• 제목/요약/키워드: estimation of damages

검색결과 228건 처리시간 0.037초

Lamb파와 SVM을 이용한 강구조물의 건전성 감시기법 (Health Monitoring of Steel Plates Using Lamb Waves and Support Vector Machines)

  • 박승희;윤정방;노용래
    • 한국지진공학회:학술대회논문집
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    • 한국지진공학회 2005년도 학술발표회 논문집
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    • pp.331-342
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    • 2005
  • This paper presents a non-destructive evaluation (NDE) technique for detecting damages on a jointed steel plate on the basis of the time of flight and wavelet coefficient, obtained from wavelet transforms of Lamb wave signals. Support vector machines (SVMs), which is a tool for pattern classification problems, was applied to the damage estimation. Two kinds of damages were artificially introduced by loosening bolts located in the path of the Lamb waves and those out of the path. The damage cases were used for the establishment of the optimal decision boundaries which divide each damage class's region from the intact class. In this study, the applicability of the SVMs was investigated for the damages in and out of the Lamb wave path. It has been found that the present methods are very efficient in detecting the damages simulated by loose bolts on the jointed steel plate.

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기술보호 관련 법률에서의 징벌적 손해배상제도에 대한 고찰: 특허법, 영업비밀보호법, 산업기술보호법, 하도급법, 상생협력법을 중심으로 (A Study on Punitive Damages System in Technology Protection Related Laws: Focusing on Patent Act, TSPA, ITPA, FTSA, MBCA)

  • 조용순
    • 중소기업연구
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    • 제42권1호
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    • pp.19-41
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    • 2020
  • 우리나라는 불법행위로 인한 손해배상액 산정은 침해로 인한 일실이익에 대한 전보배상이 원칙이다. 그러나 우리나라는 대륙법계 국가로는 드물게 영미법상에 도입된 징벌적 손해배상제도를 도입하고 있다. 기술보호 관련 법률로는 2011년 하도급법에 도입된 이래, 2019년 특허법, 영업비밀보호법, 산업기술보호법, 상생협력법에 도입되었다. 징벌적 손해배상은 '고의'에 대한 판단이 특히 중요한데, 아직까지 판례가 축적되지 못한 관계로 미국의 판례를 참고할 필요가 있다. 대기업은 변호사의 자문 등을 통한 고의의 회피가 가능하나 중소기업은 제도 인식의 미비 등으로 오히려 징벌적 손해배상을 해주어야 하는 경우가 더 많아 질수도 있어 이들에 대한 정책적 배려가 필요하다. 특허법을 제외한 영업비밀보호법, 산업기술보호법, 하도급법, 상생협력법의 경우 징벌적 손해배상 도입에도 불구하고, 손해의 입증과 관련된 규정은 아직 정비가 되지 못한 상태이다. 따라서 입증자료 제출 범위 확대, 손해액 산정을 위한 자료인 경우에는 자료제출 명령의 대상으로 하고, 자료제출 명령을 따르지 않는 경우에는 침해에 대한 상대방의 주장을 진실한 것으로 인정하는 등 개정 특허법의 수준으로 정비될 필요가 있다. 영업비밀보호법의 경우 손해액의 추정에 있어 로열티 상당액의 산정에 있어서는 통상적인 금액이 아닌, 개정 특허법과 같이 '합리적'으로 추산된 금액을 받을 수 있도록 이를 고려하여 향후 개정될 필요가 있다. 한편, 산업기술보호법, 하도급법, 상생협력법은 손해액 추정규정 자체가 없는 상태이므로, 손해액 추정규정 도입에 대한 검토가 필요하다고 할 것이다. 아울러 신기술의 유출이나 탈취의 경우 기술가치 평가가 어렵다. 따라서 피해액 산정을 위한 모델개발과 함께 가치평가가 공신력 있는 기관에서 이루어질 필요가 있다.

