• 제목/요약/키워드: physical-mechanical

검색결과 3,397건 처리시간 0.029초

물리 기반 인공신경망을 이용한 PIV용 합성 입자이미지 생성 (Generation of Synthetic Particle Images for Particle Image Velocimetry using Physics-Informed Neural Network)

  • 최현조;신명현;박종호;박진수
    • 한국가시화정보학회지
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    • 제21권1호
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    • pp.119-126
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    • 2023
  • Acquiring experimental data for PIV verification or machine learning training data is resource-demanding, leading to an increasing interest in synthetic particle images as simulation data. Conventional synthetic particle image generation algorithms do not follow physical laws, and the use of CFD is time-consuming and requires computing resources. In this study, we propose a new method for synthetic particle image generation, based on a Physics-Informed Neural Networks(PINN). The PINN is utilized to infer the flow fields, enabling the generation of synthetic particle images that follow physical laws with reduced computation time and have no constraints on spatial resolution compared to CFD. The proposed method is expected to contribute to the verification of PIV algorithms.

스마트기기를 이용한 운동량 관리모듈 개발 (Development of a Physical Training Management Module Using Smart Devices)

  • 신기수;정하민;권순재;이세한;김동헌
    • 한국지능시스템학회논문지
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    • 제25권6호
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    • pp.571-577
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    • 2015
  • 본 논문은 운동기구에 장착할 수 있는 와이파이 모듈을 이용하여 운동시 운동량에 대한 데이터를 스마트기기에 전송할 수 있는 관리 모듈을 개발한다. 본 연구에서는 스틱(Stick)형 운동기구를 대상으로 운동기구에서 측정되는 운동량을 센서에서 측정한 후 무선통신을 통해 스마트 기기에 데이터를 보낸다. 스마트 기기에서는 사람별로 분류화된 데이터 목록에 운동량 데이터를 저장하여 추후 사용자에게 과거에 운동한 기록들을 보게 해준다. 제작된 앱(App)은 안드로이드와 iOS에서 모두 동작할 수 있도록 제작되었으며, 성능평가의 결과로서 내환경 시험 및 전자파 인증 시험을 외부전문기관의 챔버내에서 진행하여 성능을 만족함을 확인하였다. 개발된 운동량관리 모듈은 다양한 형태의 운동기구에 적용 가능하여 추후 많은 확장성을 갖는다.

산소 섭취량을 통하여 관찰한 수영의 생리학적 분석 (Physiological Analysis of Freestyle and Breast Stroke Swimming in High School Boys)

  • 남기용;권승락;조윤식;김윤선;김대성;김영태
    • The Korean Journal of Physiology
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    • 제3권2호
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    • pp.1-7
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    • 1969
  • Physiological analysis of swimming in 13 (age:16.3 years, freestyle swimming) and 15 (age:17.2 years, breast stroke swimming) high school boys through oxygen uptake and oxygen debt measurements were performed. The following results were obtained. 1. In freestyle swimming oxygen debt was greater and mechanical efficiency was lower in subjects with less speed. In beginner efficiency was only 1.35%, whereas, in a more skilled subject it ranged to 4.28%. The mean efficiency was 2.59%. 2. In freestyle swimming the speed-oxygen debt curve was convex to the speed axis and the curve shifted to the right the more the speed was greater. 3. Maximal oxygen uptake in breast stroke swimming was 2.51 l/min or 41.8 ml/kin/kg and was 79.3% of treadmill running. Maximal pulmonary ventilation in breast stroke swimming was 73.1 l/min and was 87% of treadmill running. Maximal ventilation equivalent was 2.89 liters. 4. In subjects with greater speed of breast stroke swimming maximal oxygen uptake and mechanical efficiency of swimming were greater. The mechanical efficiency of breast stroke swimming averaged 1.08% $(range:0.51{\sim}1.70%)$. The coefficient of correlation between speed and efficiency was r=.87.

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GaAsAl 레이저 자극이 흰쥐의 압통역치에 미치는 영향 (Effects of GaAsAl Laser on the Pressure Pain Threshold in Rats)

