• 한국안광학회지
• /
• 제13권1호
• /
• pp.95-99
• /
• 2008

목적: 굴절교정 안경 착용 시 안경 착용자가 교정시력에는 만족할지라도 어지럼증상과 같은 위화감으로 안경착용에 불편함을 호소한다. 이는 안경 교정 굴절력에 의한 프리즘영향으로 인해 발생될 수 있으므로 본 연구는 평소 어지럼을 느끼지 않는 피검자를 대상으로 수직동향프리즘에 대한 자각증상을 조사하였다. 방법: 시각적으로 정상인 나이 20세에서 31세인 37명의 학생으로 실시하였다. 소프트콘택트렌즈로 굴절이상을 교정한 상태에서 수직동향프리즘, Base Down과 Base Up의 단프리즘렌즈로 조제가공 된 가공안경을 각각 착용한 상태로 걸어 보게 하여 자각적인 위화감에 대한 느낌의 정도를 나타내게 하였다. 결과: 프리즘에 대한 자각적 위화감에 대한 반응 정도는 Base Up 동향프리즘이 Base Down 동향프리즘 보다 유의적 수준에서 크게 나타났다. 또한 수직 Base Up에 의해 위화감을 느끼는 대상자의 빈도는 외사위 보다 내사위가 더 높게 나타나서 외사위 대상자 보다 내사위의 대상자가 보다 Base Up에 민감한 반응을 보였다. 결론: 안경에 의한 어지럼과 같은 위화감을 감소시키기 위해서는 프리즘의 효과를 최소화해야 하며 프리즘이 부득이 부가될 경우는 Base Up 보다는 Base Down의 동향프리즘을 유도하는 것이 효과적이라고 할 수 있다.

• 전기학회논문지
• /
• 제63권4호
• /
• pp.541-545
• /
• 2014

In this paper, the angle of the thighs that appear during walking condition to balance estimation to the left and right leg was occurred during normal walking. Get over to the limitations of gait analysis using image processing or foot pressure that was used a lot in the previous, the angle of the thigh were used for estimation of asymmetric gait. We implemented heathy five adult male to test targeting and gait and obtained cycle data from 10 times. For this research, Thigh-Angle measurement device were developed, and attached to in a position of $20^{\circ}$ for flexion and $15^{\circ}$ for extension to measure the angle of the thigh. Also, in order to verify the reliability of estimation of asymmetric gait using thigh-angle, it was compared with the result of asymmetric gait estimation using foot pressure. The results of this paper, using the thigh angle is the average of 16.84% higher than using pressure to accuracy of determine the gait imbalance.

• The Journal of Korean Physical Therapy
• /
• 제27권6호
• /
• pp.392-399
• /
• 2015

Purpose: This study investigated whether the strength imbalance between two muscles can affect the score of EMG based biofeedback game, and whether the EMG based biofeedback game score can be used as predictable indicator of the degree of muscle balance alternating the conventional strength measuring equipment. Methods: 40 participated in this study. Biodex was used to measure the peak torque/weight in order to calculate the muscle strength balance index between plantar flexor and dorsiflexor of ankle joint. And muscle balance index (MBI) was calculated. The EMG biofeedback game scores of dorsiflexor and plantar flexor were acquired, so that the EMG electrodes were attached at tibialis anterior and gastrocnemius. The relationship between the game score and the muscle balance index were analyzed. Results: There was negative correlation between the muscle balance index between plantar flexor and dorsiflexor and the peak torque/weight of plantar flexor (r=-0.70). And there was negative correlation between the muscle balance index between plantar flexor and dorsiflexor and the game score of plantar flexor (r=-0.83). Conclusion: The EMG biofeedback game score had significant relationship with muscle imbalance at ankle joint, so it seems that the game score can be used for predicting the degree of muscle imbalance as a parameter.

• 한국기계가공학회지
• /
• 제19권5호
• /
• pp.111-117
• /
• 2020

Centrifugal casting is suitable for producing hollow-products using centrifugal force. Bush type metal bearings are the key parts that facilitate the rotational movement of various machinery. Metal bearings produced by conventional centrifugal casting machines show rotational imbalance. Therefore, after injecting a large amount of material, the product's precision is secured in the secondary processing. Rotational imbalance is caused by the force acting on the rotary disc plate. In order to minimize rotational imbalance, NASTRAN was used for the optimal design and structural analysis. It was concluded that the rotating plate of the conventional centrifugal casting machine should be prevented from tilting. For this purpose, the location & thickness of the stiffeners were obtained through the optimum design. In the conventional centrifugal casting machine, both ends of the product are lower in temperature than the center part, so internal stress occurs. This solves this problem by inserting a heating coil into the rotating plate.

• 한국응급구조학회지
• /
• 제25권1호
• /
• pp.243-249
• /
• 2021

A decrease in coronary blood flow leads to an imbalance between the supply of oxygen to the myocardium and its demand, and reversible or irreversible damage to the myocardium could occur depending on the severity of the resultant ischemia and the duration of the imbalance. This imbalance results in a cascade of ischemic reactions in the following order: metabolic abnormalities, diastolic dysfunction, systolic dysfunction, and electrocardiogram changes. Variant angina is caused by the closure of the coronary artery due to reversible coronary artery spasm, resulting in myocardial ischemia and subsequent chest pain as a clinical symptom. Variant angina may be observed as ST segment elevation in electrocardiogram measured when present in chest pain. However, 12-lead electrocardiogram performed after the patient's chest pain resolves does not help in the diagnosis. Since the duration of chest pain appears to be <15 minutes, it is important to perform the 12-lead electrocardiogram when clinical symptoms are present. If nitroglycerin is administered without performing 12-lead electrocardiogram by 119 pre-hospital paramedics, the chest pain would be resolved, making it impossible to identify changes in the ST segment. Before administration of nitroglycerin, changes in the ST segment must be recorded by performing 12-lead electrocardiogram.

