• Title/Summary/Keyword: 초음파추출법

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A novel approach to the classification of ultrasonic NDE signals using the Expectation Maximization(EM) and Least Mean Square(LMS) algorithms (Expectation Maximization (EM)과 Least Mean Square(LMS) algorithm을 이용하여 초음파 비파괴검사 신호의 분류를 하기 위한 새로운 접근법)

  • Daewon Kim
    • Journal of the Institute of Convergence Signal Processing
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    • v.4 no.1
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    • pp.15-26
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    • 2003
  • Ultrasonic inspection methods are widely used for detecting flaws in materials. The signal analysis step plays a crucial part in the data interpretation process. A number of signal processing methods have been proposed to classify ultrasonic flaw signals. One of the more popular methods involves the extraction of an appropriate set of features followed by the use of a neural network for the classification of the signals in the feature space. This paper describes an alternative approach which uses the least mean square (LMS) method and expectation maximization (EM) algorithm with the model based deconvolution which is employed for classifying nondestructive evaluation (NDE) signals from steam generator tubes in a nuclear power plant. The signals due to cracks and deposits are not significantly different. These signals must be discriminated to prevent from happening a huge disaster such as contamination of water or explosion. A model based deconvolution has been described to facilitate comparison of classification results. The method uses the space alternating generalized expectation maximization (SAGE) algorithm In conjunction with the Newton-Raphson method which uses the Hessian parameter resulting in fast convergence to estimate the time of flight and the distance between the tube wall and the ultrasonic sensor Results using these schemes for the classification of ultrasonic signals from cracks and deposits within steam generator tubes are presented and showed a reasonable performances.

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Optimization of Polyphenol Extraction Process from Native Soybean using Ultrasound (자생 희귀콩인 납떼기콩으로부터 초음파를 이용한 폴리페놀 성분의 추출 공정 최적화)

  • Kang, Hye Jung;Park, Junseong
    • Journal of the Society of Cosmetic Scientists of Korea
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    • v.48 no.3
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    • pp.255-264
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    • 2022
  • The active ingredients of Napttegi Kong(GML, Glycine max landrace), a type of native rare soybeans, were identified, and an ultrasonic extraction method was introduced as an eco-friendly extraction method. Through the component analysis of the Napttegi Kong extract, the epicatechin, which was not found in conventional soybeans, was identified. For effective extraction using ultrasonic, the main extraction conditions were optimized using the response surface analysis method. Through the Box-Behnken design process, 15 experiments were conducted with the extraction temperature, the ratio of extraction solvent/solution, and extraction time as key independent variables. A quadratic regression equation for the two dependent variables, epicatechin content and total isoflavone content, was derived, and the coefficients of determination were found to be high as R2 = 0.9939 and R2 = 0.9844, respectively, confirming that the correlation showed high significance. The extraction conditions satisfying the maximum expectations of these two dependent variables were predicted. to be 40.4℃ of extraction temperature, 19.3 times of extraction solvent/solution, and 91 sec of extraction time. The expected value and the actual experimental value of the epikatechin content and the total isoflavone content were similar, so it was confirmed that this experimental method is a highly reliable optimization model.

Feasibility Study on Remediation for Railroad-contaminated Soil with Waste-lubricant (윤활유 유래 철도 오염토양의 정화방법 연구)

  • Park, Sung-Woo;Shin, Min-Chul;Jeon, Chil-Sung;Baek, Ki-Tae;Lee, Jae-Young
    • Journal of Soil and Groundwater Environment
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    • v.13 no.2
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    • pp.30-35
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    • 2008
  • In this study, the feasibility of soil washing, chemical oxidation and sonication was investigated to treat lubricantcontaminated railroad soil. Tergitol, a non-ionic surfactant, was used as a washing agent with or without iso-propyl acohol as a cosolvent. However, it was not effective to remove lubricant from soil even though tergitol was the most effective washing agent for diesel-contaminated soil. The cosolvent reduced the overall washing efficiency. Chemical oxidation removed 30% of lubricant from contaminated soil. Soil washing after chemical oxidation extracted additionally 16-17% of lubricant. Sonication enhanced-soil washing showed enhanced overall efficiency of soil washing. Lubricant-contaminated soil should be remediated by the other technology used for diesel-contaminated soil.

