• Smart Structures and Systems
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• 제32권1호
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• pp.61-81
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• 2023

This study presents an ensemble learning based Bayesian model updating approach for structural damage diagnosis. In the developed framework, the structure is initially decomposed into a set of substructures. The autoregressive moving average (ARMAX) model is established first for structural damage localization based structural motion equation. The wavelet packet decomposition is utilized to extract the damage-sensitive node energy in different frequency bands for constructing structural surrogate models. Four methods, including Kriging predictor (KRG), radial basis function neural network (RBFNN), support vector regression (SVR), and multivariate adaptive regression splines (MARS), are selected as candidate structural surrogate models. These models are then resampled by bootstrapping and combined to obtain an ensemble model by probabilistic ensemble. Meanwhile, the maximum entropy principal is adopted to search for new design points for sample space updating, yielding a more robust ensemble model. Through the iterations, a framework of surrogate ensemble learning based model updating with high model construction efficiency and accuracy is proposed. The specificities of the method are discussed and investigated in a case study.

• Structural Engineering and Mechanics
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• 제89권2호
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• pp.135-153
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• 2024

In this study, the impact response of a nanobeam with a moving nanoparticle is investigated. Timoshenko beam theory is used to model the nanobeam behavior and nonlocal elasticity theory is used to consider the effects of small dimensions. The interaction between the nanoparticle and nanobeam has been described using Lennard-Jones potential theory and the equations are discretized by the radial basis meshless method and a mathematical model is presented for the nanobeam-nanoparticle system. Validation of the proposed model is achieved by comparing the obtained natural frequencies with reference values, demonstrating good agreement. Dimensionless frequency analysis reveals a decrease with increasing nonlocal parameter, pointing out a toughening effect in nanobeam. The dynamic response of the nanobeam and nanoparticle is obtained by time integration of equations of motion using Newmark and Wilson-𝜃 methods. A comparative analysis of the two methods is conducted to determine the most suitable approach for this study. As a distinctive aspect in this study, the analysis incorporates the deformation of the nanobeam resulting from the nanoparticle-nanobeam interaction when calculating the Lennard-Jones force in the nanobeam-nanoparticle system. The numerical findings explore the impact of various factors, including the nonlocal parameter, initial velocity, nanoparticle mass, and boundary conditions.

• Structural Engineering and Mechanics
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• 제90권6호
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• pp.601-610
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• 2024

Free vibration of layered conical shell frusta of thickness filled with fluid is investigated. The shell is made up of isotropic or specially orthotropic materials. Three types of thickness variations are considered, namely linear, exponential and sinusoidal along the radial direction of the conical shell structure. The equations of motion of the conical shell frusta are formulated using Love's first approximation theory along with the fluid interaction. Velocity potential and Bernoulli's equations have been applied for the expression of the pressure of the fluid. The fluid is assumed to be incompressible, inviscid and quiescent. The governing equations are modified by applying the separable form to the displacement functions and then it is obtained a system of coupled differential equations in terms of displacement functions. The displacement functions are approximated by cubic and quintics splines along with the boundary conditions to get generalized eigenvalue problem. The generalized eigenvalue problem is solved numerically for frequency parameters and then associated eigenvectors are calculated which are spline coefficients. The vibration of the shells with the effect of fluid is analyzed for finding the frequency parameters against the cone angle, length ratio, relative layer thickness, number of layers, stacking sequence, boundary conditions, linear, exponential and sinusoidal thickness variations and then results are presented in terms of tables and graphs.

