• 제목/요약/키워드: Back Support

검색결과 550건 처리시간 0.026초

Application of a support vector machine for prediction of piping and internal stability of soils

  • Xue, Xinhua
    • Geomechanics and Engineering
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    • 제18권5호
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    • pp.493-502
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    • 2019
  • Internal stability is an important safety issue for levees, embankments, and other earthen structures. Since a large part of the world's population lives near oceans, lakes and rivers, floods resulting from breaching of dams can lead to devastating disasters with tremendous loss of life and property, especially in densely populated areas. There are some main factors that affect the internal stability of dams, levees and other earthen structures, such as the erodibility of the soil, the water velocity inside the soil mass and the geometry of the earthen structure, etc. Thus, the mechanism of internal erosion and stability of soils is very complicated and it is vital to investigate the assessment methods of internal stability of soils in embankment dams and their foundations. This paper presents an improved support vector machine (SVM) model to predict the internal stability of soils. The grid search algorithm (GSA) is employed to find the optimal parameters of SVM firstly, and then the cross - validation (CV) method is employed to estimate the classification accuracy of the GSA-SVM model. Two examples of internal stability of soils are presented to validate the predictive capability of the proposed GSA-SVM model. In addition to verify the effectiveness of the proposed GSA-SVM model, the predictions from the proposed GSA-SVM model were compared with those from the traditional back propagation neural network (BPNN) model. The results showed that the proposed GSA-SVM model is a feasible and efficient tool for assessing the internal stability of soils with high accuracy.

플랭크 운동 시 척추세움근과 허리네모근 키네시오 테이핑 적용 및 지지면 조건이 복부 근 활성도에 미치는 영향 (Effect of erector spinae and quadratus lumborum kinesio taping and support surface conditions on abdominal muscle activity during plank exercise)

  • 김동훈
    • 대한물리치료과학회지
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    • 제29권1호
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    • pp.55-63
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    • 2022
  • Background: This study investigated the effect of erector spinae and quadratus lumbar kinesio taping and support surface conditions on abdominal muscle activity during plank exercise. Design: Within-Group design. Methods: A total of twenty-three healthy men and women participated in this study. Abdominal muscle (both external obliques and internal oblique muscle) contraction was analyzed through EMG measurement with the presence or absence of kinesio taping applied to the erector spinae muscle and quadratus lumborum muscle during plank exercise and the difference between the support surfaces (stable surface and unstable surface) as variables. Abdominal EMG was attached to the right external oblique, left external oblique, right internal oblique, and left internal oblique. Results: The results showed that Abdominal left and right external obliques and internal obliques showed significant increases in activity when kinesio taping was applied to the erector spinae and quadratus lumborum muscles and unstable ground (p<0.05). Conclusion: In this study, we confirmed that the activity of the abdominal muscles was significantly increased during the plank operation in the state where the kinesio tape was attached. In addition, it was confirmed that the activity of the abdominal muscles was significantly increased during the plank operation on the unstable surface. These results suggest that in the state of kinesio tape attached and instability, plank motion has a positive effect on abdominal muscle activity.

고령자용 저상 요양침대의 설계 및 평가 (Design and Evaluation of a Low-floor Care-bed for Elderly People)

  • 배주환;문인혁
    • 재활복지공학회논문지
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    • 제11권1호
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    • pp.29-35
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    • 2017
  • 기존의 가정용 요양침대는 매트리스 지지판(mattress support platform) 하부에 설치된 복잡한 기구부로 인해 저상화 실현이 어려웠다. 본 논문에서는 등판과 다리판의 각도를 조절하면서도 저상화가 가능한 요양침대의 구동 메커니즘을 제안한다. 등판과 다리판의 메커니즘은 듀얼 모터(dual motor)를 적용하고, 최적화 기법으로 설계변수를 결정하였다. 승강 메커니즘은 풀리(pulley)구조를 적용하여 제한된 구동기의 가동범위를 최대 두 배까지 높일 수 있도록 설계하였다. 건강한 5명의 피험자($24.4{\pm}0.5$세)가 방바닥에서 240mm의 저상 프로토타입 요양침대와, 600mm의 일반적인 높이의 침대에 올라갈 때의 그 이동 거리를 측정하여 저상화 침대에 대한 유효성을 평가하였다. 그 결과 저상 요양침대를 사용할 때의 이동 거리는 기존 높이의 침대에 비해 평균 38% 작았다. 이것은 저상요양침대가 고령자의 신체적 부담을 줄여주며, 일반침대보다 일상생활 지원에 효과적이라는 것을 보여주었다.

