• 제목/요약/키워드: Assessment methodology

검색결과 1,488건 처리시간 0.028초

Computer vision and deep learning-based post-earthquake intelligent assessment of engineering structures: Technological status and challenges

  • T. Jin;X.W. Ye;W.M. Que;S.Y. Ma
    • Smart Structures and Systems
    • /
    • 제31권4호
    • /
    • pp.311-323
    • /
    • 2023
  • Ever since ancient times, earthquakes have been a major threat to the civil infrastructures and the safety of human beings. The majority of casualties in earthquake disasters are caused by the damaged civil infrastructures but not by the earthquake itself. Therefore, the efficient and accurate post-earthquake assessment of the conditions of structural damage has been an urgent need for human society. Traditional ways for post-earthquake structural assessment rely heavily on field investigation by experienced experts, yet, it is inevitably subjective and inefficient. Structural response data are also applied to assess the damage; however, it requires mounted sensor networks in advance and it is not intuitional. As many types of damaged states of structures are visible, computer vision-based post-earthquake structural assessment has attracted great attention among the engineers and scholars. With the development of image acquisition sensors, computing resources and deep learning algorithms, deep learning-based post-earthquake structural assessment has gradually shown potential in dealing with image acquisition and processing tasks. This paper comprehensively reviews the state-of-the-art studies of deep learning-based post-earthquake structural assessment in recent years. The conventional way of image processing and machine learning-based structural assessment are presented briefly. The workflow of the methodology for computer vision and deep learning-based post-earthquake structural assessment was introduced. Then, applications of assessment for multiple civil infrastructures are presented in detail. Finally, the challenges of current studies are summarized for reference in future works to improve the efficiency, robustness and accuracy in this field.

준 정량적 방법의 위험성 평가에 대한 연구 (A study on the risk assessment based on the semi-quantitative methodology)

  • 정다운;오상민;유등렬;서정욱;김두일
    • 한국철도학회:학술대회논문집
    • /
    • 한국철도학회 2011년도 춘계학술대회 논문집
    • /
    • pp.1425-1432
    • /
    • 2011
  • The various risk assessment methodologies have been introduced in the railway industries. The risk assessment suggested by CENELEC are described with two ways; quantitative and qualitative methods. However, in the industry application level, the quantitative method is hard to apply for a project because of somehow complicated or few statistical figures which was driven from the on-site and the qualitative method is too subject to have the confidence of its results fully. In this paper, the state-of-the-art methods which were suggested in Europe recently are introduced and compared to existing quantitative and qualitative methods. Furthermore, the application measures of railway projects are investigated.

  • PDF

MECHANICAL과 Fugitive Dust Model을 이용한 비포장도로에서의 비산먼지 발생량 산정 및 주변영향 평가 (Estimation of fugitive dust emission and impact assessment by MECHANICAL and Fugitive Dust Model on a unpaved road)

  • 김인수;장영기
    • 환경영향평가
    • /
    • 제9권4호
    • /
    • pp.257-269
    • /
    • 2000
  • This study is to investigate the methodology and applicability on emission control by both MECHANICAL Model and Fugitive Dust Model (FDM) through the comparison of field measurement data and calculated data. Comparing to the method of AP-42 emission fector on the production of flying dust the MECHANICAL Model was proved to be more applicable to the calculation emission rate on the various dust emission conditions on a unpaved road. The seperate calculation on annual mean emission amount and a 24working hours amount was undertaken for the easy management of fugitive dust. Dust concentration predicted by FDM is similar with a measurement value.

  • PDF

FMEA를 활용한 플랜트공사 위험성평가 방안 (A Study of Methods on Risk Assessment for Plant Construction using FMEA(Failure Mode and Effect Analysis))

  • 김호민;우인성
    • 한국안전학회지
    • /
    • 제28권4호
    • /
    • pp.81-90
    • /
    • 2013
  • To meet increased demand and lead to execution of successful overseas's plant construction, A prompt System is urgently needed to carries prevention and control of hazards associated with work related tasks and activities. This study is aimed to develop efficient and reliable safety management program to identify control measures for high risk activities by choosing and conducting proper risk assessment methodology that addresses Risk Priority Number(RPN) of adverse effects.

사회연결망분석 개념을 적용한 국방정보체계 취약점 분석·평가 모형 연구 (A Study on the Vulnerability Assessment Model for National Defense Intelligence System Using SNA)

  • 장영천;강경란;최봉완
    • 한국군사과학기술학회지
    • /
    • 제20권3호
    • /
    • pp.421-430
    • /
    • 2017
  • In this research, we propose a methodology for assessing security vulnerability of the national defense intelligence system, considering not only target elements but also the interconnection relationship of the whole system. Existing approaches decide the security vulnerability of the whole system by assessing only target elements. However, those approaches have an issue with potentially showing the same outcome for the systems that have identical target elements but the different types of interconnection relationships. We propose a more practical assessment method which takes the interconnection relationship of a whole system into consideration based on the concept of SNA(Social Network Analysis).