• 대한정형외과학회지
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• 제56권1호
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• pp.51-60
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• 2021

목적: 요수근 관절 탈구는 고에너지 손상에 의해 발생하며 요골 경상돌기 골절 및 단요월상인대 손상을 동반한다. 단요월상인대는 요골 부착부에서 파열되기도 하지만 요골 월상골와의 전방연에서 견열 골편을 동반하여 발생하기도 한다. 이 연구의 목적은 요골 경상돌기 골절이 동반된 요수근 관절 탈구에서 단요월상인대의 손상 형태 및 치료 방법에 따라 결과의 차이가 있는지 알아보고자 한다. 대상 및 방법: 요수근 관절 탈구로 수술을 시행한 18명을 대상으로 하였다. 요수근 관절 탈구는 Dumontier 등의 방법을 이용하여 Group 1 (순순한 탈구 또는 요골의 작은 견열 골절)과 Group 2 (주상골와의 1/3 이상을 침범한 요골 경상돌기 골절)로 분류하였다. Group 2는 단요월상인대의 부착부가 파열되거나 작은 견열 골절을 동반한 경우를 2A, 비교적 큰 견열 골절을 동반하여 내고정이 가능한 경우를 2B로 분류하였다. 전자는 단요월상인대의 직접 봉합으로, 후자는 작은 나사를 이용한 견열 골편의 내고정으로 치료하였다. 최종 추시에서 통증, 관절 운동 범위와 파악력, 영상 검사를 확인하였다. 치료 결과는 patient-rated wrist evaluation(PRWE), modified Mayo wrist score (MMWS)를 이용하여 평가하였다. 결과: 모든 증례는 Group 2 (2A 6명, 2B 12명)로 분류되었다. 굴신 운동 범위는 건측의 79%, 파악력은 72.9%를 보였다. Group 2A가 2B보다 신전/굴곡/회전에서 더 큰 운동 범위를 보였다. 요사위/척사위/회외전과 통증, 파악력 회복은 차이는 없었다. PRWE, MMWS에서는 두 군의 차이가 없었다. 합병증으로 외상성 관절염 7예, 관절 불안정 5예가 있었다. 결론: 단요월상인대가 손상될 때 요골 월상골와의 전방연에서 발생한 견열 골절은 치료 결과에 영향이 없었다. 그러나 견열 골편이 전위되거나 회전되어 탈구의 정복을 방해하기 때문에 주의해야 하며, 골편에 부착하는 단요월상인대의 기능을 복원하기 위해 해부학적 정복과 견고한 내고정이 필요하다.

• 대한인간공학회지
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• 제36권5호
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• pp.589-599
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• 2017

Objective: The objective of this study was to measure the upper-limb motions and postures of grapes-harvesting tasks using electrical goniometers and analyze the upper-limb motions in a kinematic way to assess the risk of musculoskeletal disorders. Background: Grapes farmers are exposed to various risk factors of musculoskeletal disorders (MSDs) such as repetitive upper-limb motions, non-neutral postures, and manual handling of heavy items. The farmers have to use scissors repetitively while harvesting grapes with their being arms elevated over the shoulder height, which presumed to increase the physical workload. It has been reported that the grapes farmers feel the harvesting task as the one of the hardest work in cultivating grapes. We tried measure the wrist and elbow angles while the farmers were carrying out harvesting tasks to understand how much workload the work impose on the farmers, which can be helpful in making interventions of preventing musculosksletal disorders among grapes farmers. Method: We measured joint angles at the right wrist and elbow with a wireless measuring system with two electrical goniometers from five grape farmers. The grapes-harvesting task was classified into 6 different subtasks: 1) searching, 2) picking, 3) cleaning, 4) carrying, 6) storing, and 7) miscellaneous tasks. The subtasks were compared by mean angles, 10%, 50%, and 90% APDF values of wrist flexion/extension, ulnar/radial deviation, and elbow flexion. Results: The Kruskal-Wallis tests showed that the 10th percentiles of APDF of ulnar/radial deviation and flexion/extension of the wrist significantly differs among subtasks (p<0.05). It was found that the farmers assumed more deviated wrist postures in the ulnar direction when they picking and adjusting the grapes. The use of scissors seemed to force the farmers to severely bend their wrist in the directions of ulnar deviation and flexion. The grapes-harvesting task showed similar wrist postures and motion with poultry deboning and milking tasks. Conclusion: The grapes harvesting tasks make the farmers take ulnar deviated and extended postures in the wrist. The use of scissors makes them take more severely deviated postures in the wrist. Safety guidelines including use of ergonomic scissors can be provided to the farmers to improve their work conditions. Application: The results of this study can be used as a basic data for the development of safety guidelines for agricultural work.

