• 제목/요약/키워드: Shape-Generation

검색결과 999건 처리시간 0.027초

조선해양 CAD 기반 용접검사 정보 자동 추출 시스템 개발 (A Development of Automatic Extraction System for Welding Inspection Information based on Shipbuilding and Maritime CAD)

  • 김배성;황훈규;송창섭;이기택
    • 한국정보통신학회논문지
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    • 제24권1호
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    • pp.28-36
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    • 2020
  • 조선소에서 이루어지는 선박 건조는 용접에 의해 수행되고 있으며, 친환경선박에 대한 국제적인 요구에 따라 용접물량은 증가하고 있다. 용접부는 비파괴검사를 통하여 품질을 보증하고 있으며, 검사 정보를 나타내는 리포트는 인력이 설계된 도면을 확인하여 수작업으로 용접검사 리포트가 작성된다. 이 과정에서 소요되는 많은 공수와 인적오류로 인하여 손실이 발생하고 있다. 이러한 문제 해결을 위해 본 논문에서는 조선 전용 CAD 소프트웨어를 기반으로 설계된 데이터를 입력하여 용접검사에 관한 리포트가 자동으로 생성되는 시스템에 대하여 다룬다. 개발하는 시스템은 모델링의 도면으로부터 형상 데이터를 분석하여 부재 면의 확장을 통해 용접부를 판단 및 태그 넘버를 생성하고, 용접길이, 두께, 재질 등 검사에 필요한 정보를 자동으로 추출하는 기능을 제공한다. 시스템의 유용성을 검증하기 위해 시스템을 통해 추출된 검사 정보와 모델링 도면을 비교하여 일치하는 것을 확인하였다.

섬유 드레이프 이미지를 활용한 드레이프 생성 모델 구현에 관한 연구 (A Study on the implementation of the drape generation model using textile drape image)

  • 손재익;김동현;최윤성
    • 스마트미디어저널
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    • 제10권4호
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    • pp.28-34
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    • 2021
  • 드레이프는 의상의 외형을 결정하는 요인 중 하나로 섬유·패션 산업에서 매우 중요한 요소 중 하나이다. 코로나 바이러스의 영향으로 비대면 거래가 활성화되고 있는 시점에서, 드레이프값을 요구하는 업체들이 많아지고 있다. 하지만 중소기업이나 영세 기업의 경우, 드레이프를 측정하는 것에 대한 시간과 비용적 부담을 느껴, 드레이프를 측정하는 데에 어려움을 겪고 있다. 따라서 본 연구는 디지털 물성을 측정하여 생성된 3D 시뮬레이션 이미지를 통해 조건부 적대적 생성 신경망을 이용하여 입력된 소재의 물성값에 대한 드레이프 이미지 생성을 목표로 하였다. 기존 보유한 736개의 디지털 물성값을 통해, 드레이프 이미지를 생성하였으며, 이를 모델 학습에 이용하였다. 이후 생성 모델을 통해 나온 이미지 샘플에 대하여 드레이프 값을 계산하였다. 실제 드레이프 실험 값과 생성 드레이프 값 비교결과, 첨두수의 오차는 0.75개였으며, 드레이프값의 평균 오차는 7.875의 오차를 보임을 확인할 수 있었다.

Numerical study on the resonance behavior of submerged floating tunnels with elastic joint

  • Park, Joohyun;Kang, Seok-Jun;Hwang, Hyun-Joong;Cho, Gye-Chun
    • Geomechanics and Engineering
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    • 제29권3호
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    • pp.207-218
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    • 2022
  • In submerged floating tunnels (SFTs), a next-generation maritime transportation infrastructure, the tunnel module floats in water due to buoyancy. For the effective and economical use of SFTs, connection with the ground is inevitable, but the stability of the shore connection is weak due to stress concentration caused by the displacement difference between the subsea bored tunnel and the SFT. The use of an elastic joint has been proposed as a solution to solve the stability problem, but it changes the dynamic characteristics of the SFT, such as natural frequency and mode shape. In this study, the finite element method (FEM) was used to simulate the elastic joints in shore connections, assuming that the ground is a hard rock without displacement. In addition, a small-scale model test was performed for FEM model validation. A parametric study was conducted on the resonance behavior such as the natural frequency change and velocity, stress, and reaction force distribution change of the SFT system by varying the joint stiffness under loading conditions of various frequencies and directions. The results indicated that the natural frequency of the SFT system increased as the stiffness of the elastic joint increased, and the risk of resonance was the highest in the low-frequency environment. Moreover, stress concentration was observed in both the SFT and the shore connection when resonance occurred in the vertical mode. The results of this study are expected to be utilized in the process of quantitative research such as designing elastic joints to prevent resonance in the future.

