• 제목/요약/키워드: cross-modal

검색결과 143건 처리시간 0.023초

트윈 빌딩의 공력 특성이 풍응답에 미치는 영향 평가 (Impact of the Aerodynamic Characteristics of Twin Buildings on Wind Responses)

  • 김법렬
    • 한국전산구조공학회논문집
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    • 제33권1호
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    • pp.1-7
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    • 2020
  • 트윈 빌딩의 풍응답은 풍하중의 공력 특성과 트윈 빌딩 구조 시스템의 동적 특성에 영향을 받는다. 본 논문에서는 트윈 빌딩의 두 빌딩의 간격이 다른 두 경우에 대해서 풍응답에 영향을 주는 풍압의 특성을 풍동 실험과 적합 직교 분해 기법을 이용해 파악하고, 3차원 구조 시스템 모델링을 통해 동특성을 파악하였다. 그리고 이중 모달 변환 기법을 이용해서 각 풍압의 특성과 구조물의 동특성이 풍응답에 미치는 영향을 파악하였다. 적합 직교 분해 기법을 통해서 채널링과 와류 효과에 대해서 파악할 수 있었다. 풍 직각 방향의 풍하중은 두 빌딩의 간격에 영향을 많이 받았으며, 풍 방향의 풍하중은 간격에 영향을 적게 받았다. 마찬가지로, 이중 모달 변환 기법에서 교차 참여 계수는 풍 직각 방향에서는 두 빌딩의 간격에 따라 크게 달라진 반면, 풍 방향은 영향이 적었다. 이에 따라 두 빌딩의 간격이 풍 방향의 풍응답 보다 풍 직각 뱡향의 풍응답에 중요한 역할을 하는 것을 알 수 있었다.

Two-stage crack identification in an Euler-Bernoulli rotating beam using modal parameters and Genetic Algorithm

  • Belen Munoz-Abella;Lourdes Rubio;Patricia Rubio
    • Smart Structures and Systems
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    • 제33권2호
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    • pp.165-175
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    • 2024
  • Rotating beams play a crucial role in representing complex mechanical components that are prevalent in vital sectors like energy and transportation industries. These components are susceptible to the initiation and propagation of cracks, posing a substantial risk to their structural integrity. This study presents a two-stage methodology for detecting the location and estimating the size of an open-edge transverse crack in a rotating Euler-Bernoulli beam with a uniform cross-section. Understanding the dynamic behavior of beams is vital for the effective design and evaluation of their operational performance. In this regard, modal parameters such as natural frequencies and eigenmodes are frequently employed to detect and identify damages in mechanical components. In this instance, the Frobenius method has been employed to determine the first two natural frequencies and corresponding eigenmodes associated with flapwise bending vibration. These calculations have been performed by solving the governing differential equation that describes the motion of the beam. Various parameters have been considered, such as rotational speed, beam slenderness, hub radius, and crack size and location. The effect of the crack has been replaced by a rotational spring whose stiffness represents the increase in local flexibility as a result of the damage presence. In the initial phase of the proposed methodology, a damage index utilizing the slope of the beam's eigenmode has been employed to estimate the location of the crack. After detecting the presence of damage, the size of the crack is determined using a Genetic Algorithm optimization technique. The ultimate goal of the proposed methodology is to enable the development of more suitable and reliable maintenance plans.

멀티-뷰 영상들을 활용하는 3차원 의미적 분할을 위한 효과적인 멀티-모달 특징 융합 (Effective Multi-Modal Feature Fusion for 3D Semantic Segmentation with Multi-View Images)

  • 배혜림;김인철
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제12권12호
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    • pp.505-518
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    • 2023
  • 3차원 포인트 클라우드 의미적 분할은 각 포인트별로 해당 포인트가 속한 물체나 영역의 분류 레이블을 예측함으로써, 포인트 클라우드를 서로 다른 물체들이나 영역들로 나누는 컴퓨터 비전 작업이다. 기존의 3차원 의미적 분할 모델들은 RGB 영상들에서 추출하는 2차원 시각적 특징과 포인트 클라우드에서 추출하는 3차원 기하학적 특징의 특성을 충분히 고려한 특징 융합을 수행하지 못한다는 한계가 있다. 따라서, 본 논문에서는 2차원-3차원 멀티-모달 특징을 이용하는 새로운 3차원 의미적 분할 모델 MMCA-Net을 제안한다. 제안 모델은 중기 융합 전략과 멀티-모달 교차 주의집중 기반의 융합 연산을 적용함으로써, 이질적인 2차원 시각적 특징과 3차원 기하학적 특징을 효과적으로 융합한다. 또한 3차원 기하학적 인코더로 PTv2를 채용함으로써, 포인트들이 비-정규적으로 분포한 입력 포인트 클라우드로부터 맥락정보가 풍부한 3차원 기하학적 특징을 추출해낸다. 본 논문에서는 제안 모델의 성능을 분석하기 위해 벤치마크 데이터 집합인 ScanNetv2을 이용한 다양한 정량 및 정성 실험들을 진행하였다. 성능 척도 mIoU 측면에서 제안 모델은 3차원 기하학적 특징만을 이용하는 PTv2 모델에 비해 9.2%의 성능 향상을, 2차원-3차원 멀티-모달 특징을 사용하는 MVPNet 모델에 비해 12.12%의 성능 향상을 보였다. 이를 통해 본 논문에서 제안한 모델의 효과와 유용성을 입증하였다.