재해연보 자료를 이용한 지역 단위 수해폐기물 발생량 예측 모형 개발: 울산광역시 사례 연구 (Development of Regional Flood Debris Estimation Model Utilizing Data of Disaster Annual Report: Case Study on Ulsan City)

  • 박만호;김호남;주문솔;김희종;김재영
    • 한국폐기물자원순환학회지
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    • 제35권8호
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    • pp.777-784
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    • 2018
  • Since climate change increases the risk of extreme rainfall events, concerns on flood management have also increased. In order to rapidly recover from flood damages and prevent secondary damages, fast collection and treatment of flood debris are necessary. Therefore, a quick and precise estimation of flood debris generation is a crucial procedure in disaster management. Despite the importance of debris estimation, methodologies have not been well established. Given the intrinsic heterogeneity of flood debris from local conditions, a regional-scale model can increase the accuracy of the estimation. The objectives of this study are 1) to identify significant damage variables to predict the flood debris generation, 2) to ascertain the difference in the coefficients, and 3) to evaluate the accuracy of the debris estimation model. The scope of this work is flood events in Ulsan city region during 2008-2016. According to the correlation test and multicollinearity test, the number of damaged buildings, area of damaged cropland, and length of damaged roads were derived as significant parameters. Key parameters seems to be strongly dependent on regional conditions and not only selected parameters but also coefficients in this study were different from those in previous studies. The debris estimation in this study has better accuracy than previous models in nationwide scale. It can be said that the development of a regional-scale flood debris estimation model will enhance the accuracy of the prediction.

탑재형 선박 및 함정의 생존시간 추정시스템 개발 (Development of On-Board Survival Time Estimation System for Ships and Naval Vessels)

  • 황호진;공인영;이경중
    • 대한조선학회논문집
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    • 제47권5호
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    • pp.725-731
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    • 2010
  • Damages of ships and naval vessels due to accidents and attacks would arouse enormous loss of lives and properties. To prevent maritime accidents is the best, and many researches have been achieved. But maritime accidents occurs continuously and to minimize casualties is considered as the second best. This paper has focused on the method and implementation of survival time estimation system for ships(STES system). The developed STES system provides plain and easy operations to get the survival time of damaged ship and naval vessel. The officers feed damaged conditions simply and quickly, and grasp instantly the survival time for damages. It would be attained by query and retrieval of survival time DB collected in a design process. We also check an effectivity of the system by practical applications.

허베이스피리트호 유류오염피해배상에서 수하식 및 가두리식 양식어업의 피해정도사정 사례 (A Case Study of the Appropriate Measure of Herbei Spirit Oil Pollution Damages on the Hanging and Floating Netcage Aquaculture Fisheries)

  • 강용주;김기수
    • 수산경영론집
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    • 제44권1호
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    • pp.15-24
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    • 2013
  • Recently the Korean court accepts two typies of fisheries damages caused by oil pollution.. One is the direct loss of fisheries production originated from pollution of oil spillover. The other is the indirect loss of fisheries production originated from governmental measure of restricting fishing activities because of safety of marine product of oil spillover areas. The paper tries to suggest the appropriated measure of oil pollution damages of hanging and floating netcage aquaculture fisheries using the court judgement for responsibility restriction on Herbei Spirit Case. The paper tries to compare the damge estimation method of floating netcage aquaculture fisheries with that of natural aquaculture fisheries using conventional theory of the population biology of living resources characterized with age distribution.

7FA/FA+급 1 단 버켓 위한 신정비기법 개발 (New Repair Technologies for 7FA/FA+ Class Stage 1 Buckets)

  • 강신호;정길진;김대은
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2003년도 춘계학술대회
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    • pp.2205-2210
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    • 2003
  • The 1st stage bucket of the 170MW simple cycle gas turbine is one of the components that is normally run in exposed state at the highest thermally stressful environment while the turbine is operating. After certain period operation, various type of damages are easily found and the damages are identified as due to the turbine operating mode of which the demand of the electricity power is very peaking and cyclic. Since this trend is more evident at some part of power plants in Korea and it has caused higher scrap rate of the bucket at the first repair interval than other country. Therefore, demand for the higher capability and alternative technologies which allow salvaging more buckets and preventing from severe damages is always high. In this study, a review and estimation of the repair technologies for the past 5 years to present have been conducted and show results.

