• 제목/요약/키워드: Laboratory set-up

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인공신경망 모형을 이용한 울산공단지역 일 최고 SO2 농도 예측 (Prediction of Daily Maximum SO2 Concentrations Using Artificial Neural Networks in the Urban-industrial Area of Ulsan)

  • 이소영;김유근;오인보;김정규
    • 한국환경과학회지
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    • 제18권2호
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    • pp.129-139
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    • 2009
  • Development of an artificial neural network model was presented to predict the daily maximum $SO_2$ concentration in the urban-industrial area of Ulsan. The network model was trained during April through September for 2000-2005 using $SO_2$ potential parameters estimated from meteorological and air quality data which are closely related to daily maximum $SO_2$ concentrations. Meteorological data were obtained from regional modeling results, upper air soundings and surface field measurements and were then used to create the $SO_2$ potential parameters such as synoptic conditions, mixing heights, atmospheric stabilities, and surface conditions. In particular, two-stage clustering techniques were used to identify potential index representing major synoptic conditions associated with high $SO_2$ concentration. Two neural network models were developed and tested in different conditions for prediction: the first model was set up to predict daily maximum $SO_2$ at 5 PM on the previous day, and the second was 10 AM for a given forecast day using an additional potential factors related with urban emissions in the early morning. The results showed that the developed models can predict the daily maximum $SO_2$ concentrations with good simulation accuracy of 87% and 96% for the first and second model. respectively, but the limitation of predictive capability was found at a higher or lower concentrations. The increased accuracy for the second model demonstrates that improvements can be made by utilizing more recent air quality data for initialization of the model.

정신분석학에 의한 루이스 칸의 건축철학과 카발라와의 비교 연구 (A Comparative Study on Louis L Kahn's Architectural Philosophy and Kabbalah based on Psychoanalysis)

  • 최효식
    • 건축역사연구
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    • 제18권2호
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    • pp.85-105
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    • 2009
  • This study set out to compare and analyze the influences Kabbalah, which was Louis I. Kahn's faith as a Jew, on his architecture based on Freud's psychoanalysis that had many exchanges with modernism and contemporary architecture and theories. The specific goals of the study were to shed light to Kahn's presence in contemporary architecture anew and establish the methodology of using psychoanalysis in building new theories of architectural planning. When the theories of psychoanalysis were introduced for comparison and analysis purposes, Kahn tried to differentiate his buildings by placing a function or symbolic central space at the heart of a building even though he did adopt a characteristic of modernism architecture, which was placing a core at the centre of plan, for a while. Such a tendency of his was based on Jung's opinions rather than Freud's and affected by Ecole des Beaux-Art. The analysis results also indicate that he conceived "Served Space & Servant Space," "architecture of connection" and "silence and light" that made up the essence of his architectural theory from the relationships between Ayin-Sof, Kabbalah's absolute god, and Sefiroth. It's also very likely that his often use of triangles and circles in his architecture was affected by the Tree of Sefiroth diagram of Kabbalah. His tendency is well reflected in Salk Institute and Philips Exeter Academy Library, where he placed a laboratory or courtyard at the center where a core was supposed to be, created a corridor or courtyard space between those central spaces and the core, and connected them one another with to perceive the being of Ayin-Sof into an architectural space, which is well proven with Mikveh Israel Synagogue where he directly applied the Tree of Sefiroth diagram. The synagogue also contained a hollow column that served as an important concept in his late architecture. The hollow column was also the result of him applying the concept of Sefiroth of the place where Ayin-Sof Was reduced in Kabbalah.

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소나무를 가해(加害)하는 천공성해충(穿孔性害蟲)에 관(關)한 연구(硏究) (Boring Insects of the Pinus densiflora S. et Z. in Korea)