Detection of a Surface-Breaking Crack Using the Surface Wave of a Laser Ultrasound (레이저 초음파의 표면파를 이용한 표면결함 측정)

  • Park, Seung-Kyu;Jung, Hyun-Kyu;Baik, Sung-Hoon;Lim, Chang-Hwan;Joo, Young-Sang;Kang, Young-June
    • Journal of the Korean Society for Nondestructive Testing
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    • v.26 no.2
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    • pp.84-89
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    • 2006
  • A laser ultrasonic inspection system is a non-contact inspection device which generates and measures ultrasounds by using laser beams. A laser ultrasonic inspection system provides a high measurement resolution because the ultrasonic signal generated by a pulse laser beam has a wide-band spectrum and the ultrasonic signal is measured from a small focused spot of a measuring laser beam. In this paper, we have investigated the detection techniques of a surface-breaking crack by using the laser ultrasonic surface waves. A crack acts as a low pass filter whose cut-off frequency is lowered in proportion to the depth of a crack. And, the center frequency value of a spectrum is decreased in proportion to the depth of a crack. In this paper, we extracted the crack information by using the frequency attenuation from the normalized transfer function spectrum of a surface-breaking crack. Also, we effectively measured the crack depth by using the decreasing value of the center frequency from a crack passed ultrasonic signal. The proposed measuring techniques of crack depths provided more precise information than the amplitude measuring technique.

Quantitative Extraction Analysis of Brominated Flame Retardant Substances Using Supercritical-Fluid Method for Environmental Assessment (초임계추출법을 이용한 브롬계 난연제 화합물 환경성 평가 추출효율 분석 연구)

  • Oh, Min-Kyung;Yoon, Sang-Hwa;Lee, Young-Kwan;Han, Jae-Sung;Won, Sung-Ho;Nam, Jae-Do
    • Polymer(Korea)
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    • v.32 no.1
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    • pp.13-18
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    • 2008
  • For the evaluation of brominated flame retardants included in polymeric electronic devices, we investigated the extraction methods and solvent systems for four different types of polymers of PC (polycarbonate), PP (polyropylene), PET (poly(ethylene terephthalate)) and PBT (poly(butylene terephthalate)) using different solvent systems of hexane/acetone, THF, toluene, and THF/toluene. In order to compare the extraction efficiency of different methods and solvent systems, the deca-BDE (decabromo diphenyl ether) flame retardant was included in PC, PP, PET and PBT systems and subsequently extracted by soxhlet, ultrasonic, accelerated solvent, microwave and supercritical fluid extraction methods. The amount of the extracted flame retardant was monitored to evaluate the extraction efficiency. The ultrasonic extraction method was found not to be acceptable as an extraction method for the polymer systems mainly due to a low salvation efficiency of the organic solvents. Soxhlet, accelerated solvent and microwave extraction methods exhibited over 80% of extraction efficiency for toluene. The supercritical fluid extraction method, which has been used as an extraction method for flame retardants in polymers, showed the extraction efficiencies of ca. 100% for PC and PP in the optimal extraction conditions of $60^{\circ}C$ and 120 bar.

A study on the real time fetal heart rate monitoring system by high resolution pitch detection algorithm (고해상 피치 검출 알고리듬을 적용한 실시간 태아 심음 감시시스템에 관한 연구)

  • 이응구;이두수
    • Journal of Biomedical Engineering Research
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    • v.16 no.2
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    • pp.175-182
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    • 1995
  • Despite the simplicity of processing, a conventional autocorrelation function (ACF) method for the precise determination of fetal heart rate (FHR) has many problems. In case of weak or noise corrupted Doppler ultrasound signal, the ACF method is very sensitive to the threshold level and data window length. It is very troublesome to extract FHR when there is a data loss. To overcome these problems, the high resolution pitch detection algorithm was adopted to estimate the FHR. This method is more accurate, robust and reliable than the ACF method. With a lot of calculation, however, it is impossible to process real time FHR estimation. This paper is presented a new FHR estimation algorithm for real time processing and studied the real time FHR monitoring system by high resolution pitch detection algorithm.