국가전력생산 시스템에 대한 전 과정 영향평가 (Life Cycle Assessment for National Electricity Generation Systems)

  • 김태운;김성호;정환삼;하재주;민경란;고순현
    • 한국에너지공학회:학술대회논문집
    • /
    • 한국에너지공학회 2004년도 춘계 학술발표회 논문집
    • /
    • pp.353-358
    • /
    • 2004
  • In recent, the trends in national energy Policy are established in the context of the integrated risk estimation for various national electricity generating options. The approach takes account of health, environmental, economic, and social aspects of electricity generation systems. In the present work, nuclear, coal, and LNG sources are chosen because these hold more than 90% of national total electricity generation in a descending order. A life cycle assessment (LCA) methodology is used for comparing environmental impacts of these options during the life cycle such as construction, operation as well as disposal stages. Here, the LCA consists of life cycle inventory analysis, classification/selection process of impact categories, characterization process, and normalization process of each category. LCA can be an useful tool for environmental impact assessment of future national energy options. At the planning stage of future energy Policies, the results of LCA would be taken into consideration. According to data update at the construction and disposal stages, the LCA needs to be conducted iteratively.

  • PDF

복합전력계통의 유효부하지속곡선을 이용한 신뢰도 평가 및 공급지장비 추정 (The Reliability Evaluation and Outage Cost Assessment of Composite Power System)

  • 문승필;김홍식;장순용;최재석;강진중;조종만
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 1998년도 하계학술대회 논문집 C
    • /
    • pp.1033-1035
    • /
    • 1998
  • This paper presents a new analytical method for assessing outage cost of composite power system with considering transmission system uncertainty. Composite power system ELDC(CMELDC) was developed and proposed from reliability evaluation of composite power system in order to analysis the outage cost on HLII. In this study, considering the characteristic of each load point, the CMELDC was used for outage cost assessment and reliability evaluation at each load point. The characteristics and effectiveness of this methodology are illustrated by the case study (IEEE-RTS 24Buses).

  • PDF

Influence Assessment Model of a Person within Heterogeneous Networks Based on Networked Community

  • Kim, Tae-Geon;Yoon, Soungwoong;Lee, Sang-Hoon
    • 한국컴퓨터정보학회논문지
    • /
    • 제23권10호
    • /
    • pp.181-188
    • /
    • 2018
  • In this paper, we tried to investigate whether the influence of 'I' in a heterogeneous network of physical network and virtual network can be quantitatively measurable. To do this, we used Networked Community(NC) methodology to devise a concrete model of influence assessment in heterogeneous network. In order to test the model, we conducted an experiment with Donald J. Trump and his surroundings to evaluate the effectiveness of this influence assessment model. Experimentation included the measurement of impacts on the physical and virtual networks, and the impact on the networked community. Using Trump's case, we found that analyzing only one of the two networks can not accurately analyze the impact on others.

철도건설현장의 사고유형기반 위험도 분석 (Risk Analysis Based on Accident-Category for Railway Work Zones)

  • 박미연;최은수;박주남;최승선
    • 한국철도학회논문집
    • /
    • 제12권2호
    • /
    • pp.260-266
    • /
    • 2009
  • 위험도분석은 철도사고해석에 주로 사용되는 이론이다. 위험도 분석의 목적은 전설공사전체 과정에서 주요사고부 사고요인과 잠재적인 원인 및 기여정도 등을 조사 분석하는 것이다. 본 논문은 건설공사 현장에서 발생하는 사고원인과 패턴을 분석하고 사고빈도와 심각도를 고려한 위험도 지수를 계산하여 상대적인 위험도 평가를 제공하고자 하는 것이다. 이를 기반으로 사고 위험도 지수의 일관성을 유도하고 위험도 평가를 위한 정량적인 기준을 제공하고자 하였다.

강교 용접 결함부의 피로평가 (Fatigue Assessment of Butt Joint with Weld Defect in Steel Bridge)

  • 전귀현
    • 한국구조물진단유지관리공학회 논문집
    • /
    • 제2권1호
    • /
    • pp.98-107
    • /
    • 1998
  • There are many weld defects such as surface crack, lack of fusion, and imcomplete penetration in the butt joint of the existing steel bridges. The crack-like defects may significantly reduce the fatigue life of the structure. This paper presents the procedure and the results of the fatigue assessment of the butt joints with weld defect in the existing steel girder bridge. The butt joints with imcomple penetration were instrumented with strain gages to determine the stress histogram under normal traffic. Based on the measured stress histogram the crack propagation analyses were performed for the fatigue assesment. By using the suggested procedure and methodology, one can decide the time of periodic inspection and the necessity of repair of the butt joints with serious weld defects in the existing steel bridge.

  • PDF