  • 송영화;이영구;임종수
    • 대한물리치료과학회지
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    • 제7권2호
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    • pp.533-543
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    • 2000
  • This study was designed to evaluate the analgesic effect of low power GaAsAl laser on the pain threshold of mechanical stimulation using different treatment points, acupuncture point (zusanli) and non-acupuncture points(back). Furthermore, we investigated the analgesic effect of low power GaAsAl laser using the different duration and intensity of laser in mechanical stimulation induced pain behavior. The results were summarized as follows: 1. The threshold of mechanical stimulation was significantly increased by GaAsAl laser stimulation into zusanli point after 15 and 30 min after laser stimulation(P<05). However, the laser stimulation into non-acupoint did not affect the pain threshold of mechanical stimulation. with dose dependent manner. 2. In order to investigate the analgesic effects of BV depending upon different intensities of laser stimulation, the experimental animals were divided into three groups: 3 mW treated group, 6 mW treated group and 10 mW treated group. The low power GaAsAl laser stimulation was applied into zusanli acupoint for 30 min with different intensity of laser stimulation. Six and ten mW of laser stimulation significantly increased the pain threshold of mechanical stimulation at 15 min after laser stimulation as compared to that of control group(P<.05). Moreover, the analgesic effect of 10 mW laser stimulation was maintained for 30 min after laser stimulation (P<.05). 3. Finally, we tested the analgesic effect of 10 mW laser stimulation using different duration such as 10 min, 30 min or 1 hr after application of mechanical stimulation. In 30 min treatment group, the pain threshold of mechanical stimulation was increased at 15min and 30min after laser stimulation(P<.05). However, laser stimulation for 60 min dramatically increased the pain threshold of mechanical stimulation at 0 min after laser stimulation and the analgesic effect of laser stimulation was observed until 1 hr after laser stimulation. In conclusion, these data apparently demonstrate that low power GaAsAl laser has analgesic effect on mechanical induced pain model in rats. In addition, the treated point, intensity and duration of laser stimulation should be concerned before clinical application for pain management purpose.

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특성 시험 결과를 이용한 마찰 서스펜션의 비선형 특성 모델링 (Non-linear Characteristic Modeling of Frictional Suspension Using Measured Data)

  • 윤창규;장진석;진재훈;유완석
    • 대한기계학회논문집A
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    • 제39권1호
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    • pp.45-53
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    • 2015
  • 세탁기의 용량이 커지면서 세탁 및 탈수 시의 세탁물에 의한 질량 불균형 문제가 심해지고 있으며, 이러한 문제를 해결하기 위하여 세탁기에서도 다양한 형태의 서스펜션이 장착되고 있다. 본 연구에서는 마찰 서스펜션에서 발생하는 힘을 측정한 뒤, 물리적인 수식으로 마찰 서스펜션의 비선형 특성을 모델링 하였다. 최소 자승 해(least squares solution)를 구해 파라미터들을 추정하고, 시험과 동일한 조건의 시뮬레이션을 실시하여 개발된 마찰 서스펜션 모델링의 타당성을 검증하였다.

탄소재료 첨가에 의한 Polycarbonate의 기계적 물성 향상 및 기능화에 관한 연구 (Improved of Mechanical Properties and Functionalization of Polycarbonate by Adding Carbon Materials)

  • 김정근;최선호;고선호;곽이구;강성수
    • 한국기계가공학회지
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    • 제19권10호
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    • pp.59-67
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    • 2020
  • Polycarbonate thermoplastic composite materials are anisotropic and exhibit physical properties in the longitudinal direction. Therefore, the physical properties depend on the type and direction of reinforcements. The thermal conductivity, electrical conductivity, and resin impregnation can be controlled by adding carbon nanotubes to polycarbonate resin. However, the carbon fiber used as a reinforcing material is expensive, interfacial adhesion issues occur, and simulation values are different from actual values, making it difficult to perform mathematical analysis. However, carbon nanotubes have advantages such as light weight, rigidity, impact resistance, and reduced number of parts compared to metals. Due to these advantages, it has been applied to various products to reduce weight, improve corrosion resistance, and increase impact durability. As the content of carbon nanotubes or carbon fibers increases, the mechanical properties and antistatic and electromagnetic shielding performance improve. It is expected that the amount of carbon nanotubes or carbon fibers can be optimized and applied to various industrial products.

임분 특성에 따른 종가시나무의 물리·역학적 특성 (Physical and Mechanical Properties of Quercus glauca Thunberg according to Forest Stand Characteristics)

  • 홍남의;원경록;유병오;정수영;김병로;변희섭
    • Journal of the Korean Wood Science and Technology
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    • 제44권5호
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    • pp.767-775
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    • 2016
  • 목재의 재질특성은 토양, 지형, 강우, 기후변화 등의 환경적 인자뿐만 아니라 임분 특성에 의해서도 바뀌게 된다. 지역 성림기원에 따라 종가시나무 목재의 물리 역학적 특성을 비교 검토하였다. 지역에 따른 비교분석은 전라남도와 제주도의 종가시나무 천연림을 대상으로 실시하였다. 지역에 따른 결과에서 제주지역은 전남지역에 비하여 높은 생장률을 나타내었으며 역학적 특성에서는 휨강도를 제외한 여러 역학적 특성에서 상관관계가 인정되었으나 실제 값으로 볼 때 큰 차이는 나타나지 않았다. 또한 성림기원에 따른 결과에서는 생장률 및 역학적 특성에서 특별한 차이가 나타나지 않았다.

