• Structural Engineering and Mechanics
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• 제62권2호
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• pp.237-246
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• 2017

In the present paper a new Neuro-Wavelet control algorithm is proposed based on a cost function to actively control the vibrations of structures under earthquake loads. A wavelet neural network (WNN) was developed to train the control algorithm. This algorithm is designed to control multi-degree-of-freedom (MDOF) structures which consider the geometric and material non-linearity, structural irregularity, and the incident direction of an earthquake load. The training process of the algorithm was performed by using the El-Centro 1940 earthquake record. A numerical model of a three dimensional (3D) three story building was used to accredit the control algorithm under three different seismic loads. Displacement responses and hysteretic behavior of the structure before and after the application of the controller showed that the proposed strategy can be applied effectively to suppress the structural vibrations.

• 한국반도체및디스플레이장비학회:학술대회논문집
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• 한국반도체및디스플레이장비학회 2002년도 추계학술대회 발표 논문집
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• pp.59-63
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• 2002

This paper reports on the fabrication process and characteristics of a ceramic thin-film pressure sensor based on Ta-N strain-gauges for harsh environment applications. The Ta-N thin-film strain-gauges are sputter-deposited on a thermally oxidized micromachined Si diaphragms with buried cavities for overpressure tolerance. The proposed device takes advantage of the good mechanical properties of single-crystalline Si as a diaphragm fabricated by SDB and electrochemical etch-stop technology, and in order to extend the temperature range, it has relatively higher resistance, stability and gauge factor of Ta-N thin-films more than other gauges. The fabricated pressure sensor presents a low temperature coefficient of resistance, high-sensitivity, low non-linearity and excellent temperature stability. The sensitivity is 1.21 ~ 1.097 mV/V.kgf/$\textrm{cm}^2$ in temperature ranges of 25~ $200^{\circ}C$ and a maximum non-linearity is 0.43 %FS.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2001년도 하계학술대회 논문집 D
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• pp.2096-2098
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• 2001

Fuzzy control has been researched for application of industrial processes which have no accurate mathematical model and could not be controlled by conventional methods because of a lack of quantitative input-output data. Intelligent control approach based on fuzzy logic could directly reflex human thinking and natural language to controller comparing with conventional methods. In this paper, the tested system is constructed for sending a ball to the goal position using wind from two DC motors in the path. This system contains non-linearity and uncertainty because of the characteristic of aerodynamics inside the path. The system used in this experiment could be hardly modeled by mathematic methods and could not be easily controlled by linear control manners. The controller, in this paper could control the system containing non-linearity and uncertainty.

• 한국전기전자재료학회:학술대회논문집
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• 한국전기전자재료학회 2002년도 춘계합동학술대회 논문집
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• pp.192-196
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• 2002

This paper describes on the fabrication and characteristics of a metal thin-film pressure sensor based on Cr strain-gauges for harsh environment applications. The Cr thin-film strain-gauges are sputter-deposited onto a micromachined Si diaphragms with buried cavity for overpressure protectors. The proposed device takes advantages of the good mechanical properties of single-crystalline Si as diaphragms fabricated by SDB and electrochemical etch-stop technology, and in order to extend the operating temperature range, it incorporates relatively the high resistance, stability and gauge factor of Cr thin-films. The fabricated pressure sensor presents a low temperature coefficient of resistance, high-sensitivity, low non-linearity and excellent temperature stability. The sensitivity is 1.097~1.21 $mV/V{\cdot}kgf/cm^2$ in the temperature range of $25{\sim}200^{\circ}C$ and the maximum non-linearity is 0.43 %FS.

• Journal of Advanced Marine Engineering and Technology
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• 제29권2호
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• pp.209-216
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• 2005

Thermo-chromic Liquid Crystal(TLC) particles were used as temperature sensor for thermal fluid flow. 1K $\times$ 1K CCD color camera and Xenon Lamp(500w) were used for the visualization of a Hele-Shaw cell The characteristic between the reflected colors from the TLC and their corresponding temperature shows strong non-linearity A neural network known as having strong mapping capability for non-linearity is adopted to quantify the temperature field using the image of the flow. Improvements of color-to-temperature mapping was attained by using the local color luminance (Y) and hue (H) information as the inputs for the constructed neural network.

