• 제목/요약/키워드: Non-linear relationship

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뇌졸중 환자의 햅틱 로봇 기반 상지 재활 시 근육 동시활성도 분석 (Muscle Coactivation Analysis during Upper-Limb Rehabilitation using Haptic Robotics in Stroke Survivors)

  • 오건영
    • 대한의용생체공학회:의공학회지
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    • 제45권2호
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    • pp.66-74
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    • 2024
  • This study analyzed the occurrence of abnormal muscle coactivations based on the assistance of upper limb weight during reaching task in stroke patients. Nine chronic stroke survivors with hemiplegia performed reaching tasks using a programmable haptic robot. Electromyography (EMG) coactivation levels in the upper limb muscles were analyzed using a linear model describing the activation levels of two muscles when the patient's upper limb weight was assisted at 0%, 25%, and 50%. As the upper limb weight assistance of the haptic robot decreased, the magnitude of the EMG signal in both the deltoid and biceps muscles increased simultaneously on both the paretic and non-paretic sides. However, no difference was found between the paretic and non-paretic sides when comparing the slope of the linear model describing the activation relationship between the deltoid and biceps. The aforementioned results suggest that in some stroke survivors, the deltoids, triceps, and biceps on the paretic side may not be abnormally coupled when supporting the upper limbs against gravity. Furthermore, these results suggest that the combination of haptic robots and EMG analysis might be utilized for evaluating abnormal coactivations in stroke patients.

갯벌과 황토에 의한 중금속 (Cu, Cd, Pb)의 흡착 kinetics (Adsorption Kinetics of metals (Cu, Cd, Pb) in Tidal Flat Sediments and Yellow Loesses)

  • 유선재;김종구;김종배
    • 한국수산과학회지
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    • 제33권3호
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    • pp.250-256
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    • 2000
  • 조성이 다른 3곳 갯벌과 적조구제를 위해 사용되는 2곳의 황토를 이용해 금속 (Cu, Cd 및 Pb)의 흡착 kinetic을 밝히고, nonlinear regression model을 이용하여 구한 흡착속도와 갯벌의 조성과의 관계를 평가해 보았다. 중금속흡착에 영향을 주는 갯벌이나 황토의 조성 중에서 강열 감량 (I.L.), 산화철${\cdot}$망간${\cdot}$알루미늄의 함량은 황토가 갯벌보다 $1.5{\~}6$배 높았다. 하지만 니질의 함량은 어은리 갯벌이 다른 시료보다 $4{\~}50$배 많았다. 중금속흡착은 초기 30분 동안에 매우 빠르게 일어났다. 이때 흡착량은 Cu, Cd과 Pb이 각각 $4.1{\~}14.7\;{\mu}g/g,\;42.8{\~}16.7\;{\mu}g/g$ 그리고 $43.3{\~}101.7 {\mu}g/g$으로 3시간 실험 후 총 누적흡착량의 $8{\~}70{\%},\;18{\~}31{\%}$ 그리고 $19{\~}52{\%}$이었다. 흡착실험시 초기 금속농도를 동일 (약$ 0.5{\times}10^(-5)M$)하게 하여 운전한 결과 흡착량은 Pb>Cu>Cd 순으로 많았다. 중금속의 흡착 kinetic은 one-site kinetic model로 표현할 수 있었다. 특히 구리의 경우 non-linear model로 계산된 흡착속도 (Ka)와 3개 갯벌의 I.L., 산화알루미늄 및 니질 함량 사이에는 $R^2=-0.88{\~}-0.99$의 역 상관관계를 나타내었다.

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Quasiconcave Bilevel Programming Problem

  • Arora S.R.;Gaur Anuradha
    • Management Science and Financial Engineering
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    • 제12권1호
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    • pp.113-125
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    • 2006
  • Bilevel programming problem is a two-stage optimization problem where the constraint region of the first level problem is implicitly determined by another optimization problem. In this paper we consider the bilevel quadratic/linear fractional programming problem in which the objective function of the first level is quasiconcave, the objective function of the second level is linear fractional and the feasible region is a convex polyhedron. Considering the relationship between feasible solutions to the problem and bases of the coefficient submatrix associated to variables of the second level, an enumerative algorithm is proposed which finds a global optimum to the problem.