• Clinics in Shoulder and Elbow
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• 제10권1호
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• pp.50-58
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• 2007

목적: 주관절의 후외측 동통과 탄발음을 유발할 수 있는 주관절의 활막추벽 9예에 대한 관절경적 경험과 해부학적 특징을 보고하고자 하였다. 대상 및 방법: 1999년 5월부터 2004년 1월까지 주관절 관절경을 받은 43명의 환자 중 활막추벽으로 진단되었거나 제거 받은 12개월 이상 추시가 가능했던 8명의 환자 9예를 대상으로 조사하였다. 양측 성을 보인 1명 2예를 포함한 남자가 8예 여자가 1예이었고 평균 연령은 29세 이었다. 모든 환자는 수술 전까지 최소 6개월의 보존적 치료를 받았으며 술 전 활막 추벽이라고 진단했던 경우가 6예, 외상과 염으로 진단했거나 진단이 처음부터 불분명하여 수술 중에 발견했던 경우가 3예이었다. 수술 직 후 관절경 소견으로 추벽의 형태를 분류하였고 최종 추시시점에서 통증 및 탄발음 소실 여부와 함께 Visual Analogue Scale (VAS)의 변화와 환자의 만족도를 조사였다. 결과: 관절경 소견상 전 예에서 외측 활막 추벽과 함께 전 외측에서 국한된 국소적 활막염의 소견이 관찰되었으며 7예에서 요골 두의 연골 연화증 또는 미란 소견을 보였다. 그러나 소두변화는 1예에서만 보였다. 2예를 제외한 7예에서 수술 직후부터 통증과 탄발음이 소실 또는 완화되었으며(VAS<1) 최종 추시 상에의 통증지수는 평균 6.8 에서 0.9로 감소하였다. 그 중 미약한 탄발음이 지속되었던 1예는 불완전한 제거로 판단하여 재수술을 시행하였다. 결론: 주관절의 활막 추벽은 주관절의 잠김 또는 외측 동통을 일으키는 주 진단범주에 포함시켜야할 것이며 특히 오랫동안 지속된 저항성 외 상과염이라면 활막 추벽을 고려해 봐야 할 것이다. 관절경을 통한 추벽의 제거는 매우 안전하고 효과적이었으며 단기 추시에서 매우 우수한 결과를 보였다.

• 대한의용생체공학회:의공학회지
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• 제35권5호
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• pp.125-131
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• 2014

The purpose of this study is to verify the utility of reflected photoplethysmography sensor using two green light emitting diodes that influenced by ambient light. Recently it has been studied that green light emitting diode is suitable for light source of reflected photoplethysmography sensor at low temperature and high temperature. Another study showed that, green light is better for monitoring heart rate during motion than led light. However, it has a bad characteristic about ambient light noise. To verify the utility of reflected photoplethysmography sensor using green light emitting diode, this study measures the photoplethysmography signal that is distorted by ambient light and will propose a solution. This study has two parts of research method. One is measurement system that composed sensor and board. The sensor is made up PE-foam and Non-woven fabric for flexible sensor. The photoplethysmography signal is measured by measurement board that composed high-pass filter, low-pass filter and amplifier. Ambient light source is light bulb and white light emitting diode that has three steps brightness. Photoplethysmography signal is measured with lead II electrocardiography signal at the same time and it is measured at the finger and radial artery for 1 minute, 1000 Hz sampling rate. The lead II electrocardiography signal is a standard signal for heart rate and photoplethysmography signal that measured at the finger is a standard signal for waveform. The test is repeated 3 times using three sensor. The data is processed by MATLAB to verify the utility by comparing the correlation coefficient score and heart rate. The photoplethysmography sensor using two green light emitting diodes is shown better utility than using one green light emitting diode and red light emitting diode at the ambient light. The waveform and heart rate that measured by two green light emitting diodes are more identical than others. The amount of electricity used is less than red light emitting diode and error peak detectability factor is the lowest.