  • 이찬용;이상배
    • 한국산림과학회지
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    • 제89권5호
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    • pp.609-617
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    • 2000
  • 강원도 춘천 홍천의 소나무 건전림과 평창 정선의 솔잎혹파리 피해지역(충영형성율 70%) 임내에 식이목을 설치하고, 1999년 4월부터 8월까지 천공성해충의 분포 및 개체수를 조사한 결과 총 12과 35종이 조사되었으며, 이 가운데는 한국미기록종 5종과 천적 2과 5종이 채집되었다. 천공성해충의 종에 따른 수목의 가해선호부위를 조사한 결과 소나무의 수간하부에는 왕바구미(Siphalinus gigas)외 3종, 수간중부에는 깨다시수염하늘소(Monachamus sutor)외 7종, 수간상부에는 이비나무좀(Orthotamicus suturalis)외 1종으로 가해부위에 따라 종이 다르게 나타났으며, 소나무줄나무좀(Hylurgops interstitialis)은 수간전체부위에서 조사되었다. 천공성해충의 가해습성은 가문비왕나무좀(Xyleborus validius) 및 하늘소과(Cerambycidae)는 변재부, 솔곰보바구미(Hybitelus haroldi) 왕바구미(Siphalinus gigas)는 심재부, 노랑무늬 솔바구미(Pissodes nitidius) 노랑점바구미(P. abscurus) 솔흰점박이바구미(Shirahoshizo insidiosus) 및 나무좀과(Scolytidae)는 인피부(靭皮部)를 가해하는 것으로 조사되었다.

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망지에 대한 풀게(Heyhigrapsus penirillatus)의 보행운동 (The Gaiting Behaviour of the Grass Crab, Hemigrapsus penicillatus on the Nettings)

  • 김용해;고관서
    • 한국수산과학회지
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    • 제20권3호
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    • pp.177-184
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    • 1987
  • 통발과 자망 등에 어획되는 게류의 측면적인 보행운동은 매우 특이하여 어획 메카니즘을 밝히는데 매우 중요한 요소가 된다. 여기서는 해운대 동백섬의 조간대에서 채집한 풀게를 사용하여 망지위에서의 직선적인 운동과 회전 운동 등을 관찰하고 다리의 보행위치와 시간적인 변화를 분석하였다. 그 결과 망지위에서의 보행운동은 착지위치에 따라 그물코 사이로 다리가 빠지게 되는 불규칙적인 움직임이 대부분이므로 여러가지 보행 요인들의 편차가 게의 크기에 관계 없이 크게 나타났다. 풀게의 망지위에서의 보폭, 보행속도, 다리간의 위상차 등은 평면에서 보다 훨씬 작았으나, 보행주기, 다리마디간의 각도 등은 평면에서 보다 양간 증가하였다. 따라서 게가 자망에 걸리는 현상은 게의 크기에 따른 다리의 보행운동과 망지의 망목크기 등을 고려하여 세밀하게 조사되어야 할 것이다.

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Characteristic equation solution of nonuniform soil deposit: An energy-based mode perturbation method

  • Pan, Danguang;Lu, Wenyan;Chen, Qingjun;Lu, Pan
    • Geomechanics and Engineering
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    • 제19권5호
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    • pp.463-472
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    • 2019
  • The mode perturbation method (MPM) is suitable and efficient for solving the eigenvalue problem of a nonuniform soil deposit whose property varies with depth. However, results of the MPM do not always converge to the exact solution, when the variation of soil deposit property is discontinuous. This discontinuity is typical because soil is usually made up of sedimentary layers of different geologic materials. Based on the energy integral of the variational principle, a new mode perturbation method, the energy-based mode perturbation method (EMPM), is proposed to address the convergence of the perturbation solution on the natural frequencies and the corresponding mode shapes and is able to find solution whether the soil properties are continuous or not. First, the variational principle is used to transform the variable coefficient differential equation into an equivalent energy integral equation. Then, the natural mode shapes of the uniform shear beam with same height and boundary conditions are used as Ritz function. The EMPM transforms the energy integral equation into a set of nonlinear algebraic equations which significantly simplifies the eigenvalue solution of the soil layer with variable properties. Finally, the accuracy and convergence of this new method are illustrated with two case study examples. Numerical results show that the EMPM is more accurate and convergent than the MPM. As for the mode shapes of the uniform shear beam included in the EMPM, the additional 8 modes of vibration are sufficient in engineering applications.