Application of fiber element in the assessment of the cyclic loading behavior of RC columns

  • Sadjadi, R.;Kianoush, M.R.
    • Structural Engineering and Mechanics
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    • 제34권3호
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    • pp.301-317
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    • 2010
  • This paper studies the reliability of an analytical tool for predicting the lateral load-deformation response of RC columns while subjected to lateral cyclic displacements and axial load. The analytical tool in this study is based on a fiber element model implemented into the program DRAIN-2DX (fiber element). The response of RC column under cyclic displacement is defined by the behavior of concrete, and reinforcing steel under general reversed-cyclic loading. A tri-linear stress-strain relationship for the cyclic behavior of steel is proposed and the improvement in the analytical results is studied. This study only considers the behavior of columns with flexural dominant mode of failure. It is concluded that with the implementation of appropriate constitutive material models, the described analytical tools can predict the response of the columns with reasonable accuracy when compared to experimental data.

Prediction of product parameters of fly ash cement bricks using two dimensional orthogonal polynomials in the regression analysis

  • Chakraverty, S.;Saini, Himani;Panigrahi, S.K.
    • Computers and Concrete
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    • 제5권5호
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    • pp.449-459
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    • 2008
  • This paper focuses on the application of two dimensional orthogonal polynomials in the regression analysis for the relationship of product parameters viz. compressive strength, bulk density and water absorption of fly ash cement bricks with other process parameters such as percentages of fly ash, sand and cement. The method has been validated by linear and non-linear two parameter regression models. The use of two dimensional orthogonal system makes the analysis computationally efficient, simple and straight forward. Corresponding co-efficient of determination and F-test are also reported to show the efficacy and reliability of the relationships. By applying the evolved relationships, the product parameters of fly ash cement bricks may be approximated for the use in construction sectors.

Total Wood Volume Equations for Tectona Grandis Linn F. Stands in Gujarat, India

  • Tewari, Vindhya Prasad;Singh, Bilas
    • Journal of Forest and Environmental Science
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    • 제34권4호
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    • pp.313-320
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    • 2018
  • Tectona grandis (teak) is one of the most important timber species worldwide and India is one of the major teak growing countries. Though some volume equations were developed for teak in India but the models developed were neither evaluated using robust statistical criteria nor validated. Hence, the objective of this study was to develop statistically tested appropriate volume equation to predict total wood volume (over- and under-bark) for teak trees in Gujarat. A total of 41 trees with age varying from 15 to 33 years and diameter at breast height (dbh) from 7.3 to 30.8 cm were felled for the purpose. Linear and non-linear equations were used to model the relationship of the total wood volume with respect to dbh and total height. The equations tested mostly fitted well to the data. Model evaluation and validation indicated that models should be calibrated with local data for greater accuracy in the prediction.

혈청 대사체와 뇌졸중 발생위험의 용량반응 분석 (Dose-response Relationship between Serum Metabolomics and the Risk of Stroke)

  • 지연호;정금지;임연희;이예승;박영자;지선하
    • Journal of health informatics and statistics
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    • 제41권3호
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    • pp.318-323
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    • 2016
  • Objectives: Except the known risk factors for stroke, few studies have identified novel metabolic markers that could effectively detect stroke at an early stage. In this study, we explored the dose-response relationship between serum metabolites and the incidence of stroke. Methods: We studied 213 adults in the Korean Cancer Prevention Study-II (KCPS-II) biobank and estimated dose-response relationship between serum metabolites and stroke (42 cases and 171 controls). Three serum metabolites (Acetylcholine, HexadecylAcetylGlycerol, and 1-acetyl-2-formyl-sn-glycero-3-phosphocholine) were used in this study. The analysis included (1) exploratory nonlinear analysis, (2) estimation of flexion points and slopes at below and above the points. In the model to estimate risk of incidence of stroke, we controlled for conventional risk factors such as age, sex, systolic blood pressure, type 2 diabetes, triglyceride, and smoking status. Results: The relationship between incidence of stroke and log-transformed 1-acetyl-2-formyl-sn-glycero-3-phosphocholine was non-linear with flexion point around intensity score of 8.8, whereas other metabolites, log-transformed Acetylcholine and HexadecylAcetylGlycerol, showed negative linear patterns. Conclusions: The study suggests that metabolic markers are associated with incidence of stroke, particularly, at or above the flexion point. The study result may contribute to developing a novel system for precise stroke prediction.