• Journal of Acupuncture Research
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• 제30권5호
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• pp.203-209
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• 2013

Objectives : The purpose of this study is to report the clinical effects of Korean medical treatment for Kienb$\ddot{o}$ck's disease. Methods : The patient was treated using acupuncture, electroacupuncture, herbal medicine, pharmacopuncture treatment, and other treatments including moxibustion, physical rehabilitation for 6 weeks. And we evaluated the patient through verbal rating scale(VRS), disability of the arm, shoulder and hand(DASH), range of motion(ROM). Results : After treatment, VRS is changed from 7 to 3, DASH is changed from 37.93 to 20.69. And ROM is changed from $60^{\circ}$ to $70^{\circ}$ in wrist flexion, and from $10^{\circ}$ to $15^{\circ}$ in radial deviation. Conclusion : These results suggest that Korean medical treatment is effective to the patient complaining pain and dysfunction.

• 한국전문물리치료학회지
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• 제11권4호
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• pp.7-17
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• 2004

Individuals who propel wheelchairs have a high prevalence of upper extremity injuries (i.e., carpal tunnel syndrome, elbow/shoulder tendonitis, impingement syndrome). Musculoskeletal injuries can result from overuse or incorrect use of manual wheelchairs, and can hinder rehabilitation efforts. To better understand the mechanisms of upper extremity injuries, this study investigates the motion of the wrist during wheelchair propulsion. This study also examines changes in the variables that occur with fatiguing wheelchair propulsion to determine how the time parameters of wheelchair propulsion and the state of fatigue influence the risk of injury. A two dimensional (2-D) analysis of wrist movement during the wheelchair stroke was performed. Twenty subjects propelled a wheelchair handrim on a motor-driven treadmill at two different velocities (50, 70 m/min). The results of this study were as follows; The difference in time parameters of wheelchair propulsion (cadence, cycle time, push time, recovery time, and PSP ratio) at two different velocities was statistically significant. The wrist kinematic characteristics had statistically significant differences at two different velocities, but wrist radial deviation and elbow flexion/extension had no statistically significant differences. There were statistically significant differences in relation to fatigue in the time parameter of wheelchair propulsion (70 m/min) between initial 1 minute and final 1 minute. The wrist kinematic characteristics between the initial 1 minute and final 1 minute in relation to fatigue had statistically significant differences but the wrist flexion-extension (50 m/min) had no statistically significant differences. According to the results, the risk of musculoskeletal injuries is increased by fatigue from wheelchair propulsion. To prevent musculoskeletal injuries, wheelchair users should train in a muscle endurance program and consider wearing a splinting/grove. Moreover, wheelchair users need education on propulsion posture, suitable joint position, and proper recovery patterns of propulsion.

• Archives of Reconstructive Microsurgery
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• 제2권1호
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• pp.13-19
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• 1993

Although the etiology of $Kienb\"{o}ck's$ disease is clearly related to avascular changes in the lunate, but the actual cause leading to this vascular impairment has remained elusive. Therefore, a great many different surgical procedures have been proposed for the correction of the multiple factors leading to lunate collapse or for the treatment of the lunatomalacia. The treatment modalities includes lunate excision, intercarpal arthrodesis, lunate implant resection arthroplasty, joint levelling operation(e.g ulnar lengthening & radial shortening), pronater quadratus pedicle graft and vascular loop graft. In the period from Jan. 1981 to Dec. 1992, we performed operative treatment in 19 cases of $Kienb\"{o}ck's$ disease. Among them, 6 cases were treated with vascular loop graft. We analysed all patients who were treated with vascular loop graft after followed up of 4 year 6 months, on an average(range from 1 year to 8 year 10 months). The results analysed are as follows, 1. All cases were stage III according to Lichtman's classification. 2. Ulnar variance was -1.5(range$-2{\sim}0$), on an average. 3. The average age of patients were 37.7years old(range 31-41). 4. Postoperatively, there were considerable restoration of range of motion and complete relief of pain in all cases, but continued decrease of grip power in one case. 5. Decreased sclerosis, loss of fragmentation and new bone formation were appeared in the last follow up film, in all cases. The vascular loop graft considered as a useful method for the treatment of the $Kienb\"{o}ck's$ disease.