Conceptual design of small modular reactor driven by natural circulation and study of design characteristics using CFD & RELAP5 code

  • Kim, Mun Soo;Jeong, Yong Hoon
    • Nuclear Engineering and Technology
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    • 제52권12호
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    • pp.2743-2759
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    • 2020
  • A detailed computational fluid dynamics (CFD) simulation analysis model was developed using ANSYS CFX 16.1 and analyzed to simulate the basic design and internal flow characteristics of a 180 MW small modular reactor (SMR) with a natural circulation flow system. To analyze the natural circulation phenomena without a pump for the initial flow generation inside the reactor, the flow characteristics were evaluated for each output assuming various initial powers relative to the critical condition. The eddy phenomenon and the flow imbalance phenomenon at each output were confirmed, and a flow leveling structure under the core was proposed for an optimization of the internal natural circulation flow. In the steady-state analysis, the temperature distribution and heat transfer speed at each position considering an increase in the output power of the core were calculated, and the conceptual design of the SMR had a sufficient thermal margin (31.4 K). A transient model with the output ranging from 0% to 100% was analyzed, and the obtained values were close to the Thot and Tcold temperature difference value estimated in the conceptual design of the SMR. The K-factor was calculated from the flow analysis data of the CFX model and applied to an analysis model in RELAP5/MOD3.3, the optimal analysis system code for nuclear power plants. The CFX analysis results and RELAP analysis results were evaluated in terms of the internal flow characteristics per core output. The two codes, which model the same nuclear power plant, have different flow analysis schemes but can be used complementarily. In particular, it will be useful to carry out detailed studies of the timing of the steam generator intervention when an SMR is activated. The thermal and hydraulic characteristics of the models that applied porous media to the core & steam generators and the models that embodied the entire detail shape were compared and analyzed. Although there were differences in the ability to analyze detailed flow characteristics at some low powers, it was confirmed that there was no significant difference in the thermal hydraulic characteristics' analysis of the SMR system's conceptual design.

적대적 생성 신경망을 통한 얼굴 비디오 스타일 합성 연구 (Style Synthesis of Speech Videos Through Generative Adversarial Neural Networks)

  • 최희조;박구만
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제11권11호
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    • pp.465-472
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    • 2022
  • 본 연구에서는 기존의 동영상 합성 네트워크에 스타일 합성 네트워크를 접목시켜 동영상에 대한 스타일 합성의 한계점을 극복하고자 한다. 본 논문의 네트워크에서는 동영상 합성을 위해 스타일갠 학습을 통한 스타일 합성과 동영상 합성 네트워크를 통해 스타일 합성된 비디오를 생성하기 위해 네트워크를 학습시킨다. 인물의 시선이나 표정 등이 안정적으로 전이되기 어려운 점을 개선하기 위해 3차원 얼굴 복원기술을 적용하여 3차원 얼굴 정보를 이용하여 머리의 포즈와 시선, 표정 등의 중요한 특징을 제어한다. 더불어, 헤드투헤드++ 네트워크의 역동성, 입 모양, 이미지, 시선 처리에 대한 판별기를 각각 학습시켜 개연성과 일관성이 더욱 유지되는 안정적인 스타일 합성 비디오를 생성할 수 있다. 페이스 포렌식 데이터셋과 메트로폴리탄 얼굴 데이터셋을 이용하여 대상 얼굴의 일관된 움직임을 유지하면서 대상 비디오로 변환하여, 자기 얼굴에 대한 3차원 얼굴 정보를 이용한 비디오 합성을 통해 자연스러운 데이터를 생성하여 성능을 증가시킴을 확인했다.

