• 제목/요약/키워드: Two stage approach

검색결과 557건 처리시간 0.031초

Two-stage damage identification for bridge bearings based on sailfish optimization and element relative modal strain energy

  • Minshui Huang;Zhongzheng Ling;Chang Sun;Yongzhi Lei;Chunyan Xiang;Zihao Wan;Jianfeng Gu
    • Structural Engineering and Mechanics
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    • 제86권6호
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    • pp.715-730
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    • 2023
  • Broad studies have addressed the issue of structural element damage identification, however, rubber bearing, as a key component of load transmission between the superstructure and substructure, is essential to the operational safety of a bridge, which should be paid more attention to its health condition. However, regarding the limitations of the traditional bearing damage detection methods as well as few studies have been conducted on this topic, in this paper, inspired by the model updating-based structural damage identification, a two-stage bearing damage identification method has been proposed. In the first stage, we deduce a novel bearing damage localization indicator, called element relative MSE, to accurately determine the bearing damage location. In the second one, the prior knowledge of bearing damage localization is combined with sailfish optimization (SFO) to perform the bearing damage estimation. In order to validate the feasibility, a numerical example of a 5-span continuous beam is introduced, also the noise robustness has been investigated. Meanwhile, the effectiveness and engineering applicability are further verified based on an experimental simply supported beam and actual engineering of the I-40 Bridge. The obtained results are good, which indicate that the proposed method is not only suitable for simple structures but also can accurately locate the bearing damage site and identify its severity for complex structure. To summarize, the proposed method provides a good guideline for the issue of bridge bearing detection, which could be used to reduce the difficulty of the traditional bearing failure detection approach, further saving labor costs and economic expenses.

주제 중심 통합적 접근에 의한 가정 교과 의생활 영역 교육 프로그램 개발과 평가 - "의복관리"와 "섬유(재료)" 주제를 중심으로 - (Development and Evaluation of an Educational Program for the Clothing life Domain in Home Economics through a Theme-Based Integrated Approach)

  • 김남은;이혜자
    • 한국가정과교육학회지
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    • 제22권3호
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    • pp.163-188
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    • 2010
  • 이 연구는 일상의 문제를 통합적인 사고능력으로 풀 수 있는 새로운 교수 - 학습 방법의 하나로 주제중심 통합적 접근에 의한 가정교과 의생활 영역 교육 프로그램을 개발하고 평가하는데 목적을 두었다. 이를 위해 가정교과 의생활 영역의 주제를 선정하였고, 주제를 중심으로 통합적 접근을 시킨 교육 프로그램을 개발하고 개발된 프로그램을 평가하였다. 연구의 절차는 부산광역시 소재 B중학교 2학년 학생을 대상으로 총 28시간의 현장수업에 적용하여 평가하였다. 분석 단계에서 다른 교과의 통합적 접근에 관련된 프로그램을 탐색한 후, 설계 단계에서 프로그램의 유행을 파악하고, 개발 단계에서는 주제 선정 기준에 따라 주제를 선정을 하였다. 주제선정을 위해 선행연구와 기술 가정 교과서를 분석하였고, 학생들과의 메신저, 전문가 집단의 논의를 거쳐서 2개의 "의복관리"와 "섬유(재료)"를 선정하였다. 평가는 1차 전문가평가, 2차 예비 수업 평가, 3차 현장수업 평가를 하였다. 연구의 결과는 2개의 주제에 대해 주제중심 통합프로그램을 개발하였으며 "의복관리"편의 학습 자료는 총 49가지, "섬유(재료)"편의 핵습 자료는 총 32가지이며, 주제의 성격에 맞게 실험과 실습 등으로 구성하였다. 각 프로그램은 프로그램의 목표 학습내용 내용구조도 학습활동 평가로 이루어져 있고 학습활동은 체험 실습 및 실험활동 자기 주도적 활동 문제해결과정 등으로 구성되었으며, 평가는 자기평가 교사평가 동료평가 포트폴리오 실험보고서 등이 포함되었다. 1, 2차 평가에서 본 프로그램이 현 시점의 요구와 잘 부합되며, 타 교과와의 융합이 수업을 진행하는 데 적절하게 구성되어 있고, 학습자의 흥미도 지속적으로 유지할 수 있다고 평가하였다. 다만 프로그램의 내용 각 부분에 대해서 구체적인 설명이 필요하다고 요구하였다. 3차 학생 현장 수업평가에서 약 60%의 학생들이 개발된 프로그램이 재미있고, 내용을 이해하기 쉬우며, 한 가지 주제가 여러 과목과 관련이 있다는 사실을 알게 되었고 실제 생활에 적용 가능할 것이라고 하였다. 이상의 결과로서 주제중심 통합적 접근에 의한 가정교과 의생활 영역 교육 프로그램은 주제를 중심으로 통합적으로 접근을 시도했다는데 의의가 있다. 또한 학생들은 지식을 통합적으로 모으는 일 뿐 아니라 이를 창조적으로 변화시켜 실제 생활에서 직면하게 되는 여러 문제를 해결하는데 응용할 수 있었다. 이 연구를 많은 교사들이 활용하여 학생들이 실생활에서 접하는 문제를 통합적으로 사고하여 해결을 할 수 있기를 기대한다.