• Structural Engineering and Mechanics
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• 제27권3호
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• pp.293-310
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• 2007

Theoretical foundation for the buckling load determination in reinforced concrete columns is described and analytical solutions for buckling loads of the Euler-type straight reinforced concrete columns given. The buckling analysis of the limited set of restrained reinforced concrete columns is also included, and some conclusions regarding effects of material non-linearity and restrain stiffnesses on the buckling loads and the buckling lengths are presented. It is shown that the material non-linearity has a substantial effect on the buckling load of the restrained reinforced concrete columns. By contrast, the steel/concrete area ratio and the layout of reinforcing bars are less important. The influence on the effective buckling length is small.

• 대한조선학회논문집
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• 제61권1호
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• pp.8-18
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• 2024

The present study concerns reduced order modeling of a marine diesel engine, which can be used for outlier detection in status monitoring and carbon intensity index calculation. Principal Component Analysis (PCA) is introduced for the reduced order modeling, focusing on the feasibility of detecting and treating nonlinear variables. By cross-correlation, it is found that there are seven non-linear data channels among 23 data channels, i.e., fuel mode, exhaust gas temperature after the turbocharger, and cylinder coolant temperatures. The dataset is handled so that the mean is located at the nominal continuous rating. Polynomial presentation of the dataset is also applied to reflect the linearity between the engine speed and other channels. The first principal mode shows strong effects of linearity of the most data channels to show the linearity of the system. The non-linear variables are effectively explained by other modes. second mode concerns the temperature of the cylinder cooling water, which shows small correlation with other variables. The third and fourth modes correlates the fuel mode and turbocharger exhaust gas temperature, which have inferior linearity to other channels. PCA is proven to be applicable to data given in binary type of fuel mode selection, as well as numerical type data.

• 한국소음진동공학회:학술대회논문집
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• 한국소음진동공학회 2010년도 추계학술대회 논문집
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• pp.267-268
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• 2010

• 한국위성정보통신학회논문지
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• 제10권4호
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• pp.101-106
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• 2015

본 논문에서는 위성통신망의 주파수 효율 향상을 위해 중심국과 단말국이 동일 주파수 대역을 사용하여 위성으로 전송하는 동일 주파수 위성 전송 시스템을 고려한다. 이와 같은 시스템이 동작하기 위해 중심국은 자신이 송신한 신호가 위성을 거쳐 다시 되돌아 오는 자기 간섭 신호를 제거하여, 수신하고자 하는 단말국 신호만을 추출하는 자기 간섭 제거기가 필요하다. 중심국에서 제거하고자 하는 간섭 신호는 자신이 송신한 신호가 지연된 신호이기 때문에 일반적인 간섭 신호와는 달리 송신 신호를 지연시켜 제거가 가능한 신호이다. 이때 중심국 또는 위성에 있는 전력 증폭기의 비선형성을 고려하여 간섭 제거기를 설계해야 한다. 간섭 제거기는 송신 신호의 지연을 추정하고, 전력 증폭기의 비선형성을 반영하여 제거하는 부분과 잔여 오차를 적응 필터로 억제하는 부분으로 구성된다. 더불어, 모의 실험을 통하여 제안 방식의 효용성을 검증하고자 한다.

• Elastomers and Composites
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• 제42권3호
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• pp.159-167
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• 2007

산업기계에서 공기압 또는 유압용 액추에이터(actuator)가 넓이 사용되는데 액추에이터의 중요 부품으로 탄성중합체로 만들어진 시일을 사용한다. 우수한 밀봉특성을 요구하는 시일의 재료로 내유성과 내마모성이 비교적 우수한 NBR(nitrile butadiene rubber) 재료가 가장 많이 사용한다. 산업기계의 액추에이터는 적용환경에 따라 낮거나 혹은 높은 온도에서 사용되는데 여러 온도에서 NBR은 그에 따른 특성이 다르게 나타난다. 본 연구에서는 새롭게 만들어지고 있는 재료 중 공기압, 유압용 시일(Seal)재료로 사용하는 Hs70, 80, 90등 3종의 NBR을 각각 $-10^{\circ}C,\;20^{\circ}C,\;80^{\circ}C,\;100^{\circ}C$온도에서 소재의 비선형(nonlinear) 특성의 시험과 유한요소해석에 필요한 재료상수를 알아보고 각각의 온도에서 하중 반복조건에 따른 소성변형 경향을 살펴보았다.