• 제목/요약/키워드: Experimental Design Technique

검색결과 1,033건 처리시간 0.028초

Characteristics of AE Signals from Fatigue Crack Propagation and Penetration of a Surface Crack in 6061 Aluminum Plate

  • Ahn, Seok-Hwan;Nam, Ki-Woo
    • International Journal of Ocean Engineering and Technology Speciallssue:Selected Papers
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    • 제4권1호
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    • pp.44-50
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    • 2001
  • Existing surface defects in structural members often act as sites of fatigue crack initiation, and if undetected, these cracks may grow through the thickness of the member, leading to catastrophic failure of the structure. Thus, in-service monitoring of fatigue cracks through reliable and effective nondestructive techniques is an important ingredient in the leak-before-break (LBB) design and safe operation of defects critical structures. An advanced, waveform-based, acoustic emission (AE) technique has been used in this paper to study the characteristics of the signals emanating from the initiation, growth and through-the -thickness penetration of surface fatigue crack in a 6061 aluminum plate. The goal of this experimental study is to determine whether the evolution of the fatigue crocks could be identified from the properties of the waveforms produced during the tests. The AE waveform signals detected at different stages of crack growth was found to have different temporal and spectral characteristics. The data analysis technique presented here can be applied to real-time monitoring of the initiation and propagation of fatigue cracks in structural components.

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탄성체 약물주입기 개선을 위한 이론적·실험적 고찰 (Theoretical and Experimental Considerations for Improving Elastomer Drug Infusers)

  • 김동훈;강태원
    • 한국생산제조학회지
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    • 제26권3호
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    • pp.320-327
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    • 2017
  • The main function of an infuser is to ensure constant dosage of a drug. Elastomer drug infusers have been used widely owing to their economic advantages. The mechanism of the device is primarily based on the pressure created from the elastic material that contains the drugs. However, as the drug is infused and the internal pressure is reduced, the drug is not linearly infused at all times. This study involves investigating factors to improve the design of the infuser. The first factor is the range of proper deformation, which does not affect a significant amount of stress variation during infusion. The second is concerned with the flow restrictor and the associated design variables are recommended by employing finite element analysis and the factorial experiment technique. The last factor is related to the spring device connected to balloon. The results showed that the drug reservoir can compensate for unexpected pressure gradient drops.

파우더 블라스팅을 이용한 유리 가공시 실험계획법에 의한 가공면 분석 (Predictive modeling of surface roughness and material removal In powder blasting of glass by design of experiments)

  • 김권흡;김정근;한진용;성은제;박동삼;유우식
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 추계학술대회 논문집
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    • pp.681-684
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    • 2005
  • The old technique of sandblasting which has been used for paint or scale removing, deburring, and glass decorating has recently been developed into a powder blasting technique for brittle materials, capable of producing micro structures larger than 100um. A large number of Investigations on the abrasive jet machining with output parameters as material removal rate, penetrate and surface finish have been carried out and reported by various authors. In this paper, we investigated the effect of surface characteristics and surface shape of the abrasive jet machined glass surface under different blasting parameter. and finally we established a model for abrasive flow machining process, and compared with experimental results.

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Effect of temperature and blank holder force on non-isothermal stamp forming of a self-reinforced composite

  • Kalyanasundaram, Shankar;Venkatesan, Sudharshan
    • Advances in aircraft and spacecraft science
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    • 제3권1호
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    • pp.29-43
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    • 2016
  • Composite materials are rapidly gaining popularity as an alternative to metals for structural and load bearing applications in the aerospace, automotive, alternate energy and consumer industries. With the advent of thermoplastic composites and advances in recycling technologies, fully recyclable composites are gaining ground over traditional thermoset composites. Stamp forming as an alternative processing technique for sheet products has proven to be effective in allowing the fast manufacturing rates required for mass production of components. This study investigates the feasibility of using the stamp forming technique for the processing of thermoplastic, recyclable composite materials. The material system used in this study is a self-reinforced polypropylene composite material (Curv$^{(R)}$). The investigation includes a detailed experimental study based on strain measurements using a non-contact optical measurement system in conjunction with stamping equipment to record and measure the formability of the thermoplastic composites in real time. A Design of Experiments (DOE) methodology was adopted to elucidate the effect of process parameters that included blank holder force, pre heat temperature and feed rate on stamp forming. DOE analyses indicate that feed rate had negligible influence on the strain evolution during stamp forming and blank holder force and preheat temperature had significant effect on strain evolution during forming.