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고해상도 주제 정보 생성을 위한 저해상도 원격탐사 자료의 지구통계학기반 상세화 및 정밀 관측 자료와의 통합 (Geostatistical Downscaling of Coarse Scale Remote Sensing Data and Integration with Precise Observation Data for Generation of Fine Scale Thematic Information)

  • 박노욱
    • 대한원격탐사학회지
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    • 제29권1호
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    • pp.69-79
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    • 2013
  • 이 논문에서는 저해상도 원격탐사 자료 기반 주제도의 상세화를 목적으로 2단계로 구성된 지구통계학적 통합 기법을 제안하였다. 우선 영역-점 변환 크리깅을 이용하여 저해상도 부가 자료의 상세화를 수행하고, 이 정보는 이후 통합 과정에서 경향 성분으로 이용된다. 그리고 상세화된 부가 자료와 소수의 정밀 관측 자료와의 통합에 가변적 지역 평균 기반 단순 크리깅을 적용한다. 제안 기법은 저해상도 부가 자료의 상세화를 통해 해상도 차이에 따른 정밀 관측 자료와 부가 자료와의 통계적 연관성을 반영할 수 있으며, 정밀 조사 자료와의 통합을 통해 부가 자료의 오류를 보정할 수 있는 장점이 있다. 제안 기법의 적용성 평가를 위해, 지상 관측 강수 자료와 TRMM 자료와의 통합을 이용한 고해상도 강수 주제도 제작 연구를 수행하였다. 실험 결과, 영역-점 변환 크리깅을 통해 원 자료 스케일의 TRMM 강수값을 재생산할 수 있는 다양한 목표 고해상도에서의 상세 정보 추출이 가능하였다. 그리고 이 자료를 정밀 관측 자료와 통합함으로써 정밀 관측 자료만을 이용하는 단변량 공간 예측 기법에 비해 향상된 예측 정확도를 보였다. 따라서 제안 기법은 서로 다른 해상도를 가지는 자료를 대상으로 저해상도 부가 자료의 상세화에 효율적으로 이용될 수 있을 것으로 기대된다.

SEA를 이용한 셸과 실린더의 최적 용접 조건 (Optimum Welding Position between Shell and Cylinder based on SEA)

  • 이장우;양보석;안병하
    • 한국소음진동공학회논문집
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    • 제14권5호
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    • pp.370-376
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    • 2004
  • The overall aim of this paper is to determine coupling loss factor of welding point between shell and cylinder using loss factor and structural loss factor. For this purpose, two kinds of loss factor were adopted. One is loss factor of each sub structure, another is structural loss factor based on the complex welded or assembled structure. Using these two parameters, it ispossible to derive the coupling loss factor which represent characteristic condition of SEA theory. Coupling loss factor of conjunction in complex structure was expressed as power balance equation. The derived equation for a coupling loss factor has been simplified on the assumption of one way (uni-directional) power flow between multi-sub structures. Using these conditions, it is possible to find the equation of coupling loss factor expressed as above two loss factors. To check the effectiveness of above equation, this paper used two-stage application. The first approach was application between simple cylinder and shell. The next was adopted rotary compressor. Rotary compressor has three main conjunctions between shell and internal vibration part. This equation was applied to find out the optimum welding point with respect to reduce the noise propagation. It shows the effective tool to evaluate the coupling loss factor in complex structure

SEA를 이용한 쉘과 실린더의 최적 용접 조건에 관한 연구 (Study on Optimum Welding Position between Shell and Cylinder based on SEA.)

