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비정형 콘크리트 패널의 수학적 알고리즘을 이용한 생산-설치 데이터 생성모델 기초연구 (A Basic Study on Data Estimation Model of Production-installation Using Mathematical Algorithm in Free-Form Concrete Panel)

  • 손승현;김선국
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2016년도 춘계 학술논문 발표대회
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    • pp.166-167
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    • 2016
  • Unlike the past, supported by the development of digital technologies, free-form buildings are frequently designed with creative thoughts of architectural designers. However, there are some difficulties preventing successfully completion of projects, like reduced productivity and increased construction duration and cost upon the process of producing and installing concrete panels for free-form structures. In particular, there are active studies on the CNC machine for production of free-form concrete panels. Yet, it is difficult to effectively and easily come up with information on production and installation of free-form, curve-surfaced panels which are difficult to be mathematically defined. This requires a lot of manpower and time to implement the curved surfaces of free-form buildings as intended by architects. Accordingly, it needs a model that can effectively create production-installation data of free-form concrete panels for successful free-form building projects. Thus, the purpose of the study is to suggest data estimation model of production-installation using mathematical algorithm in free-form concrete panels. The study results will realize effective production and installation of free-form concrete members, allowing improved productivity of projects, reduced cost and shortened construction duration.

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음원 위치 추정 시스템의 정확도 향상 방법 (The Method of Elevation Accuracy In Sound Source Localization System)

  • 김용은;정진균
    • 대한전자공학회논문지SP
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    • 제46권2호
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    • pp.24-29
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    • 2009
  • 음원 추정 시스템은 로봇, 화상회의, CCTV(Closed-circuit television) 시스템에 쓰인다. 이러한 음원 추정 시스템은 사람을 대상으로 하며 사람이 말하는 동안 여러 개의 음성 데이터 프레임을 입력받을 수 있다. 본 논문에서는 입력된 음성 데이터 프레임으로부터 정확한 각도를 계산 할 수 있는 음성 데이터 프레임을 선별하여 각도 추정 오차를 줄이는 방법에 대해서 제안한다. 또한 선별된 데이터를 각도로 변환한 후 메디언 필터를 적용하여 음원 추정 시스템의 오차를 줄일 수 있다. 제안된 시스템을 이용하여 실험한 후 각도 추정 오차 평균이 31%감소함을 보인다.

An approach based on clustering for detecting differentially expressed genes in microarray data analysis

  • Yuki Ando;Asanao Shimokawa
    • Communications for Statistical Applications and Methods
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    • 제31권5호
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    • pp.571-584
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    • 2024
  • To identify differentially expressed genes (DEGs), researchers use a testing method for each gene. However, microarray data are often characterized by large dimensionality and a small sample size, which lead to problems such as reduced analytical power and increased number of tests. Therefore, we propose a clustering method. In this method, genes with similar expression patterns are clustered, and tests are conducted for each cluster. This method increased the sample size for each test and reduced the number of tests. In this case, we used a nonparametric permutation test in the proposed method because independence between samples cannot be assumed if there is a relationship between genes. We compared the accuracy of the proposed method with that of conventional methods. In the simulations, each method was applied to the data generated under a positive correlation between genes, and the area under the curve, power, and type-one error were calculated. The results show that the proposed method outperforms the conventional method in all cases under the simulated conditions. We also found that when independence between samples cannot be assumed, the non-parametric permutation test controls the type-one error better than the t-test.

가변적인 RGB Interleaving을 활용한 LED 기반의 가시광 통신에서 효율적인 데이터 전송 기법 (Efficient Data Transmission in LED-based Visible Light Communication Using Variable RGB Interleaving scheme)

  • 서효덕;이규진
    • 융합정보논문지
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    • 제7권6호
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    • pp.167-172
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    • 2017
  • 본 논문에서는 LED 기반의 가시광 통신 시스템에서 효율적인 데이터 전송을 하기 위해 가변적인 RGB 인터리빙 기법을 제안하였다. 빛을 데이터 전송의 자원으로 활용하는 가시광 통신 시스템은 빛의 성질과 빛의 3원색의 영향을 받게 된다. 그러나 빛의 반사, 회절 그리고 중첩과 같은 빛의 성질은 전송하고자 하는 데이터의 간섭을 발생시켜 데이터의 Burst error를 발생시키게 된다. 이러한 문제점은 가시광 통신 시스템의 BER 성능을 열하 시킨다. 이러한 문제점을 해결하기 위해서, 본 논문은 가변적인 RGB 인터리빙 기법을 활용하고자 한다. 가변적인 RGB 인터리빙을 통하여, 데이터의 Burst error를 줄일 수 있으며, 가시광 통신 시스템의 채널 간 간섭을 줄일 수 있다. 또한, 데이터의 중요도나 사용자의 요구사항에 따라 달라지는 QoS를 만족하기 위해 제안 시스템을 적용하면 사용자가 요구하는 QoS를 제공할 수 있으며 효율적인 데이터 전송을 할 수 있게 한다.