AHP법을 이용한 한중간 물류네트워크 구축에 따른 우선과제 평가에 관한 연구 (On the Consideration of Logistics Network Establishment and Priority Evaluation between Korea and China Using AHP method)

  • 여기태;박창호;서수완
    • 한국항만경제학회지
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    • 제20권2호
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    • pp.169-185
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    • 2004
  • It is an urgent problem that Korea logistics enteprises' expansion of advance into China market and the logistics network establishment between Korea and China to back up the former are to be solved. Accordingly, the purpose of this study is to deduce the subjects to establish the logistics network between Korea and China, and to evaluate the priority order. The results of this research are as follows: First, we conducted face-to-face interviews on the advisery group in China and Korean enterprises which advanced into China, and drew out 6 promoting subjects to build the logistics network between the two. Second, the AHP model was adopted, which is a multi-criteria?multi-hierarchical decision making method, to draw out the weight and priority order of the deduced 6 promoting items. Third, the resultant priority order of the promoting subjects is as follows: No.1 - to establish the distribution & logistics support center by region(0.3900); No.2 - to support various taxes in investing the logistics business abroad(0.1980) ; No.3 - to improve the management of CIQ(0.1958); No.4 - to back up the joint-venture of logistics firms(0.1169); No.5 - to enhance trade and foreign policies to deregulate the entry into logistics markets(0.0536); No.6 - to construct the logistics information system of China(Northest Ssia)(0.0458). This paper resulted in finding out Korea logistics enterprises that have not secured their own inland-transport network in China and the actual difficulties of Korean enterprises with using the inferior network that advanced into China. These problems were developed into the analysis adopting the AHP method, and the significancy of this paper is to present the priority order of promoting problems using a sophisticated technique.

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GNU 컴파일러를 이용한 ES-C2340 DSP2용 C 교차 컴파일러의 개발 (The Implementation of C Cross-Compiler for ES-C2340 DSP2 by Using the GNU Compiler)

  • 이시영;권육춘;유하영;한기천;김승호
    • 한국정보처리학회논문지
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    • 제4권1호
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    • pp.255-269
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    • 1997
  • 본 논문에서는 GNU 컴파일러를 이용하여 ES-C2340 DSP2 프로세서를 위한 C 교차 컴파일러를 개발한다. 신속하고 효율적인 컴파일러의 개발을 위해 언어 의존적인 프 론트 앤드(front-end)의 일부는 GNU 컴파일러를 사용하고, 프로세서 의존적인 백 앤 드(back-end)부분은 새로이 작성하여 결합하는 접근 방법을 사용한다. 이러한 접근 방법은 첫째, 프론트 앤드 부분에서 잘 검증된 GNU 컴파일러의 뛰어난 최적화 기법과 다중 언어 지원성을 사용하므로 컴파일러의 효율성과 범용성이 보장되고, 둘째, 하드 웨어 의존적인 부분의 구현에만 집중함으로써 개발 기간이 단축되며, 셋째 개발 시간 의 단축으로 인해 프로세서의 개발시에 논리 검증 도구로 고급 언어를 사용할 수 있 게 한다. 그리고 본 논문에서는 교차 컴파일러를 지원하기 위하여 텍스트 수준의 선 링커(pre-linker)도 구현한다.