Damage detection of shear buildings through structural mass-stiffness distribution

  • Liang, Yabin;Li, Dongsheng;Song, Gangbing;Zhan, Chao
    • Smart Structures and Systems
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    • 제19권1호
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    • pp.11-20
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    • 2017
  • For structural damage detection of shear buildings, this paper proposes a new concept using structural element mass-stiffness vector (SEMV) based on special mass and stiffness distribution characteristics. A corresponding damage identification method is developed combining the SEMV with the cross-model cross-mode (CMCM) model updating algorithm. For a shear building, a model is assumed at the beginning based on the building's distribution characteristics. The model is updated into two models corresponding to the healthy and damaged conditions, respectively, using the CMCM method according to the modal parameters of actual structure identified from the measured acceleration signals. Subsequently, the structural SEMV for each condition can be calculated from the updated model using the corresponding stiffness and mass correction factors, and then is utilized to form a new feature vector in which each element is calculated by dividing one element of SEMV in health condition by the corresponding element of SEMV in damage condition. Thus this vector can be viewed as a damage detection feature for its ability to identify the mass or stiffness variation between the healthy and damaged conditions. Finally, a numerical simulation and the laboratory experimental data from a test-bed structure at the Los Alamos National Laboratory were analyzed to verify the effectiveness and reliability of the proposed method. Both simulated and experimental results show that the proposed approach is able to detect the presence of structural mass and stiffness variation and to quantify the level of such changes.

기어박스로 구동되는 축-저널베어링계의 동적특성에 관한 연구 (Dynamic Characteristics of a Rotor-Journal Bearing System Driven by Gearboxes)

  • 박상규
    • 소음진동
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    • 제5권4호
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    • pp.565-575
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    • 1995
  • Gearboxes are often used in the petrochemical and electrical power plants to transmit mechanical power between two branches of a machinery train rotating at different speeds. When the gearboxes are connected with rotors supported by journal bearings, bearing loads vary in magnitude and direction with rotor speed and torque transmitted by the gearboxes. In this study, dynamic characteristics of the system which consists of gearboxes and a rotor supported by journal bearings are investigated analytically and experimentally by employing the polynomial transfer matrix method and modal analysis under different speeds and torque levels. Journal bearing loads due to the transmitted torque are claculated analytically and the stiffness and damping coefficient of the journal bearings are obtained using finite element method. Comparison of the analytical and experimental results shows that the cross coupled stiffness coefficients increase with increasing rotor speed, while the cross coupled damping coefficients decrease. This generates the oil whirl instability in the journal bearings. As the transmitted torque level goes up, the stiffness coefficients of the journal bearing and the first horizontal natural frequency increase. High levels of the transmitted torque produce high bearing stiffness since the contact loads of the mating gear teeth increase. The logarithmic decrement, which is a stability indicator, is shown to decrease with increasing speed and decreasing torque. Thus, at the low torque level, the system become unstable even at the low shaft speed.

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플라즈마 계단형 다중모드 간섭 결합기의 모드 특성 (Modal Characteristics of Plasmonic Multimode Interference Couplers with Stepped Structure)

  • 호광춘
    • 한국인터넷방송통신학회논문지
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    • 제13권2호
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    • pp.47-52
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    • 2013
  • 플라즈마 다중모드 간섭 결합기 (MMIC)를 계단형으로 구성하여 전형적인 방법으로 설계된 MMIC 보다 결합길이를 현저하게 줄일 수 있는 새로운 구조가 본 논문에서 제안되었다. 전송폭이 계단형인 플라즈마 MMIC에서 60%의 cross 전력분배율에 대하여, 결합길이는 약 42%가 줄어들었다. 또한, 굴절률 변화에 따른 플라즈마 MMIC의 전력분배율과 결합길이는 약 2~6%로 거의 변화가 없었으나, 전송폭을 변화 시켰을 때 전력분배율과 결합길이는 약 30~40%로 큰 변화를 나타내었다.

