monitoring requirements for the Donghai Bridge.

시간영역 변형형상을 이용한 철도교량의 손상평가 (Damage Evaluation of a Railroad Bridge Using Time-domain Deflection Shape)

  • 최상현;임남형;강영종
    • 한국철도학회논문집
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    • 제12권1호
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    • pp.129-134
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    • 2009
  • 공용기간동안 철도교량의 안전성 및 사용성을 확보하기 위해서는 지속적인 감시를 통하여 교량의 구조적 성능을 유지하는 것이 필요하다. 구조물의 구조적 건전성을 감시하기 위하여 현재까지 개발된 대부분의 방법들은 모달 응답을 이용하고 있으나, 이러한 모달응답은 별도의 추출 과정이 필요하며 실제 구조물에서 얻을 수 있는 수가 제한된 다는 단점이 있다. 이 논문에서는 열차이동하중으로 인한 시간영역의 변형형상을 이용하여 자유진동응답에 기반한 손상평가방법의 적용성을 검토하였다. 검토된 방법은 이동하중으로 인한 시간영역의 변형응답을 이용하므로 별도의 모달 응답 추출과정이 필요 없어 실제 구조물에 적용이 용이하다. 제시된 방법의 적용성은 단순판형교 수치예제를 이용하여 검증하였다.

Evaluation of the different genetic algorithm parameters and operators for the finite element model updating problem

  • Erdogan, Yildirim Serhat;Bakir, Pelin Gundes
    • Computers and Concrete
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    • 제11권6호
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    • pp.541-569
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    • 2013
  • There is a wide variety of existing Genetic Algorithms (GA) operators and parameters in the literature. However, there is no unique technique that shows the best performance for different classes of optimization problems. Hence, the evaluation of these operators and parameters, which influence the effectiveness of the search process, must be carried out on a problem basis. This paper presents a comparison for the influence of GA operators and parameters on the performance of the damage identification problem using the finite element model updating method (FEMU). The damage is defined as reduction in bending rigidity of the finite elements of a reinforced concrete beam. A certain damage scenario is adopted and identified using different GA operators by minimizing the differences between experimental and analytical modal parameters. In this study, different selection, crossover and mutation operators are compared with each other based on the reliability, accuracy and efficiency criteria. The exploration and exploitation capabilities of different operators are evaluated. Also a comparison is carried out for the parallel and sequential GAs with different population sizes and the effect of the multiple use of some crossover operators is investigated. The results show that the roulettewheel selection technique together with real valued encoding gives the best results. It is also apparent that the Non-uniform Mutation as well as Parent Centric Normal Crossover can be confidently used in the damage identification problem. Nevertheless the parallel GAs increases both computation speed and the efficiency of the method.

파형 및 주파수해석에 근거한 굽힘 압전 복합재료 작동기 손상모드의 비파괴적 평가 (Nondestructive Evaluation of Damage Modes in a Bending Piezoelectric Composite Actuator Based on Waveform and Frequency Analyses)

  • 우성충;구남서
    • 대한기계학회논문집A
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    • 제31권8호
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    • pp.870-879
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    • 2007
  • In this study, various damage modes in bending unimorph piezoelectric composite actuators with a thin sandwiched PZT plate during bending fracture tests have been evaluated by monitoring acoustic emission (AE) signals in terms of waveform and peak frequency as well as AE parameters. Three kinds of actuator specimens consisting of woven fabric fiber skin layers and a PZT ceramic core layer are loaded with a roller and an AE activity from the specimen is monitored during the entire loading using an AE transducer mounted on the specimen. AE characteristics from a monolithic PZT ceramic with a thickness of $250{\mu}m$ are examined first in order to distinguish different AE signals from various possible damage modes in piezoelectric composite actuators. Post-failure observations and stress analyses in the respective layers of the specimens are conducted to identify particular features in the acoustic emission signal that correspond to specific types of damage modes. As a result, the signal classification based on waveform and peak frequency analyses successfully describes the failure process of the bending piezoelectric composite actuator exhibiting diverse failure mechanisms. Furthermore, it is elucidated that when the PZT ceramic embedded actuators are loaded mechanical bending loads, the failure process of actuator specimens with different lay-up configurations is almost same irrespective of their lay-up configurations.

냉간 업셋팅 공정에 의한 경사형 볼 그루브를 갖는 내륜의 잔류응력 예측 및 경도 평가 (Residual Stress Prediction and Hardness Evaluation within Cross Ball Grooved Inner Race by Cold Upsetting Process)

  • 구태완
    • 소성∙가공
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    • 제32권4호
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    • pp.180-190
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    • 2023
  • This study deals with residual stress prediction and hardness evaluation within cross ball grooved inner race fabricated by cold upsetting process consisted of upsetting and ejection steps. A raw workpiece material of AISI 5120H (SCr420H) is first spheroidized and annealed, then phosphophyllite coated to form solid lubricant layer on its outer surface. To investigate influences of the heat treatment, uni-axial compression tests and Vickers micro-hardness measurements are conducted. Three-dimensional elasto-plastic FE simulations on the upsetting step and the ejection one are performed to visualize the residual stress and the ductile (plastic deformation) damage. External feature of the fabricated inner race is fully captured by using an optical 3D scanner, and the micro-hardness is measured on internal cross-sections. Consequently, the dimensional compatibility between the simulated inner race and the fabricated one is ensured with a difference of under 0.243mm that satisfied permissible error range of ±0.50mm on the grooved surface, and the predicted residual stress is verified to have similar distribution tendency with the measured Vickers micro-hardness.

