• Title/Summary/Keyword: principle components

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A Study on the Pollution Sources of Simple water Supply Piped System using Statistical Analysis (통계적 분석을 이용한 간이급수시설의 오염원에 관한 연구)

  • 이홍근;김현용;백도현;김지영;이태호
    • Journal of environmental and Sanitary engineering
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    • v.14 no.2
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    • pp.56-67
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    • 1999
  • This study was performed to suggest the basic data and plans for the establishment of safe water supply plans in simple water supply piped system in the rural areas. In 4 different places, 24 points of water sources 36 points of taps from water sources were sampled. Of the whole 60 points, 55 points were ground water and 5 points were surface water. 14 items were measured for the analysis of water quality on each samples. The measured items were analyzed again by statistical method ; cluster analysis and principle components analysis. The results of this study are as followed. 1) In water quality analysis on water sources, 4 items, bacteria, E.coli, NH3-N and Fe exceed the standard. Of 24 points, 20 points(83%) on bacteria, 1 point(4%) on NH3-N and Fe exceed the standard. 2) In water quality analysis on near and remote taps, 4 items, bacteria, E.coli, NH3-N and Fe , exceed the standard. Of 36 points, 20 points (81%) on bactria, 1 pint(3%) on NH3-N and Fe exceed the standard. 3)Cluster analysis on water quality shows the differences by the kinds of water sources, geographical characteristics and distance from water sources. 4) Principle components analysis on ground water shows that Factor 1 and Factor 3 are natural fluctuation by the content of soil. Also, Factor 2 and Factor 4 are penetration of pollutants to underground. Therefore, it is needed to take deeper ground water in order to prevent from pollution in the areas which have ground water as water source . 5) Principle components analysis on surface water shows that Factor 1 is penetration of vacteria from surface to water source when rainfalls. Also, Factor 2 is fluctuation of water quality by the geographical characteristics. Therefore, the counterplans against non-point pollution source must be taken. Filtration and disinfection facilities are needed in the areas which have surface water as water source.

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The facial expression generation of vector graphic character using the simplified principle component vector (간소화된 주성분 벡터를 이용한 벡터 그래픽 캐릭터의 얼굴표정 생성)

  • Park, Tae-Hee
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.12 no.9
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    • pp.1547-1553
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    • 2008
  • This paper presents a method that generates various facial expressions of vector graphic character by using the simplified principle component vector. First, we analyze principle components to the nine facial expression(astonished, delighted, etc.) redefined based on Russell's internal emotion state. From this, we find principle component vector having the biggest effect on the character's facial feature and expression and generate the facial expression by using that. Also we create natural intermediate characters and expressions by interpolating weighting values to character's feature and expression. We can save memory space considerably, and create intermediate expressions with a small computation. Hence the performance of character generation system can be considerably improved in web, mobile service and game that real time control is required.

Unification through Similarity' as a Design Principle for Achieving Harmony in an Architectural Design (건축적 조화를 위한 디자인 방법론 -유사성에 의한 통일성을 중심으로-)

  • Choo Seung-Yeon
    • Journal of the Korean housing association
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    • v.15 no.4
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    • pp.9-16
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    • 2004
  • Architectural theories in western architecture have been considered as a basis for answering the fundamental questions of architectonics: proportion, symmetry, color, harmony and so on. Among those the architectural design theory is significant, since it affects the aesthetic evaluation of human perception. This paper gives an outline in applying the traditional design principles of architecture to contemporary architecture by 'unification through similarity' of architectural components such as form, scale, texture and color. As we see from this research, unification can be achieved in a design by the combination of the four components; that is, to balance between the four above-mentioned components in buildings, through the similarity of one or more of these components.

Architecture & Analysis of $SpO_2$ Computing Model Using Integral Ratio of Pulsating Components (맥동성분의 적분비를 이용한 펄스 옥시메터의 산소포화도 계산모델 설계 및 분석)

  • Kim, Y.Y.;Kim, D.C.;Lee, Y.S.
    • Proceedings of the KOSOMBE Conference
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    • v.1997 no.05
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    • pp.267-270
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    • 1997
  • Oxygen saturation is an important parameter in clinical fields; fetal monitoring, apnea, emergency medicine etc. Because of monitoring patients continuously, pulse oximeter that measures oxigen saturation non-invasively is regarded attentively. But, though research about accuracy of signal extraction has been developed, it actually plays a supplementary part in hospital for not trusting the principle of measurement by clinicians. In this paper focusing on these things, first we suggested simple mathematical modelling on separating do components, ac components andnoise components in optical signal transmitted from fingertip or earlobe, and then we considered oxygen saturation computing algorithm using integral ratio of pulsating components. Last, we analyzed its effect by comparing received data.