• 지능정보연구
• /
• 제28권3호
• /
• pp.23-43
• /
• 2022

AI(Artificial Intelligence)를 다양한 산업에서 접목하기 위해 알고리즘 선택에 대한 관심이 증가하고 있다. 알고리즘 선택은 대부분 데이터 과학자의 경험에 의해 결정되는 경우가 많다. 하지만 경험이 부족한 데이터 과학자의 경우 데이터셋 특성 기반의 메타학습(meta learning) 을 통해 알고리즘을 선택한다. 기존의 알고리즘 추천은 선정 과정이 블랙박스이기 때문에 어떠한 근거에 의해 도출되는지 알 수 없었다. 이에 따라 본 연구에서는 k-평균 군집분석을 활용하여 데이터셋 특성에 따라 유형을 나누고 적합한 분류 알고리즘과 클래스 불균형 해소 방법을 탐색한다. 본 연구 결과 네 가지 유형을 도출하였으며 데이터셋 유형에 따라 적합한 클래스 불균형 해소 방법과 분류 알고리즘을 추천하였다.

• 산업경영시스템학회지
• /
• 제45권4호
• /
• pp.233-239
• /
• 2022

The injection molding process is a process in which thermoplastic resin is heated and made into a fluid state, injected under pressure into the cavity of a mold, and then cooled in the mold to produce a product identical to the shape of the cavity of the mold. It is a process that enables mass production and complex shapes, and various factors such as resin temperature, mold temperature, injection speed, and pressure affect product quality. In the data collected at the manufacturing site, there is a lot of data related to good products, but there is little data related to defective products, resulting in serious data imbalance. In order to efficiently solve this data imbalance, undersampling, oversampling, and composite sampling are usally applied. In this study, oversampling techniques such as random oversampling (ROS), minority class oversampling (SMOTE), ADASYN(Adaptive Synthetic Sampling), etc., which amplify data of the minority class by the majority class, and complex sampling using both undersampling and oversampling, are applied. For composite sampling, SMOTE+ENN and SMOTE+Tomek were used. Artificial neural network techniques is used to predict product quality. Especially, MLP and RNN are applied as artificial neural network techniques, and optimization of various parameters for MLP and RNN is required. In this study, we proposed an SA technique that optimizes the choice of the sampling method, the ratio of minority classes for sampling method, the batch size and the number of hidden layer units for parameters of MLP and RNN. The existing sampling methods and the proposed SA method were compared using accuracy, precision, recall, and F1 Score to prove the superiority of the proposed method.

• 전기학회논문지
• /
• 제63권6호
• /
• pp.820-827
• /
• 2014

Since a microgrid has renewable energy sources, imbalance between power supply and power demand occurs in the islanded mode. In order to solve the imbalance, several energy storage systems (ESSs) such as bettary energy storage system (BESS), EDLC (electric double layer capacitor), flywheel, and SMES (superconducting magnetic energy storage) are generally used. Especially, their electrical characteristics are different. For efficient use of them, a coordinated control scheme is required. In this paper, a coordinated control scheme for using a Lead-acid BESS, a Lithium BESS, and a EDLC is designed to efficient frequency control for a microgrid in the islanded mode. The coordinated frequency control strategy is designed based on their electrical characteristics. The feasibility of the proposed coordinated frequency control strategy is verified through the simulation.

• 디지털산업정보학회논문지
• /
• 제15권3호
• /
• pp.197-206
• /
• 2019

Telemarketing has been used in finance due to the reduction of offline channels. In order to select telemarketing target customers, various machine learning techniques have emerged to maximize the effect of minimum cost. However, there are problems that the class imbalance, which the number of marketing success customers is smaller than the number of failed customers, and the recall rate is lower than accuracy. In this paper, we propose a method that solve the imbalanced class problem and increase the recall rate to improve the efficiency. The hybrid sampling method is applied to balance the data in the class, and the stacked deep network is applied to improve the recall and precision as well as the accuracy. The proposed method is applied to actual bank telemarketing data. As a result of the comparison experiment, the accuracy, the recall, and the precision is improved higher than that of the conventional methods.

• 풍력에너지저널
• /
• 제5권1호
• /
• pp.43-49
• /
• 2014

Primarily, tower loads of a wind turbine arise from aerodynamic effect and a top head mass. But sometime asymmetric loads of rotor also affect on the tower loads. Especially ice formation on two blades out of three causes the asymmetric loads, because the ice formation on blades lead to large rotating mass imbalance. This rotating mass imbalance of rotor affects tower fatigue loads. So design load cases of ice formation on blade should be considered in the fatigue design loads of the tower according to GL guideline 2010. This paper describes the change of tower fatigue loads following increase of tower height in the condition of ice formation. Finally, the optimal operation strategy is examined in order to reduce tower fatigue design loads.