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모드특성을 이용한 풍력발전기 타워의 손상추정기법 (Damage Estimation Method for Wind Turbine Tower Using Modal Properties)

  • 이종원;방제성;김상렬;한정우
    • 한국구조물진단유지관리공학회 논문집
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    • 제16권2호
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    • pp.87-94
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    • 2012
  • 본 연구에서는 풍력발전기 타워의 효과적인 상태 모니터링을 위하여 타워의 고유진동수 및 모드형상을 이용한 손상추정기법을 제안하였다. 풍력발전기에 대한 동력학 시뮬레이션 프로그램을 이용하여 타워의 거동을 시뮬레이션하고 결과를 이용하여 타워의 모드특성을 추정하였다. 다양한 손상에 의한 타워의 고유진동수와 모드형상의 변화를 모드특성 추정 프로그램을 이용하여 해석적으로 구하여 훈련패턴을 생성하고 이를 이용하여 신경망을 훈련시켰다. 복수 손상 경우를 포함한 10가지 손상경우에 대한 모드특성을 훈련된 신경망에 입력하여 손상을 추정하였으며, 모든 손상 경우에 대하여 비교적 정확하게 손상위치와 손상정도를 판정할 수 있었다. 단, 미소 손상의 경우 손상정도가 약간 과소평가되는 경향을 보였으나 손상위치는 합리적으로 추정됨을 알 수 있었다. 향후, 미소 손상 추정결과의 정확성을 개선하고, 실험을 통하여 제안된 기법을 검증할 계획이다.

A two-stage approach for quantitative damage imaging in metallic plates using Lamb waves

  • Ng, Ching-Tai
    • Earthquakes and Structures
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    • 제8권4호
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    • pp.821-841
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    • 2015
  • This paper proposes a two-stage imaging approach for quantitative inspection of damages in metallic plates using the fundamental anti-symmetric mode of ($A_0$) Lamb wave. The proposed approach employs a number of transducers to transmit and receive $A_0$ Lamb wave pulses, and hence, to sequentially scan the plate structures before and after the presence of damage. The approach is applied to image the corrosion damages, which are simplified as a reduction of plate thickness in this study. In stage-one of the proposed approach a damage location image is reconstructed by analyzing the cross-correlation of the wavelet coefficient calculated from the excitation pulse and scattered wave signals for each transducer pairs to determine the damage location. In stage-two the Lamb wave diffraction tomography is then used to reconstruct a thickness reduction image for evaluating the size and depth of the damage. Finite element simulations are carried out to provide a comprehensive verification of the proposed imaging approach. A number of numerical case studies considering a circular transducer network with eight transducers are used to identify the damages with different locations, sizes and thicknesses. The results show that the proposed methodology is able to accurately identify the damage locations with inaccuracy of the order of few millimeters of a circular inspection area of $100mm^2$ and provide a reasonable estimation of the size and depth of the damages.

구조물 건전성 감시를 위한 스마트 PZT센서의 적용성 연구 (Application of smart piezoelectric transducers to structural health monitoring)

  • Park, Seung-Hee;Yi, Jin-Hak;Lee, Jong-Jae;Yun, Chung-Bang;Noh, Yong-Rae
    • 한국전산구조공학회:학술대회논문집
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    • 한국전산구조공학회 2003년도 가을 학술발표회 논문집
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    • pp.549-555
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    • 2003
  • The objective of かis study is to investigate the feasibility of piezoelectric transducers as a damage detection system for civil infrastructures. There have been considerable amount of efforts by the modal analysis community to localize damage and evaluate its severity without looking at a reliable way to excite the structure. The detection of damages by modal analysis and similar vibration techniques depends upon the knowledge and estimation of various modal parameters. In addition to the associated difficulties, such low-frequency dynamic response based techniques fail to detect incipient damages. Smart piezoelectric ceramic (PZT) transducers which act as both actuators and sensors in a self-analyzing manner are emerging to be effective in non-parametric health monitoring of structural systems. In this paper, we present the results of an experimental study for the detection of damages using smart PZT transducers on the steel plate. The method of extracting the impedance characteristics of the PZT transducer, which is electro-mechanically coupled to the host structure, is adopted for damage detection. Two damages are simulated and assessed by the bonded PZT transducers for characterization. The experimental results verified the efficacy of the proposed approach and provided a demonstration of good robustness at the realistic steel structures, emphasizing the great potential for developing an automated in situ structural health monitoring system for application to large civil infrastructures without the need to blow the modal parameters.