Vibration Suppression Control for an Articulated Robot;Effects of Model-Based Control Integrated into the Position Control Loop

  • Itoh, Masahiko
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.2016-2021
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    • 2003
  • This paper deals with a control technique of eliminating the transient vibration with respect to a waist axis of an articulated robot. This control technique is based on a model-based control in order to establish the damping effect on the driven mechanical part. The control model is composed of reduced-order electrical and mechanical parts related to the velocity control loop. The parameters of the control model can be obtained from design data or experimental data. This model estimates a load speed converted to the motor shaft. The difference between the estimated load speed and the motor speed is calculated dynamically, and it is added to the velocity command to suppress the transient vibration. This control method is applied to an articulated robot regarded as a time-invariant system. The effectiveness of the model-based control integrated into the position control loop is verified by simulations. Simulations show satisfactory control results to reduce the transient vibration at the end-effector.

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PECVD Chamber Cleaning End Point Detection (EPD) Using Optical Emission Spectroscopy Data

  • Lee, Ho Jae;Seo, Dongsun;Hong, Sang Jeen;May, Gary S.
    • Transactions on Electrical and Electronic Materials
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    • 제14권5호
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    • pp.254-257
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    • 2013
  • In-situ optical emission spectroscopy (OES) is employed for PECVD chamber monitoring. OES is used as an addon sensor to monitoring and cleaning end point detection (EPD). On monitoring plasma chemistry using OES, the process gas and by-product gas are simultaneously monitored. Principal component analysis (PCA) enhances the capability of end point detection using OES data. Through chamber cleaning monitoring using OES, cleaning time is reduced by 53%, in general. Therefore, the gas usage of fluorine is also reduced, so satisfying Green Fab challenge in semiconductor manufacturing.

ACLS의 개선을 위한 전지(剪枝)방법의 비교 (Comparison of Pruning Method for Revised Analog Concept Learning System)

  • 임성식;권영식;김남호
    • 산업공학
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    • 제10권2호
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    • pp.15-28
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    • 1997
  • Knowledge acquisition has been a major bottleneck in building expert systems. To ease the problems arising in knowledge acquisition, analog concept learning systems(ACLS) has been used. In this paper, in order to avoid the overfitting problem and secure a good performance, we propose the revised ACLS, which pruning methods -cost complexity, reduced error, pessimistic pruning and production rule- are incorporated into and apply them to the credit evaluation for Korean companies. The performances of the revised ACLS are evaluated in light of the prediction accuracy. To check the effect of the training data sampling on the performance, experiments are conducted using the different proportion of the training data. Experimental results show that the revised ACLS of combining cost complexity pruning with reduced error pruning performs best among original ACLS and other methods.

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How APEC Affects the Intra-trade of Members: An Empirical Study

  • Lee, Donghae
    • 유통과학연구
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    • 제10권12호
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    • pp.13-17
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    • 2012
  • Purpose - The Asia-Pacific Economic Cooperation (APEC) forum has evolved and is actively facilitating free and open trade. It is debated whether APEC has effectively reduced trade barriers in a preferential manner to encourage liberalized trade and whether increased trade between member countries has reduced trade with nonmember countries. Research designs, data, methodology -This paper empirically tests whether APEC creates or diverts trade, using an extended gravity model with tariff rates, exchange rates, and dummy variables to analyze how APEC affects intra-trade between members.The model utilizes the annual panel data between 1990 and 2007 of 16 selected APEC members and nonmembers. Results - Results reveal the changing role of APEC only between 2002 and 2007 has it created trade, fostering increased trade among trading partners and between members and nonmembers. Conclusion - APEC can be expected to demonstrate a stronger trade creating effect once its advanced and developing members complete tariff reductions by 2010 and 2020, respectively.

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Design of Low Power TFT-LCD Data Driver and Analog Buffer for Mobile Devices

  • Kim, Joon-Hoon;Kim, Seong-Joong;Shim, Hyun-Sook;Kwon, Oh-Kyong
    • 한국정보디스플레이학회:학술대회논문집
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    • 한국정보디스플레이학회 2003년도 International Meeting on Information Display
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    • pp.686-689
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    • 2003
  • This paper describes two kind of new concept for low power consumption for small area TFT-LCDs. First, the proposed analog buffer could reduce the static current by adopting new scheme. Second, new data driver structure reduced DC power consumption by reducing the number of operational amplifier (op-amp). As simulation results of Hspice, the quiescent current of proposed analog buffer is less than $0.8{\mu}A$ and the DC power consumption is reduced about $40{\sim}50%$ compared with conventional ones.

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디지털 위성방송 시스템의 고속 서비스를 위한 Pulse Shaping Filter 설계 (Design of Pulse Shaping Filter for High-Speed Service in Digital Satellite Broadcasting System)

  • 오재현;이인섭;이완범;강정용;박형근;김환용
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 하계종합학술대회 논문집(2)
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    • pp.337-340
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    • 2002
  • In data transmission at the digital satellite broadcasting systems, the delay and spread are caused whit receiving original signals from the transmitter in the receiver. So, there are some problems in data fast transmission. Also, transmitted signals ate received in stale of the combination of transmission delay and noise of channel. The affect of channel noise is reduced when increasing transmission power, but as signal interference due to the transmission delay and spread of channel increase in proportion to the transmission power, there is a problem in spite of increasing the transmission power. And there is the problem to add ISI(inter symbol interference) because the property of the channel is limo-varying due to relative moving in the transceiver Therefore, in this paper, a pulse shaping filter for the high-speed service in digital satellite broadcasting systems was designed and reduced the ISI.

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