제지 슬러지의 첨가가 요소수지 파티클보드의 포름알데히드 방산 및 물리적, 기계적 성질에 미치는 영향 (Effects of Paper Sludge Addition on Formaldehyde Emission, and Physical and Mechanical Properties of UF-Particleboard)

  • 김대준;이필우
    • Journal of the Korean Wood Science and Technology
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    • 제22권1호
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    • pp.44-53
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    • 1994
  • This research was carried out to investigate the effect of paper sludge addition on formaldehyde emission, and physical and mechanical properties of UF-particleboard. In order to investigate the effect of paper sludge addition to resin, particleboards were bonded with urea-formaldehyde resins containing 5, 10, 15% paper sludge powders of three types(A Type: -200 mesh, B Type: -100~+200 mesh. C Type: -50~+100 mesh), based on weight of resin solid. Also the effect of paper sludge addition to furnish was studied from particleboards fabricated with ratios of sludge to particle of 5:95, 10:90, 15:85 based on oven-dry weight. Tests were conducted on the manufactured particleboards to determine formaldehyde emission, bending properties, internal bond strength and thickness swelling. The obtained results were summarized as follows: The addition of paper sludge powder to resin yielded a higher pH of cured resin. Formaldehyde emission decreased with the increase of paper sludge powder addition to resin and paper sludge composition ratio to furnish. Particleboard bonded with urea-formaldehyde resin containing paper sludge powder and particleboard mixed with paper sludge have similar bending properties(MOR, MOE) and thickness swelling compared with control particleboard. Internal bond strength of particleboards treated with paper sludge were lower than that of control particleboard. The use of paper sludge as scavenger was achieved reduction of formaldehyde emission without depression of physical and mechanical properties of particleboard. Also the use of paper sludge was able to concluded that there is possibility of partial substitution of wood particle materials.

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Quality Improvement of Oil Palm Trunk Properties by Close System Compression Method

  • Hartono, Rudi;Wahyudi, Imam;Febrianto, Fauzi;Dwianto, Wahyu;Hidayat, Wahyu;Jang, Jae-Hyuk;Lee, Seung-Hwan;Park, Se-Hwi;Kim, Nam-Hun
    • Journal of the Korean Wood Science and Technology
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    • 제44권2호
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    • pp.172-183
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    • 2016
  • Densification of the inner part of oil palm trunk (OPT) by the close system compression (CSC) method was performed in this study. The effects of the compression temperature and time on the anatomical, physical and mechanical properties of OPT were evaluated. The inner part of OPT with an initial average density of $0.3g/cm^3$ was used as samples. Oven-dried samples were immersed in water and vacuumed until fully saturated and then compressed by CSC at 120, 140, 160 or $180^{\circ}C$ for 10, 20, 30 or 40 min. The anatomical characteristics of transverse and radial sections before and after compression were compared by optical microscopy. The physical and mechanical properties, including the density, recovery of set (RS), modulus of elasticity (MOE), modulus of rupture (MOR), and compression parallel to grain were examined. It was observed that the anatomical characteristic of the inner part of OPT (i.e., vascular bundles, vessels, and parenchyma tissue) became flattened, fractured, and collapsed after compression by CSC. The RS decreased with increasing compression temperature and time. The lower RS indicated high dimensional stability. The physical and mechanical properties (i.e., density, MOR, MOE, and compressive strength) of the inner part of OPT increased with increasing compression temperature and time. Compression by the CSC method at $160^{\circ}C$ for 40 min was the optimum treatment.

급성 기계적 경부통 환자들의 관절가동술 적용 위치에 따른 통증과 가동범위와 치료 만족도의 즉각적인 효과 비교 (Comparison of Immediate Effects of Pain, Range of Motion and Treatment Satisfaction on Difference of Applying Joint Mobilization Levels in Patients With Acute Mechanical Neck Pain)

  • 이남용;김선엽
    • 한국전문물리치료학회지
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    • 제22권3호
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    • pp.50-60
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    • 2015
  • The purpose of this study was to apply the joint mobilization technique to the level of segments with pain and to the level of segments with hypomobility respectively and compare the immediate effects of the joint mobilization technique on the pain, the active cervical range of motion (ROM), and treatment satisfaction of patients with acute mechanical neck pain. After the baseline assessment, forty-two patients were randomized into two groups: a painful group ($n_1=21$) that received joint mobilization at the most painful cervical spine level and a hypomobile group ($n_2=21$) that received joint mobilization at the most hypomobile cervical level. The patients received an intervention that applied unilateral posterior-anterior gliding for 5 minutes and two repetitions of 10 times of active extension motion with distraction. In the Wilcoxon signed-rank test, the painful group and the hypomobile group were improved significantly in all pain variables (p<.001), while the painful group was improved significantly in the active cervical flexion (p<.001), extension (p<.001), left side-bending (p<.01), right side-bending (p=.001), left rotation (p<.001), and right rotation (p<.001). The hypomobile group was significantly improved in active cervical flexion (p=.001), extension (p<.001), left side-bending (p<.05), right side-bending (p=.001), left rotation (p=.001), and right rotation (p<.01) after intervention. In the Mann-Whitney U test, there was no significant difference in any of the dependent variables after the intervention between the two groups, but the painful group was slightly superior to the hypomobile group in all variables except for the right lateral flexion ROM and treatment satisfaction. These outcomes suggest that the cervical joint mobilization may be applied to either the level of painful segments or the hypomobile segments for the treatment of patients with acute mechanical neck pain.