Damage detection using both energy and displacement damage index on the ASCE benchmark problem

  • Khosraviani, Mohammad Javad;Bahar, Omid;Ghasemi, Seyed Hooman
    • Structural Engineering and Mechanics
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    • 제77권2호
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    • pp.151-165
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    • 2021
  • This paper aims to present a novelty damage detection method to identify damage locations by the simultaneous use of both the energy and displacement damage indices. Using this novelty method, the damaged location and even the damaged floor are accurately detected. As a first method, a combination of the instantaneous frequency energy index (EDI) and the structural acceleration responses are used. To evaluate the first method and also present a rapid assessment method, the Displacement Damage Index (DDI), which consists of the error reliability (β) and Normal Probability Density Function (NPDF) indices, are introduced. The innovation of this method is the simultaneous use of displacement-acceleration responses during one process, which is more effective in the rapid evaluation of damage patterns with velocity vectors. In order to evaluate the effectiveness of the proposed method, various damage scenarios of the ASCE benchmark problem, and the effects of measurement noise were studied numerically. Extensive analyses show that the rapid proposed method is capable of accurately detecting the location of sparse damages through the building. Finally, the proposed method was validated by experimental studies of a six-story steel building structure with single and multiple damage cases.

BGA 현상 공정 용 수직 습식 장비 개발 및 공정 특성 평가 (Development of Vertical Wet Equipment for BGA Develop Process and Evaluation of Its Process Characteristics)

  • 유선중
    • 마이크로전자및패키징학회지
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    • 제16권3호
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    • pp.45-51
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    • 2009
  • 본 연구에서는 습식 방법으로 진행 되는 BGA 현상 공정에 있어 기존의 수평 장비를 대체하여 수직 장비를 개발하였다. 지그를 이용하여 기판을 수직 방향으로 고정한 후 습식 공정을 진행함으로써 기존 수평 장비의 단점인 롤러와 기판 표면 회로 패턴의 충돌로 인한 회로 패턴 손상 문제를 원천적으로 제거하고자 하였다. 개발된 수직 장비의 공정 특성을 수평 장비와 비교 평가 하기 위하여 유니포미터 측정, 회로 패턴 손상 평가 및 불량 평가의 실험을 수행하였다. 평가 결과 수직 장비의 유니포미티 특성은 수평 장비와 동일한 수준이며 중력 방향의 액흐름에 대한 공정 특성 영향은 미미한 것으로 확인 되었다. 또한, 수평 장비 대비 $3{\sim}4{\mu}m$ 더 미세한 회로 패턴에 대해여 손상 없이 공정을 진행 할 수 있음을 확인 할 수 있었다.

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특수 보존 기관의 종이 기록물 장기 보존 대책 (Long-Term Preservation Measures of Paper Records of Special Preserving Organization)

  • 신종순;이재수
    • 한국인쇄학회지
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    • 제30권1호
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    • pp.59-69
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    • 2012
  • This study is Long term preservation measures which is closely related to preserving paper records, record condition evaluation, preservation measure and is conducted as follows. As for Means to Evaluate the Deterioration and Damaged Conditions of Records, research and analysis has been made on the contamination and deterioration examples such as damage, dry, stapler, metal, contamination, acidification which are the characteristics of paper record damage types. The of Paper record is one of the key procedures to evaluate the record material and its physi-chemical status in many criteria and to suggest the best preservation method. Between 1970 and 2000, the main record materials was fine paper and OMR paper along with partly newspaper and coarse paper, whereas the main recording material was ball point pen. Overall damage and deterioration status is, for record materials between 1940 and 1960, high deterioration was found and in urgent need for preservation measure and more damages are caused by tapes, staplers and metals. As for records after 1970, there is light deterioration but needs preservation process. There are approximately 3 million records produces before 2000, and assuming that there are 30 pages per record and that 30% has been damaged or deteriorated, 27 million pages are subject to preservation process. Among damaged or deteriorated records, there are large number of records impossible to go through deacidification process so manual preservation and restoration process is necessary as well. Securing manpower having preservation and restoration skills as well as preservation equipment(deacidification process, preservation and restoration) is in urgent need.

손상지수를 이용한 철근콘크리트 교각의 내진성능평가 (Seismic Performance Assessment of Reinforced Concrete Bridge Piers using Damage Indices)

  • 김태훈;정영수;신현목
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 2003년도 가을 학술발표회 논문집
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    • pp.144-147
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    • 2003
  • This paper presents a nonlinear finite element analysis procedure for the seismic performance assessment of reinforced concrete bridge piers using damage indices. The accuracy and objectivity of the assessment process may be enhanced by the use of sophisticated nonlinear finite element analysis program. A computer program, named RCAHEST(Reinforced Concrete Analysis in Higher Evaluation System Technology), for the analysis of reinforced concrete structures was used. Damage indices aim to provide a means of quantifying numerically the damage reinforced concrete bridge piers sustained under earthquake loading. The proposed numerical method for the seismic performance assessment of reinforced concrete bridge piers is verified by comparison with the reliable experimental results.

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가동변형형상을 이용한 철도구조물의 손상인식 (Damage identification in a railroad structures using operational deflection shape)

  • 최상현
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2008년도 춘계학술대회 논문집
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    • pp.56-64
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    • 2008
  • To maintain effectively the functionality of major railroad facilities such as bridges, identifying and evaluating damage in a structure and taking appropriate action via continuous structural health monitoring are very important. However, most damage identification methods for structural health monitoring developed to date utilize modal domain responses which inevitably contain errors in transforming the domain of responses. In this paper, a damage identification method using time-domain operational deflection shapes is proposed. Since the proposed method utilizes time-domain responses, the error in the process of transformation to response domain can be avoided, and the accuracy of structural health evaluation can be improved. The feasibility of the proposed method is verified via a numerical example of a simple bridge structure.

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