Buckling and bending of coated FG graphene-reinforced composite plates and shells

  • Ahmed Amine Daikh;Amin Hamdi;Hani M. Ahmed;Mohamed S. Abdelwahed;Alaa A. Abdelrahman;Mohamed A. Eltaher
    • Advances in nano research
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    • 제15권2호
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    • pp.113-128
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    • 2023
  • The advancement of theoretical research has numerous challenges, particularly with regard to the modeling of structures, in contrast to experimental investigation of the mechanical behavior of complex systems. The main objective of this investigation is to provide an analytical analysis of the static problem of a new generation of composite structure, namely, functionally graded FG graphene reinforced composite GRC coated plates/shells. A complex power law function is used to define the material's graduation. Investigations are conducted on Hardcore and Softcore coated FG plates/shells. The virtual work approach is used to perform the equilibrium equations, which are then solved using the Galerkin technique to account for various boundary conditions. With reliable published articles, the presented solution is validated. The effects of hardcore and softcore distributions, gradation indexes, and boundary conditions on the buckling, bending deflection and stresses of FG GRC-coated shells are presented in detail. Obtained results and the developed procedure are supportive for design and manufacturing of FG-GRC coated plates/shells in several fields and industries e.g., aerospace, automotive, marine, and biomedical implants.

전기자동차용 3kW급 LDC를 위한 통합형 플라나변압기 설계 (Integrated Planar Transformer Design of 3 kW LDC for Electric Vehicles)

  • 라마단;석채영;김상진;최세완;유병우;박상훈
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2020년도 전력전자학술대회
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    • pp.157-159
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    • 2020
  • This paper presents an optimal planar transformer design of a 3-kW Low voltage DC-DC Converter (LDC) with 3.68 kW/L power density for electric vehicle (xEV) application. The transformer is optimized based on the trade-off between footprint and loss using the proposed figure-of-merit (FOM) based optimization. In order to achieve ZVS under entire load range, an external leakage inductance is added and implemented using the proposed magnetic integration technique. A comparison between non-integrated and integrated magnetic core using finite element analysis (FEA) is presented. The result shows that the integrated core can reduce the core loss up to 35 % and core boxed volume up to 15 % compared to the non-integrated core. Experimental results are also provided to validate the proposed magnetic integration technique.

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무독성 호안블록의 수리학적 안정성에 관한 실험적 연구 (An Experimental Study on Hydraulic Stability of Non-toxic Revetment Block)

  • 김상우;구영민;김영도;박재현
    • 대한토목학회논문집
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    • 제33권3호
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    • pp.987-995
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    • 2013
  • 본 연구의 목적은 국내 하천 복원의 자연친화적인 설계를 위한 무독성 호안공법의 수리적 안정성을 검토하는 것이다. 최근 들어 공학적 효율 위주의 치수 기능만을 위한 하천관리 정책에서 벗어나 하천의 환경적 기능의 개선을 위한 생태하천 복원사업이 이루어지고 있다. 그러나 신규 호안공법에 대한 부적절한 수리학적 설계기준이 자주 홍수기 경제적 손실을 유발하고 있다. 사석 및 블록의 안정성에 관한 연구는 크게 하천에서 제방, 하상보호, 세굴방지 등의 목적과 바다에서 호안 또는 방조제의 축조에 따라 투하하는 사석의 안정성에 기초를 둔 연구가 대부분이며 경험식으로 이루어져 있다. 본 연구에서는 최고 유속 3.5 m/s인 고속수로를 제작하여 수리실험을 수행하였으며, 무독성 접착제를 이용한 블록공법에 대한 다양한 조건의 수리실험을 통해서 수리적 안정성을 위한 호안블록의 한계유속을 구하였다.