Free vibration analysis of tapered FRP transmission poles with flexible joint by finite element method

  • Saboori, Behnam;Khalili, Seyed Mohammad Reza
    • Structural Engineering and Mechanics
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    • 제42권3호
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    • pp.409-424
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    • 2012
  • Since relatively low elasticity modulus of the FRP materials results in lower natural frequencies, it is necessary to study the free vibration of FRP transmission poles. In this paper, the free vibration of tapered FRP transmission poles with thin-walled circular cross-section is investigated by a tapered beam element. To model the flexible joints of the modular poles, a rotational spring model is used. Modal analysis is performed for typical FRP poles with/without joint and they are also modeled by ANSYS commercial finite element software. There is a good correlation between the results of the tapered beam finite element model and those obtained from ANSYS as well as the existing experimental results. The effects of different geometries, material lay-ups, concentrated masses at the pole tip, and joint flexibilities are evaluated. Moreover, it is concluded that using tougher fibres at the inner and outer layers of the cross-section, results in higher natural frequencies, significantly.

A novel multistage approach for structural model updating based on sensitivity ranking

  • Jiang, Yufeng;Li, Yingchao;Wang, Shuqing;Xu, Mingqiang
    • Smart Structures and Systems
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    • 제25권6호
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    • pp.657-668
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    • 2020
  • A novel multistage approach is developed for structural model updating based on sensitivity ranking of the selected updating parameters. Modal energy-based sensitivities are formulated, and maximum-normalized indices are designed for sensitivity ranking. Based on the ranking strategy, a multistage approach is proposed, where these parameters to be corrected with similar sensitivity levels are updated simultaneously at the same stage, and the complete procedure continues sequentially at several stages, from large to small, according to the predefined levels of the updating parameters. At every single stage, a previously developed cross model cross mode (CMCM) method is used for structural model updating. The effectiveness and robustness of the multistage approach are investigated by implementing it on an offshore structure, and the performances are compared with non-multistage approach using numerical and experimental vibration information. These results demonstrate that the multistage approach is more effective for structural model updating of offshore platform structures even with limited information and measured noise. These findings serve as a preliminary strategy for structural model updating of an offshore platform in service.

The phenomenology of pain in Parkinson's disease

  • Camacho-Conde, Jose Antonio;Campos-Arillo, Victor Manuel
    • The Korean Journal of Pain
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    • 제33권1호
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    • pp.90-96
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    • 2020
  • Background: Parkinson's disease (PD) is a neurodegenerative disorder that is the second most common disorder after Alzheimer's disease. PD includes both "motor" and "non-motor" symptoms, one of which is pain. The aim of this study was to investigate the clinical characteristics of pain in patients with PD. Methods: This cross-sectional study included 250 patients diagnosed with PD, 70% of which had mild to moderate PD (stages 2/3 of Hoehn and Yahr scale). The average age was 67.4 years, and the average duration since PD diagnosis was 7.1 years. Relevant data collected from PD patients were obtained from their personal medical history. Results: The prevalence of pain was found to be high (82%), with most patients (79.2%) relating their pain to PD. Disease duration was correlated with the frequency of intense pain (R: 0.393; P < 0.05). PD pain is most frequently perceived as an electrical current (64%), and two pain varieties were most prevalent (2.60 ± 0.63). Our findings confirm links between pain, its evolution over time, its multi-modal character, the wide variety of symptoms of PD, and the female sex. Conclusions: Our results demonstrated that the pain felt by PD patients is mainly felt as an electrical current, which contrasts with other studies where the pain is described as burning and itching. Our classification is innovative because it is based on anatomy, whereas those of other authors were based on syndromes.

가진력과 단면형상 변화에 따른 외팔보 감쇠 진동의 민감도 해석 (Sensitivity Analysis of Dynamic Response by Change in Excitation Force and Cross-sectional Shape for Damped Vibration of Cantilever Beam)

  • 윤성호
    • 한국기계가공학회지
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    • 제20권8호
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    • pp.11-17
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    • 2021
  • This paper describes the time rate of change of dynamic response of a cantilever beam inserted with a damping element, such as bonding, which is excited under a general force at various locations. A sensitivity analysis was performed in a finite element model to show that two types of second-order algebraic governing equations were used to predict the rate of change of dynamic displacement: one is related to the modal coordinate linked to a physical coordinate, and the other to the design parameter of the time rate of change of displacement. The sensitivity differential equation formulation includes more complicated terms compared with that of the undamped cantilever beam. The sensitivities of the dynamic response were observed by changing the location of the excitation force, displacement extraction, and cross-sectional area of the beam. The analytical results obtained by this suggested theory showed a relatively good agreement when compared with those obtained using the commercial finite element program. The suggested analysis procedure enables the prediction of the response sensitivity for any finite element model of the dynamic system.