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배수 설계를 위한 벼의 관수심 및 관수피해율에 관한 연구 (Study on the Rice Yield Reduction and Over head Flooding Depth for Design of Drainage System)

  • 김천환;김시원
    • 한국농공학회지
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    • 제24권4호
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    • pp.69-79
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    • 1982
  • The objective of this study is to contribute to drainage planning in the most realistic and economical way by establishing the relationship between rice yield reduction and overhead flooding by muddy water of each growth stage of paddy, which is the most important factor in determining optimum drainage facilities. This study was based on the data mainly from the experimental reports of the Office of Rural Development of Korea, Reduction Rate Estimation for Summer Crops, published by Ministry of Agriculture and Forestry of Japan and other related research documenta- tion. The results of this study are summarized as follows 1. Damages by overhead flooding are highest in heading stage and have the tendency of decrease in the order of booting stage, panicle formation stage, tillering stage, and stage just after transplanting. Damages by overhead flooding of each growing stage are as follows: a) It is considered that overhead flooding just after transplanting gives a little influence on plant growth and yield because the paddy has sufficient growth period from floo ding to harvest time. b) Jt is analyzed that according to the equation y=11 12x 0.908 which is derived from this study, damages by overhead flooding during tillering stage for 1, 2, 3 successive days are 11.1 %, 20.9%, and 30.2% respectively. c) Damages by overhead flooding after panicle formation stage are very serious because recovering period is very short after damage and ineffective tillering is much. Acc- ording to the equation y=9. 58x+10. Ol derived from this study, damages by overhead flooding fal 1,2,3,5 successive days are 19.6%, 29.2%, 38.8%, 57.9% respectively. d) Booting stage is the very important period in which young panicle has grown up almost completely and the number of glumous flower is fixed since reduction division takes place in the microspore mother cell and enbryo mother cell. According to the equation y=39. 66x 0.558 derived from this study, damages by overhead floodingfor 0.5, 1, 3, 5 successive days are 26.9%, 39.7%, 72. 2% and 97.4%, respectively. Therefore, damages by overhead flooding is very serious during the hooting stage. e) When ear of paddy emerges, flowering begins on that day or the next day; when paddy flowers, fertilization will be completed 2-3 hours after flowering. Therefore overhead flooding during heading stage impedes flowering and increases sterilizing percentage. From this reason damages of heading stage are larger than that of booting stage. According to the equation y-41 94x 0.589 derived from this study, damages by overhead flooding for 0.5, 1, 3, 5, successive days are 27.9%, 63.1 %, 80.1%, and 100% 2. Considering that temperature of booting stage is higher than that of beading stage and plant height of booting stage is ten centimeters shorter than that of heading stage, booting stage should be taken as a critical period for drainage planning because possi- bility of damage occurrence in booting stage is larger than that of heading stage. There-fore, it is considered that booting stage should be taken as critical period of paddy growth for drainage planning. 3. Overhead flooding depth is different depending on the stage of growth. In case, booting stage is adopted as design stage of growth for drainage planning, it is conside red that the allowable flooding depth for new varieties and general varieties are 70cm and 80cm respectively. 4. Reduction Rate Estimation by Wind and Flood for Rice Planting of the present design criteria for drainage planning shows damage by overhead flooding for 1 to 2, 3 to 4, 5 to 7 consecutive days; damages by overhead flooding varies considerably over several hours and experimental condition of soil, variety of paddy, and climate differs with real situation. From these reasons, damage by flooding could not be estimated properly in the past. This study has derived the equation which shows damages by flooding of each growth stage on an hourly basis. Therefore, it has become possible to compute the exact damages in case duration of overhead flooding is known.

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