앙상블을 이용한 기계학습 기법의 설계: 뜰개 이동경로 예측을 통한 실험적 검증 (Ensemble Design of Machine Learning Technigues: Experimental Verification by Prediction of Drifter Trajectory)

  • 이찬재;김용혁
    • 예술인문사회 융합 멀티미디어 논문지
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    • 제8권3호
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    • pp.57-67
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    • 2018
  • 앙상블 기법은 기계학습에서 다수의 알고리즘을 사용하여 더 좋은 성능을 내기 위해 사용하는 방법이다. 본 논문에서는 앙상블 기법에서 많이 사용되는 부스팅과 배깅에 대해 소개를 하고, 서포트벡터 회귀, 방사기저함수 네트워크, 가우시안 프로세스, 다층 퍼셉트론을 이용하여 설계한다. 추가적으로 순환신경망과 MOHID 수치모델을 추가하여 실험을 진행한다. 실험적 검증를 위해 사용하는 뜰개 데이터는 7 개의 지역에서 관측된 683 개의 관측 자료다. 뜰개 관측 자료를 이용하여 6 개의 알고리즘과의 비교를 통해 앙상블 기법의 성능을 검증한다. 검증 방법으로는 평균절대오차를 사용한다. 실험 방법은 배깅, 부스팅, 기계학습을 이용한 앙상블 모델을 이용하여 진행한다. 각 앙상블 모델마다 동일한 가중치를 부여한 방법, 차등한 가중치를 부여한 방법을 이용하여 오류율을 계산한다. 가장 좋은 오류율을 나타낸 방법은 기계학습을 이용한 앙상블 모델로서 6 개의 기계학습의 평균에 비해 61.7%가 개선된 결과를 보였다.

Design of a Charge Equalizer Based on Battery Modularization

  • Park, Hong-Sun;Kim, Chol-Ho;Moon, Gun-Woo
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2008년도 하계학술대회 논문집
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    • pp.413-415
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    • 2008
  • The charge equalizer design for a series connected battery string is very challenging because it needs to satisfy many requirements such as implementation possibility, equalization speed, equalization efficiency, controller complexity, size and cost issues, voltage and current stress, and so on. Numerous algorithms and circuits were developed to meet the above demands and some interesting results have been obtained through them. However, for a large number of cells, for example, eighty or more batteries, the previous approaches might cause problems. Such problems include long equalization time, high controller complexity, bulky size, high implementation cost, and high voltage and current stress. To overcome these circumstances, this paper proposes a charge equalizer design method based on a battery modularization technique. In this method, the number of cells that we consider in an equalizer design procedure can be effectively reduces; thus, designing a charge equalizer becomes much easier. Furthermore, by applying the previously verified charge equalizers to the intramodule and the outer-module, we can obtain easy design of a charge equalizer and good charge balancing performance. Several examples and experimental results are presented to demonstrate the usefulness of the charge equalizer design method.

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열간등가압소결 공정에서 유한요소법을 이용한 컨테이너 형상의 최적설계 (Optimal Shape Design of a Container Under Hot Isostatic Pressing by a Finite Element Method)

  • 정석환;박환;전경달;김기태;황상무
    • 대한기계학회논문집A
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    • 제24권9호
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    • pp.2211-2219
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    • 2000
  • Near net shape forming of 316L stainless steel powder was investigated under hot isostatic pressing. To simulate densification and deformation of a powder compact in a container during hot isostatic pressing, the constitutive model of Abouaf and co-workers was implemented into a finite element analysis. An optimal design technique based on the design sensitivity was applied to the container design during hot isostatic pressing. The optimal shape of the container was predicted from the desired final shape of a powder compact by iterative calculations. Experimental data of 316L stainless steel powder showed that the optimally designed container allowed precise forming of the desired powder compact during hot isostatic pressing.