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Enhancement of Immune Activity of Spirulina maxima by Low Temperature Ultrasonification Extraction (저온 초음파 추출에 의한 Spirulina maxima 면역활성 증진)

  • Oh, Sung-Ho;Han, Jae-Gun;Ha, Ji-Hye;Kim, Young;Jeong, Myoung-Hoon;Kim, Seong-Sub;Jeong, Hyang-Suk;Choi, Geun-Pyo;Park, Uk-Yeon;Kang, Do-Hyung;Lee, Hyeon-Yong
    • Korean Journal of Food Science and Technology
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    • v.41 no.3
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    • pp.313-319
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    • 2009
  • The marine microalga Spirulina maxima was extracted using water or ethanol at 100 or $80^{\circ}C$ and by ultrasonification in water at $60^{\circ}C$. The ultrasonification technique generated the highest yield (19.8%). To be therapeutically useful, the extraction should yield a product with low cytotoxicity and high immunity against skin infections. The cytotoxicity of all extracts (1.0 mg/mL) was below 25%. Moreover, the cytotoxicity of the extract generated by ultrasonification was 5%. Extracts prepared in the described manners could inhibit hyaluronidase activity by up to 40% compared to the control. Increased growth of human B, T and NK cells and an increase in cytokine secretion were observed, confirming the interrelationship between both human immune and skin immune activity. The extract prepared by ultrasonification increased the growth of human B, T and NK cells up to $10.3{\times}10^4$ cells/mL, $11.3{\times}10^4$ cells/mL and $19.1{\times}10^4$ cells/mL, respectively. The extract prepared by ultrasonification also greatly increased the secretion of both IL-6 and $TNF-{\alpha}$. Moreover, it was estimated that protein, Na and leucine occupy a high ratio. Accordingly, this study has confirmed that extracts prepared as described have the potential to effectively increase skin immunity.

Rate-Distortion Based Segmentation of Tumor Region in an Breast Ultrasound Volume Image (유방 초음파 볼륨영상에서의 율왜곡 기반 종양영역 분할)

  • Kwak, Jong-In;Kim, Sang-Hyun;Kim, Nam-Chul
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.42 no.5 s.305
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    • pp.51-58
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    • 2005
  • This paper proposes an efficient algorithm for extracting a tumor region from an breast ultrasound volume image by using rate-distortion (R-D) based seeded region growing. In the proposed algorithm the rate and the distortion represent the roughness of the contour and the dissimilarity of pixels in a region, respectively. Staring from an initial seed region set in each cutting plane of a volume, a pair of the seed region and one of adjacent regions whose R-D cost is minimal is searched and then they are merged into a new updated seed region. This procedure is recursively performed until the averaged R-D cost values per the number of contour pixels in the seed region becomes maxim. As a result, the final seed region has good pixel homogeneity and a much smooth contour. Finally, the tumor volume is extracted using the contours of the final seed regions in all the cutting planes. Experimental results show that the averaged error rate of the proposed method is shown to be below 4%.

방향확률을 이용한 직선선분 추출 및 지도작성

  • 김재철;강승균;임종환
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2004.05a
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    • pp.316-316
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    • 2004
  • 이동로봇이 자율항해를 하기 위해서는 위치추적 즉, 지금까지의 정보와 현재의 정보로부터 작업환경내의 어디에 로봇이 위치해 있는가를 알아내는 것이다 따라서 위치추적은 로봇이 어디로 가고 있는가 라는 물음과 어떻게 목표점에 도달할 것인가라는 물음에 대한 답의 기본이 된다는 의미에서 자율항해에서 가장 중요한 기능이라고 할 수 있다. 초음파 센서를 이용한 위치 추적은 그리드형태의 지도를 이용하는 방법과 물체의 형상을 기준으로 하는 방법이 있다.(중략)

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A Complete Feature Map Building Method of Sonar Sensors for Mobile Robots (이동 로봇을 위한 초음파 센서의 완성도 높은 형상지도 작성법)

  • Lee, Se-Jin;Lim, Jong-Hwan;Cho, Dong-Woo
    • Journal of the Korean Society for Precision Engineering
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    • v.27 no.1
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    • pp.64-75
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    • 2010
  • This study introduces a complete feature map building method of sonar sensors for mobile robots. This method enhances the reality of feature maps by extracting even circle features as well as line and point features from sonar data. Edge features are, moreover, generated by combining line features close to circle features extracted around comer sites. The uncertainties of the specular reflection phenomenon and wide beam width of sonar data can be, therefore, reduced through this map building method. The experimental results demonstrate a practical validity of the proposed method in those environments.