강유전체 고분자의 음의 압전 물성 및 상공존경계(MPB)에 대한 고찰 (Perspective on Ferroelectric Polymers Presenting Negative Longitudinal Piezoelectric Coefficient and Morphotropic Phase Boundary)

  • 임성빈;부상돈;정창규
    • 한국전기전자재료학회논문지
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    • 제35권6호
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    • pp.523-546
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    • 2022
  • Morphotropic phase boundary (MPB), which is a special boundary that separates two or multiple different phases in the phase diagram of some ferroelectric ceramics, is an important concept in identifying physics that includes piezoelectric responses. MPB, which had not been discovered in organic materials until recently, was discovered in poly(vinylidene fluoride-co-trifluoroethylene (P(VDF-TrFE)), resulting from a molecular approach. The piezoelectric coefficient of P(VDF-TrFE) in this MPB region was achieved up to -63.5 pC N-1, which is about two times as large as the conventional value of -30 pC N-1 of P(VDF-TrFE). An order-disorder arrangement greatly affects the rise of the piezoelectric effect and the ferroelectric, paraelectric and relaxor ferroelectric of P(VDF-TrFE), so the arrangement and shape of the polymer chain is important. In this review, we investigate the origin of negative longitudinal piezoelectric coefficients of piezoelectric polymers, which is definitely opposite to those of common piezoelectric ceramics. In addition to the mainly discussed issue about MPB behaviors of ferroelectric polymers, we also introduce the consideration about polymer chirality resulting in relaxor ferroelectric properties. When the physics of ferroelectric polymers is unveiled, we can improve the piezoelectric and pyroelectric properties of ferroelectric polymers and contribute to the development of next-generation sensor, energy, transducer and actuator applications.

Thickness measurements of a Cr coating deposited on Zr-Nb alloy plates using an ECT pancake sensor

  • Jeong Won Park;Bonggyu Ji;Daegyun Ko;Hun Jang;Wonjae Choi
    • Nuclear Engineering and Technology
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    • 제55권9호
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    • pp.3260-3267
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    • 2023
  • Zr-Nb alloy have been widely used as fuel rods in nuclear power plants. However, from the Fukushima nuclear accident, the weakness of the rod was revealed under harsh conditions, and research on the safety of these types of rods was conducted after the disaster. The method of depositing chromium onto the existing Zr-Nb alloy fuel rods is being considered as a means by which to compensate for the weakness of Zr-Nb alloy rods because chromium is strong against oxidation at high temperatures and has high strength. In order to secure these advantages, it is important to maintain the Cr thickness of the rods and properly inspect the rods before and during their use in power generation. Eddy current testing is a typical means of evaluating the thickness of thin metals and detecting surface defects. Depending on the size and shape of the inspected object, various eddy current sensors can be applied. In particular, because pancake sensors can be manufactured in very small sizes, they can be used for inspections even in narrow spaces, such as a nuclear fuel assembly. In this study, an eddy current technique was developed to confirm the feasibility of Cr coating thickness evaluations. After determining the design parameters of the pancake sensor by means of a FEM simulation, a FPCB pancake sensor was manufactured and the optimal frequency was selected by measuring minute changes in the Cr-coating thickness using the developed sensor.

전동차 선로 이음매 판의 파손 해석 (Damage Analysis of Train Rail Fishplate)