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머신러닝을 이용한 앉은 자세 분류 연구 (A Study on Sitting Posture Recognition using Machine Learning)

  • 마상용;홍상표;심현민;권장우;이상민
    • 전기학회논문지
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    • 제65권9호
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    • pp.1557-1563
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    • 2016
  • According to recent studies, poor sitting posture of the spine has been shown to lead to a variety of spinal disorders. For this reason, it is important to measure the sitting posture. We proposed a strategy for classification of sitting posture using machine learning. We retrieved acceleration data from single tri-axial accelerometer attached on the back of the subject's neck in 5-types of sitting posture. 6 subjects without any spinal disorder were participated in this experiment. Acceleration data were transformed to the feature vectors of principle component analysis. Support vector machine (SVM) and K-means clustering were used to classify sitting posture with the transformed feature vectors. To evaluate performance, we calculated the correct rate for each classification strategy. Although the correct rate of SVM in sitting back arch was lower than that of K-means clustering by 2.0%, SVM's correct rate was higher by 1.3%, 5.2%, 16.6%, 7.1% in a normal posture, sitting front arch, sitting cross-legged, sitting leaning right, respectively. In conclusion, the overall correction rates were 94.5% and 88.84% in SVM and K-means clustering respectively, which means that SVM have more advantage than K-means method for classification of sitting posture.

만성 요통환자와 정상인의 균형반응 비교 (Comparison of the Balance Relations Between Healthy Subjects and Patients With Chronic Low Back Pain)

  • 양회송;이강우
    • 한국전문물리치료학회지
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    • 제9권2호
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    • pp.1-17
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    • 2002
  • The purpose of this study was to identify the differences of the static and the dynamic balance reactions in the flexion syndrome (FS) and the extension syndrome (ES) group of the patients with chronic lowback pain (LBP) and healthy subjects. Twenty subjects were included in each group. By using EquiTest 5.02, the static balance was measured by the equilibrium score and the strategy score of sensory organization test (SOT), while the dynamic balance was measured by the latency of motor control test (MCT) and the sway energy of adaptation test (ADT). Oswestry Disability Index (OSI) was used to measure level of the disability in patients with chronic LBP. The equilibrium scores, the strategies of SOT, and thelatencies of MCT of three groups were compared with one way ANOVA, while the sway energy of ADT was compared with repeated measures one way ANOVA. The results of this study showed that the equilibrium scores and the strategy scores of SOT were significantly lower in patients with chronic LBP than in healthy subjects. The equilibrium scores and the strategy scores of SOT were significantly differences between the FS and ES groups in condition 5 (support surface was sway-referenced and visual information waseliminated by eye closure), and 6 (support surface was sway-referenced and visual information was altered by sway-referencing). The FS group showed delayed average reaction time at large posterior translation, however, the ES group showed delayed average reaction time at large anterior translation, Even though the sway energy of the patients with chronic LBP were greater than that of healthy subjects during the toe down (plantar flexion rotation), the values between the FS and ES groups didn't show any significant difference. The disability level showed highly correlation with the equilibrium score of the condition 5. As the results, the FS and ES groups divided by the their symptoms and signs in patients with chronic LBP showed different balance reaction. Therefore, more accurate evaluation and balance treatments are needed to focus on their symptoms and signs in patients with chronic LBP.

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풍화암지반에 시공되는 콘크리트라이닝의 적정시공에 관한 연구 (Study on the optimal construction of a concrete lining in a weathered rock)