Fecal calprotectin concentration in neonatal necrotizing enterocolitis

  • Yoon, Jung Min;Park, Ju Yi;Ko, Kyung Ok;Lim, Jae Woo;Cheon, Eun Jeong;Kim, Hyo Jeong
    • Clinical and Experimental Pediatrics
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    • 제57권8호
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    • pp.351-356
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    • 2014
  • Purpose: Among the many factors associated with acute intestinal mucosal infection, numerous studies have proposed the usefulness of fecal calprotectin. The aim of this study was to evaluate the usefulness of fecal calprotectin in the diagnosis of necrotizing enterocolitis (NEC). Methods: We collected 154 stool samples from 16 very low birth weight and premature newborns at the Konyang University Hospital neonatal intensive care unit or neonatal nursery. The stool samples were collected using the Calprest device, and the fecal calprotectin level was measured with the $B\ddot{U}HLMANN$ Calprotectin enzyme-linked immunosorbent assay kit. Results: Fecal calprotectin levels were significantly higher in the NEC group than in the non-NEC group (P=0.02). There was a significant positive linear relationship between the fecal calprotectin level and number of days after birth (P=0.00) in the gestational age <26 weeks group. There was a significant negative linear relationship between the calprotectin level and number of days after birth (P=0.03) in the gestational age ${\geq}26$ weeks and <30 weeks group. There was no difference in the calprotectin levels according to the type and method of feeding between the NEC and non-NEC groups. Conclusion: Fecal calprotectin levels were significantly increased in premature infants with NEC. The fecal calprotectin test is a noninvasive, easy, and useful tool for the diagnosis of NEC.

Kinetic Responses of Soil Carbon Dioxide Emission to Increasing Urea Application Rate

  • Lee, Sun-Il;Lim, Sang-Sun;Lee, Kwang-Seung;Kwak, Jin-Hyeob;Jung, Jae-Woon;Ro, Hee-Myoung;Choi, Woo-Jung
    • 한국환경농학회지
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    • 제30권2호
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    • pp.99-104
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    • 2011
  • BACKGROUND: Application of urea may increase $CO_2$ emission from soils due both to $CO_2$ generation from urea hydrolysis and fertilizer-induced decomposition of soil organic carbon (SOC). The objective of this study was to investigate the effects of increasing urea application on $CO_2$ emission from soil and mineralization kinetics of indigenous SOC. METHODS AND RESULTS: Emission of $CO_2$ from a soil amended with four different rates (0, 175, 350, and 700 mg N/kg soil) of urea was investigated in a laboratory incubation experiment for 110 days. Cumulative $CO_2$ emission ($C_{cum}$) was linearly increased with urea application rate due primarily to the contribution of urea-C through hydrolysis to total $CO_2$ emission. First-order kinetics parameters ($C_0$, mineralizable SOC pool size; k, mineralization rate) became greater with increasing urea application rate; $C_0$ increased from 665.1 to 780.3 mg C/kg and k from 0.024 to 0.069 $day^{-1}$, determinately showing fertilizer-induced SOC mineralization. The relationship of $C_0$ (non-linear) and k (linear) with urea-N application rate revealed different responses of $C_0$ and k to increasing rate of fertilizer N. CONCLUSION(s): The relationship of mineralizable SOC pool size and mineralization rate with urea-N application rate suggested that increasing N fertilization may accelerate decomposition of readily decomposable SOC; however, it may not always stimulate decomposition of non-readily decomposable SOC that is protected from microbial decomposition.

경사형 진동수주 파력발전장치의 비선형 터빈효과의 분석 (Analysis for Nonlinear Turbine Effect of Inclined OWC Wave Energy Converter)

  • 김정석;남보우;박세완;김경환;신승호;홍기용
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2018년도 추계학술대회
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    • pp.59-60
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    • 2018
  • 진동수주형 파력발전장치는 수주, 터빈, 발전기 그리고 전력변환 장치 등이 연계된 복잡한 물리적인 특성을 나타낸다. 본 연구는 1/4 스케일의 모형시험을 통해 진동수주와 터빈의 물리적인 관계의 도출에 중점을 두고 있다. 진동수주실과 연성된 터빈의 공력특성은 오리피스를 활용하여 모사하였다. 진동수주실 성능평가에 핵심요소인 터빈효과는 오리피스를 통과하는 유속과 압력강하로 대표할 수 있다. 진동수주형 파력발전장치의 터빈효과는 모형시험에서 계측된 유속과 압력강하로부터 비선형적인 관계를 갖는 것을 확인하였다.

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