  • 윤서현;최병철;신기항;남기우
    • 한국산업융합학회 논문집
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    • 제26권2_2호
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    • pp.341-347
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    • 2023
  • The subway is one of the most common and important means of transportation in modern society. In order to use the subway safely, tracks are necessary, but trains are prone to derailment and collisions. In order for the train to run safely on the track, the fishplate that connects the line connection is used. The damaged railway was a fishplate for connecting subway lines used for 11 years, and damage analysis and countermeasures were presented. Beach marks were observed on both fracture surfaces, and striations appeared at the range of crack propagation. The damaged part is Cr carbide, which has a higher hardness than the base metal, and is judged to be embrittled and destroyed by fatigue. The SM50C fishplate was subjected to a cyclic stress of about 59% of the upper limit of tensile-compression fatigue limit, but inclusions were the cause of failure. In order to prevent fatigue failure of the SM50C steel fishplate, the occurrence of inclusions should be minimized and processed to have a homogeneous structure when manufacturing the fishplate. In addition, compressive residual stress is given through surface modification such as peening to control crack generation. It is necessary to minimize the change in shape that can become a stress concentration part along with accurate fastening of the bolt, and to design the stress distribution to be as uniform as possible.

중증 치매환자복 형태에 따른 근육 부하 및 피로도 평가 (Evaluation of Muscle Load and Fatigue According to the Shape of Severe Dementia Patients' Clothing)

  • 박광애;양정은;정하영
    • 한국의류산업학회지
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    • 제25권2호
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    • pp.185-198
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    • 2023
  • The purpose of this study is to obtain information necessary for the development of patient clothes that can reduce physical fatigue of caregivers by quantitatively measuring the muscle load and fatigue. The patient clothes used in this study can be broken down into three types: A type (back center zipper open suit), B type (top-to bottom separated patient clothes), and C type (front zipper open suit). The EMG measurement sites are as follows: hand muscle (brachioradialis), upper arm (biceps, triceps), shoulder (anterior deltoid, medial deltoid, posterior deltoid, upper trapezius), and waist (erector spinae); additionally, the EMG signals were measured. Through this experiment, muscle load, muscle energy consumption, and muscle fatigue generation tendency were analyzed. The results of the study revealed that the C type patient clothes required the most strength in the muscles of the shoulders, upper arms, hands, and back when being put on and taken off compared to other patient clothes. The A type clothes required a relatively large force in opening the zipper. In terms of muscle energy consumption, B type generally called for more strength when it came to the zip-up and putarmsup motions. With regard to the cover the body and put legs/hips up motions, C type used the highest amount of muscle energy, whereas A type used relatively little energy. In terms of the occurrence of muscle fatigue during the putting on and taking off of the patient's clothing, there was a difference in the area and degree of muscle fatigue in the A, B, and C types, and there was also a tendency for muscle fatigue to occur when performing repetitive movements.

베지어 곡선을 활용한 육각 그리드의 그림자 생성 방법 (Hexagonal Grid Shadow Generation using Bézier Curves)

  • 김민석;남택관;박영진
    • 스마트미디어저널
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    • 제12권4호
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    • pp.47-57
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    • 2023
  • 육각 그리드(hexagonal grid) 구조는 지리정보시스템에서 공간정보 데이터를 처리하고 표현하기에 우수하여 많은 연구가 이루어지고 있다. 육각 그리드를 이용한 시각화는 다른 그리드 표현 방법 대비 시인성이 높지만, 이에 표현된 공간정보 데이터에 따라 양적 정보와 그리드 간 데이터 차이를 효과적으로 전달하는 데 어려움이 있다. 따라서, 본 연구에서는 육각 그리드 외곽에 그림자를 생성하여 시각적으로 육각 그리드를 강조하는 방법을 제안한다. 이를 위해 강조하고자 하는 육각 그리드들의 최외곽 선분들을 오프셋 시키고, 그 정보를 바탕으로 베지어 곡선을 생성하여 최종적인 그림자 형상을 결정한다. 그림자는 육각 그리드에서 멀어질수록 서서히 옅어진다는 특성을 활용하여, 그림자의 가장자리로 갈수록 투명도를 가변적으로 적용한다. 제안하는 방법을 이용하여 하나의 육각 그리드뿐만 아니라 여러 개의 육각 그리드가 주어지더라도 그림자 영역을 효과적으로 생성할 수 있음을 보였으며, 사용자 인터페이스의 입력에 따라 다양한 그림자 형상을 생성할 수 있다. 서울특별시의 행정구 중 용산구에 제안하는 방법을 활용하여 그림자를 생성한 후 시각적으로 강조한 결과를 보인다.