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Semiconductor-Type MEMS Gas Sensor for Real-Time Environmental Monitoring Applications

  • Moon, Seung Eon;Choi, Nak-Jin;Lee, Hyung-Kun;Lee, Jaewoo;Yang, Woo Seok
    • ETRI Journal
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    • v.35 no.4
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    • pp.617-624
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    • 2013
  • Low power consuming and highly responsive semiconductor-type microelectromechanical systems (MEMS) gas sensors are fabricated for real-time environmental monitoring applications. This subsystem is developed using a gas sensor module, a Bluetooth module, and a personal digital assistant (PDA) phone. The gas sensor module consists of a $NO_2$ or CO gas sensor and signal processing chips. The MEMS gas sensor is composed of a microheater, a sensing electrode, and sensing material. Metal oxide nanopowder is drop-coated onto a substrate using a microheater and integrated into the gas sensor module. The change in resistance of the metal oxide nanopowder from exposure to oxidizing or deoxidizing gases is utilized as the principle mechanism of this gas sensor operation. The variation detected in the gas sensor module is transferred to the PDA phone by way of the Bluetooth module.

Near-infrared Spectroscopic Measurement of Glucose Under the Existence of Other Major Blood Components (혈액의 주요 구성물질 존재 하에서 근적외분광분석법을 이용한 글루코오스 측정)

  • 백주현;강나루;우영아;김효진
    • YAKHAK HOEJI
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    • v.48 no.3
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    • pp.171-176
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    • 2004
  • This study was described for measuring clinically relevant levels of glucose in undiluted plasma and whole blood by near-infrared (NIR) spectroscopy. Result from an initial measurement of major blood components powder was over-lapped the absorption bands of glucose at 1500-1600 nm. However, the NIR data of blood components were clearly separated by principle component analysis (PCA) space. By the use of partial least squares (PLS) regression, glucose concentrations in undiluted plasma and whole blood could be determined with standard errors of prediction (SEP) of 15 mg/dl and 76 mg/dl, respectively. Although these blood components possessed strong absorption bands that overlapped with the absorption bands of glucose, successful calibration models could be carried out.

Detection of Anthelmintic Components of Sargassum thunbergii $K_{UNTZE}$ (I) (해호미 구충성분의 검색 ( I ))

  • Lee, Wan-Ha;Min, Kyung-Nak
    • Korean Journal of Pharmacognosy
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    • v.1 no.2
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    • pp.19-22
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    • 1970
  • It was found that the extracts of Sargassum thumbergii (Sargassaceae) had an anthelmintic action on Ascaris suilla and further examinations were made on the anthelmintic compounds of the seaweed. The anthelmintic principle is soluble in water, adsorbed in aqueous extract with activated carbon and eluted from the carbon with 90% aqueous methanol solution. But it is not adsorbed on alumina and amberite IR-120 (H-type). The anthelmintic fractions were prepared by the use of these properties. The active principle of Sargassum thunbergii was pharmacologically examined and was found to decrease the tenisty, tonus, mobility and amplitude of Eisenia foetida nerve muscles. The active principle was subjected to paper partition chromatography but yellow spot to ninhydrin was not revealed.

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A study on the design of fault diagnostic system based on PCA (PCA-기반 고장 진단 시스템 설계에 관한 연구)

  • Kim, Sung-Ho;Lee, Young-Sam;Han, Yoon-Jong
    • Journal of the Korean Institute of Intelligent Systems
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    • v.13 no.5
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    • pp.600-605
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    • 2003
  • PCA(Principle Component Analysis) has emerged as a useful tool for process monitoring and fault diagnosis. The general approach requires the user to identify the root cause by interpreting the residual or principle components. This could be tedious and often impossible for a large process. In this paper, PCA scheme is combined with the FCM-based fault diagnostic algorithm to enhance the diagnostic results. The implementation of the FCM-based fault diagnostic system by using PCA is done and its application is illustrated on the two-tank system.

Internet Roundtrip Delay Prediction Using the Maximum Entropy Principle

  • Liu, Peter Xiaoping;Meng, Max Q-H;Gu, Jason
    • Journal of Communications and Networks
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    • v.5 no.1
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    • pp.65-72
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    • 2003
  • Internet roundtrip delay/time (RTT) prediction plays an important role in detecting packet losses in reliable transport protocols for traditional web applications and determining proper transmission rates in many rate-based TCP-friendly protocols for Internet-based real-time applications. The widely adopted autoregressive and moving average (ARMA) model with fixed-parameters is shown to be insufficient for all scenarios due to its intrinsic limitation that it filters out all high-frequency components of RTT dynamics. In this paper, we introduce a novel parameter-varying RTT model for Internet roundtrip time prediction based on the information theory and the maximum entropy principle (MEP). Since the coefficients of the proposed RTT model are updated dynamically, the model is adaptive and it tracks RTT dynamics rapidly. The results of our experiments show that the MEP algorithm works better than the ARMA method in both RTT prediction and RTO estimation.

OBTAINING BOUNDARY TANGENTIAL COMPONENTS OF POTENTIAL MAGNETIC FIELDS BY A VARIATIONAL METHOD

  • CHOE G. S.
    • Journal of The Korean Astronomical Society
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    • v.31 no.2
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    • pp.89-93
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    • 1998
  • An attempt is made to find the boundary tangential components of potential magnetic fields without constructing solutions in the entire domain. In our procedure, the magnetic energy is expressed as a functional of tangential and normal magnetic fields at the boundary and is minimized by the variational principle. This paper reports a preliminary study on two dimensional potential fields above a plane.

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