  • 안병하;이장우;양보석
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2003년도 춘계학술대회논문집
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    • pp.969-972
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    • 2003
  • The overall aim of this paper is to determine coupling loss factor of welding point between shell and cylinder using loss factor and structural loss factor. For this purpose, two kinds of loss factor were adopted. One is loss factor of each sub structure, another is structural loss factor based on the complex welded or assembled structure. Using these two parameters, it is possible to derive the coupling loss factor which represent characteristic condition of SEA theory. Coupling loss factor of conjunction in complex structure was expressed as power balance equation. The derived equation for a coupling loss factor has been simplified on the assumption of one way(nl- directional) power flow between multi-sub structures. Using these conditions, it is possible to find the equation of coupling loss factor expressed as above two loss factors. To check the effectiveness of above equation, this paper used two stage application. The first approach was application between simple cylinder and shell. The next was adopted rotary compressor. Rotary compressor has three main conjunctions between shell and internal vibration part. This equation was applied to find out the optimum welding Point with respect to reduce the noise propagation. It shows the effective tool to evaluate the coupling loss factor in complex structure

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Hardware Approach to Fuzzy Inference―ASIC and RISC―

  • Watanabe, Hiroyuki
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 1993년도 Fifth International Fuzzy Systems Association World Congress 93
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    • pp.975-976
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    • 1993
  • This talk presents the overview of the author's research and development activities on fuzzy inference hardware. We involved it with two distinct approaches. The first approach is to use application specific integrated circuits (ASIC) technology. The fuzzy inference method is directly implemented in silicon. The second approach, which is in its preliminary stage, is to use more conventional microprocessor architecture. Here, we use a quantitative technique used by designer of reduced instruction set computer (RISC) to modify an architecture of a microprocessor. In the ASIC approach, we implemented the most widely used fuzzy inference mechanism directly on silicon. The mechanism is beaded on a max-min compositional rule of inference, and Mandami's method of fuzzy implication. The two VLSI fuzzy inference chips are designed, fabricated, and fully tested. Both used a full-custom CMOS technology. The second and more claborate chip was designed at the University of North Carolina(U C) in cooperation with MCNC. Both VLSI chips had muliple datapaths for rule digital fuzzy inference chips had multiple datapaths for rule evaluation, and they executed multiple fuzzy if-then rules in parallel. The AT & T chip is the first digital fuzzy inference chip in the world. It ran with a 20 MHz clock cycle and achieved an approximately 80.000 Fuzzy Logical inferences Per Second (FLIPS). It stored and executed 16 fuzzy if-then rules. Since it was designed as a proof of concept prototype chip, it had minimal amount of peripheral logic for system integration. UNC/MCNC chip consists of 688,131 transistors of which 476,160 are used for RAM memory. It ran with a 10 MHz clock cycle. The chip has a 3-staged pipeline and initiates a computation of new inference every 64 cycle. This chip achieved an approximately 160,000 FLIPS. The new architecture have the following important improvements from the AT & T chip: Programmable rule set memory (RAM). On-chip fuzzification operation by a table lookup method. On-chip defuzzification operation by a centroid method. Reconfigurable architecture for processing two rule formats. RAM/datapath redundancy for higher yield It can store and execute 51 if-then rule of the following format: IF A and B and C and D Then Do E, and Then Do F. With this format, the chip takes four inputs and produces two outputs. By software reconfiguration, it can store and execute 102 if-then rules of the following simpler format using the same datapath: IF A and B Then Do E. With this format the chip takes two inputs and produces one outputs. We have built two VME-bus board systems based on this chip for Oak Ridge National Laboratory (ORNL). The board is now installed in a robot at ORNL. Researchers uses this board for experiment in autonomous robot navigation. The Fuzzy Logic system board places the Fuzzy chip into a VMEbus environment. High level C language functions hide the operational details of the board from the applications programme . The programmer treats rule memories and fuzzification function memories as local structures passed as parameters to the C functions. ASIC fuzzy inference hardware is extremely fast, but they are limited in generality. Many aspects of the design are limited or fixed. We have proposed to designing a are limited or fixed. We have proposed to designing a fuzzy information processor as an application specific processor using a quantitative approach. The quantitative approach was developed by RISC designers. In effect, we are interested in evaluating the effectiveness of a specialized RISC processor for fuzzy information processing. As the first step, we measured the possible speed-up of a fuzzy inference program based on if-then rules by an introduction of specialized instructions, i.e., min and max instructions. The minimum and maximum operations are heavily used in fuzzy logic applications as fuzzy intersection and union. We performed measurements using a MIPS R3000 as a base micropro essor. The initial result is encouraging. We can achieve as high as a 2.5 increase in inference speed if the R3000 had min and max instructions. Also, they are useful for speeding up other fuzzy operations such as bounded product and bounded sum. The embedded processor's main task is to control some device or process. It usually runs a single or a embedded processer to create an embedded processor for fuzzy control is very effective. Table I shows the measured speed of the inference by a MIPS R3000 microprocessor, a fictitious MIPS R3000 microprocessor with min and max instructions, and a UNC/MCNC ASIC fuzzy inference chip. The software that used on microprocessors is a simulator of the ASIC chip. The first row is the computation time in seconds of 6000 inferences using 51 rules where each fuzzy set is represented by an array of 64 elements. The second row is the time required to perform a single inference. The last row is the fuzzy logical inferences per second (FLIPS) measured for ach device. There is a large gap in run time between the ASIC and software approaches even if we resort to a specialized fuzzy microprocessor. As for design time and cost, these two approaches represent two extremes. An ASIC approach is extremely expensive. It is, therefore, an important research topic to design a specialized computing architecture for fuzzy applications that falls between these two extremes both in run time and design time/cost. TABLEI INFERENCE TIME BY 51 RULES {{{{Time }}{{MIPS R3000 }}{{ASIC }}{{Regular }}{{With min/mix }}{{6000 inference 1 inference FLIPS }}{{125s 20.8ms 48 }}{{49s 8.2ms 122 }}{{0.0038s 6.4㎲ 156,250 }} }}