  • 김형건;이철;이선우;박준우
    • 한국터널지하공간학회 논문집
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    • 제17권1호
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    • pp.33-47
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    • 2015
  • 터널에 시공되는 콘크리트라이닝은 1차지보재의 열화를 가정하여 상부로부터 오는 하중을 부담할 수 있도록 설계하는 2차지보재로서, 설계자나 발주기관(client)의 의도에 따라 많은 차이를 나타내고 있다. 특히 풍화암이나 풍화토에 적용하는 지보패턴 4, 5패턴의 콘크리트라이닝 두께를 결정하는 변형계수값을 3패턴에 비해 크게 작은 값을 사용해 보수적으로 설계하고 있는 것으로 나타났다. 본 연구에서는 이런 현재의 여건을 감안 컴퓨터 프로그램(MIDAS-civil)을 사용 역해석을 실시하여 적정한 시공방안을 제시하고자하며, 본 연구를 위해 검토한 기존 프로젝트는 서울지하철 ${\bigcirc}{\bigcirc}$호선 ${\bigcirc}{\bigcirc}$공구의 시공사례를 활용하였다. 검토결과 콘크리트 라이닝 두께는 축소할 수 있는 것으로 나타났으며 이를 향후 서울시 도시철도 건설사업에 적용할 경우 경제적인 효과도 클 것으로 기대하고 있다.

현장타설말뚝 선단부의 위치에 따른 극한지지력 변화 (Changes in Ultimate Bearing Capacity according to the Position of the End of the Drilled Shaft)

  • 최동노;박경호;김채민;김태형
    • 한국지반신소재학회논문집
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    • 제21권3호
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    • pp.49-59
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    • 2022
  • 본 연구는 현장타설말뚝의 합리적인 적정설계를 알아보기 위하여 수행하였다. 즉, 현장타설말뚝의 지지층 변경에 따른 극한지지력변화를 알아보기 위하여 현장타설말뚝에 대해 실시된 양방향 말뚝재하시험을 이용하여 역해석을 수행하였다. 역해석된 자료를 바탕으로 두부재하하중에 대한 수치해석을 진행하여 대상 지반에서의 극한지지력을 Davisson 판정법으로 평가하였다. 말뚝 단부가 풍화암층 상단에 안착된 1개의 경우와 풍화토 내 서로 다른 위치에 근입된 3개의 경우에 대한 수치해석 결과, 모든 경우에서 충분한 극한지지력을 확보하는 것으로 나타났다. 즉 말뚝의 단부가 풍화암 근입이 아닌 풍화암층 상단에 안착된 경우와 풍화토 내에 근입된 현장타설말뚝도 충분한 지지력을 가지고 있어 현장타설말뚝의 지지층으로 활용할 수 있음을 알 수 있다.

Effects of new construction technology on performance of ultralong steel sheet pile cofferdams under tidal action

  • Li, Ping;Sun, Xinfei;Chen, Junjun;Shi, Jiangwei
    • Geomechanics and Engineering
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    • 제27권6호
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    • pp.561-571
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    • 2021
  • Cofferdams made of teel sheet piles are commonly utilized as support structures for excavation of sea-crossing bridge foundations. As cofferdams are often subject to tide variation, it is imperative to consider potential effects of tide on stability and serviceability of sheet piles, particularly, ultralong steel sheet piles (USSPs). In this study, a real USSP cofferdam constructed using new construction technology in Nanxi River was reported. The design of key parts of USSP cofferdam in the presence of tidal action was first introduced followed by the description of entire construction technology and associated monitoring results. Subsequently, a three-dimensional finite-element model corresponding to all construction steps was established to back-analyze measured deflection of USSPs. Finally, a series of parametric studies was carried out to investigate effects of tide level, soil parameters, support stiffness and construction sequence on lateral deflection of USSPs. Monitoring results indicate that the maximum deflection during construction occurred near the riverbed. In addition, measured stress of USSPs showed that stability of USSP cofferdam strengthened as construction stages proceeded. Moreover, the numerical back-analysis demonstrated that the USSP cofferdam fulfilled the safety requirements for construction under tidal action. The maximum deflection of USSPs subject to high tide was only 13.57 mm at a depth of -4 m. Sensitivity analyses results showed that the design of USSP cofferdam system must be further improved for construction in cohesionless soils. Furthermore, the 5th strut level before concreting played an indispensable role in controlling lateral deflection of USSPs. It was also observed that pumping out water before concreting base slab could greatly simplify and benefit construction program. On the other hand, the simplification in construction procedures could induce seepage inside the cofferdam, which additionally increased the deflection of USSPs by 10 mm on average.