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65 nm CMOS 기술을 적용한 20 GHz 이하의 1 단 저잡음 증폭기 설계 (Design Optimization of a One-Stage Low Noise Amplifier below 20 GHz in 65 nm CMOS Technology)

  • 센예호;이재홍;신형철
    • 대한전자공학회논문지SD
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    • 제46권6호
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    • pp.48-51
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    • 2009
  • 20 GHz 이하의 주파수 범위에서 저잡음 증폭기의 성능지수를 최대화하기 위해 65 nm RF CMOS 기술을 이용하여 제작된 입력 트랜지스터의 바이어스 전압과 폭을 최적화하였다. 만일 13 GHz 보다 동작 주파수가 높을 경우, 보다 높은 이득을 확보하기 위해 2단 증폭기의 적용이 필요하였다. 또한 5 GHz 보다 낮을 경우, 제한된 범위 내에서의 전력소모를 제어하기 위해, 입력 트랜지스터의 게이트와 소스사이의 추가적인 커패시터를 삽입하였다. 본 논문은 20 GHz 이하에서 동작하는 1단 LNA의 전반적인 성능을 검토하였고, 본 접근법은 다른 CMOS LNA 설계 기술에 적용가능하다.

병원급식의 미생물적 품질보증을 위한 HACCP 전산프로그램의 개발 (The Development of a Computer-Assisted HACCP Program for the Microbiological Quality Assurance in Hospital Foodservice Operations)

  • 곽동경;류경;최성경
    • 한국식생활문화학회지
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    • 제11권1호
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    • pp.107-121
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    • 1996
  • This study was carried out to develop the computer-assisted Hazard Analysis and Critical Control Point (HACCP) program for a systematic approach to the identification, assessment and control of hazards for foodservice manager to assure the microbiological quality of food in hospital foodservice operations. Sanitation practices were surveyed and analyzed in the dietetic department of 4 hospitals. Among them, one 762-bed general hospital was selected as standard model to develop computer-assisted HACCP program. All data base files and processing programs were created by using Foxpro package for easy access of HACCP concept. HACCP program was developed based on the methods suggested by NACMCF, IAMFES and Bryan. This program consisted of two parts: the pre-stage for HACCP study and the implementation stage of the HACCP system. 1. Pre-stage for HACCP study includes the selection of menu item, the development of the HACCP recipe, the construction of a product flow diagram, and printing the HACCP recipe and a product flow diagram. A menu item for HACCP study can be selected from the menu item lists classified by cooking methods. HACCP recipe includes ingredients, their amount and cooking procedure. A flow diagram is constructed based on the HACCP recipe. The HACCP recipe and a product flow diagram are printed out. 2. Implementation of HACCP study includes the identification of microbiological hazards, the determination of critical control points, the establishment of control methods of each hazard, and the complementation of data base file. Potentially hazardous ingredients are determined and microbiological hazards are identified in each phase of the product flow. Critical control points (CCPs) are identified by applying CCP decision trees for ingredients and each process stage. After hazards and CCPs are identified, criteria, monitoring system, corrective action plan, record-keeping system and verification methods are established. When the HACCP study is complemented, HACCP study result forms are printed out. HACCP data base file can be either added, corrected or deleted.

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An analytical model for PVC-FRP confined reinforced concrete columns under low cyclic loading

  • Fang, Yuan;Yu, Feng;Chen, Anchun;Wang, Shilong;Xu, Guoshi
    • Structural Engineering and Mechanics
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    • 제77권2호
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    • pp.179-196
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    • 2021
  • Experimental investigations on the seismic behaviors of the PVC-FRP Confined Reinforced Concrete (PFCRC) columns under low cyclic loading are carried out and two variable parameters including CFRP strips spacing and axial compression ratio are considered. The PFCRC column finally fails by bending and is characterized by the crushing of concrete and yielding of the longitudinal reinforcement, and the column with a high axial compression ratio is also accompanied by the cracking of the PVC tube and the fracture of CFRP strips. The hysteretic curves and skeleton curves of the columns are obtained from the experimental data. With the increase of axial compression ratio, the stiffness degradation rate accelerates and the ductility decreases. With the decrease of CFRP strips spacing, the unloading sections of the skeleton curves become steep and the ductility reduces significantly. On the basis of fiber model method, a numerical analysis approach for predicting the skeleton curves of the PFCRC columns is developed. Additionally, a simplified skeleton curve including the elastic stage, strengthening stage and unloading stage is suggested depending on the geometric drawing method. Moreover, the loading and unloading rules of the PFCRC columns are revealed by analyzing the features of the skeleton curves. The quantitative expressions that are used to predict the unloading stiffness of the specimens in each stage are proposed. Eventually, an analytical model for the PFCRC columns under low cyclic loading is established and it agrees well with test data.

Small-Scale Object Detection Label Reassignment Strategy

  • An, Jung-In;Kim, Yoon;Choi, Hyun-Soo
    • 한국컴퓨터정보학회논문지
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    • 제27권12호
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    • pp.77-84
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    • 2022
  • 본 논문은 객체 위치식별 알고리즘의 성능을 향상하기 위한 레이블 재할당 방법을 제안한다. 제안한 방법은 추론 단계와 재할당 단계로 구분한다. 추론 단계에서는 학습된 모델로부터 사전 지정된 크기에 따라 다중 스케일 추론을 수행한 뒤, 이를 마스킹한 영상을 다시 한번 추론하여 강인한 클래스 종류의 추론 결과를 얻는다. 재할당 단계에서는 박스간의 IoU를 계산하여 중복 박스를 제거하고, 박스와 클래스의 빈도를 계산하여 지배적 클래스를 다시 할당하였다. 제안한 방법을 검증하기 위하여 공사현장 안전장비 인식 영상 데이터 세트에 레이블 재할당 방법을 적용하고 이를 YOLOX-L 객체 탐지 모델에서 학습하였다. 실험 결과 적용 전 대비 mAP가 3.9% 향상하여 51.07%를 달성하였으며 AP_S를 3배 이상 향상하여 14.53%를 달성하였다. 실험 결과를 통해 레이블 재할당 알고리즘이 더 우수한 성능의 모델을 훈련해 냄을 확인하였다.