Prediction of coal and gas outburst risk at driving working face based on Bayes discriminant analysis model

  • Chen, Liang;Yu, Liang;Ou, Jianchun;Zhou, Yinbo;Fu, Jiangwei;Wang, Fei
    • Earthquakes and Structures
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    • 제18권1호
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    • pp.73-82
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    • 2020
  • With the coal mining depth increasing, both stress and gas pressure rapidly enhance, causing coal and gas outburst risk to become more complex and severe. The conventional method for prediction of coal and gas outburst adopts one prediction index and corresponding critical value to forecast and cannot reflect all the factors impacting coal and gas outburst, thus it is characteristic of false and missing forecasts and poor accuracy. For the reason, based on analyses of both the prediction indicators and the factors impacting coal and gas outburst at the test site, this work carefully selected 6 prediction indicators such as the index of gas desorption from drill cuttings Δh2, the amount of drill cuttings S, gas content W, the gas initial diffusion velocity index ΔP, the intensity of electromagnetic radiation E and its number of pulse N, constructed the Bayes discriminant analysis (BDA) index system, studied the BDA-based multi-index comprehensive model for forecast of coal and gas outburst risk, and used the established discriminant model to conduct coal and gas outburst prediction. Results showed that the BDA - based multi-index comprehensive model for prediction of coal and gas outburst has an 100% of prediction accuracy, without wrong and omitted predictions, can also accurately forecast the outburst risk even for the low indicators outburst. The prediction method set up by this study has a broad application prospect in the prediction of coal and gas outburst risk.

수도권 초미세먼지 농도모사: ( I ) 2013 CAPSS 배출량 목록의 전구물질별 기여도 추정 (PM2.5 Simulations for the Seoul Metropolitan Area: ( I ) Contributions of Precursor Emissions in the 2013 CAPSS Emissions Inventory)

  • 김순태;배창한;김병욱;김현철
    • 한국대기환경학회지
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    • 제33권2호
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    • pp.139-158
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    • 2017
  • CMAQ (Community Multiscale Air Quality Model) simulations were carried out to estimate the potential range of contributions on surface $PM_{2.5}$ concentrations over the Seoul Metropolitan Area (SMA) with the gaseous precursors and Primary Particulate Matters(PPM) available from a recent national emissions inventory. In detail, on top of a base simulation utilizing the 2013 Clean Air Policy Supporting System (CAPSS) emission inventory, a set of Brute Force Method (BFM) simulations after reducing anthropogenic $NO_x$, $SO_2$, $NH_3$, VOCs, and PPM emissions released from area, mobile, and point sources in SMA by 50% were performed in turn. Modeling results show that zero-out contributions(ZOC) of $NH_3$ and PPM emissions from SMA are as high as $4{\sim}5{\mu}g/m^3$ over the region during the modeling period. On the contrary, ZOC of local $NO_x$ and $SO_2$ emissions to SMA $PM_{2.5}$ are less than $1{\mu}g/m^3$. Moreover, model analyses indicate that a wintertime $NO_x$ reduction at least up to 50% increases SMA $PM_{2.5}$ concentrations, probably due to increased HNO3 formation and conversion to aerosols under more abundant ozone and radical conditions after the $NO_x$ reduction. However, a nation-wide $NO_x$ reduction decreased SMA $PM_{2.5}$ concentrations even during winter, which implies that nation-wide reductions would be more effective to curtail SMA $PM_{2.5}$ concentrations than localized efforts.

포렌식마크 기술 평가 및 인증 기술 (Technologies for Forensic Marking Certification)

  • 오원근
    • 방송공학회논문지
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    • 제18권2호
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    • pp.196-203
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    • 2013
  • 본 논문에서는 국내 디지털 저작권 보호 업체 혹은 대학 및 연구소에서 개발하고 생산하는 포렌식마크 기술의 품질을 객관적으로 평가할 수 있는 평가절차와 평가지표를 정량적으로 제시하였다. 포렌식마크 기술을 객관적으로 평가하기 위해서 본 논문에서는 우선, 구매자 정보가 삽입된 테스트 영상의 공격 항목과 수준을 정하고, 포렌식마크 정보의 추출 성능을 평가하기 위한 평가절차로서 평가항목, 평가기준, 평가절차를, 그리고 인증을 위해서는 포렌식마크 기술의 신뢰성에 대한 통계정보를 포함하는 인증서를 생성하기 위한 인증절차를 포함하였다. 이러한 포렌식마크 기술의 평가 및 인증 기술은 기술 개발자에게는 자신들이 개발한 포렌식마크 기술에 대한 객관적인 평가결과를 미리 알아볼 수 있어서 기술의 상품성을 점검할 수 있고 소비자 입장에서는 객관적이고 보편타당성 있는 평가 결과에 대한 신뢰를 가질 수 있다. 평가자 입장에서는 기술 평가를 통해 객관적이고 정량적인 평가 결과를 얻을 수 있어서 상대적인 우열을 가리기가 용이해지는 편리성을 얻을 수 있다. 이를 통하여 포렌식마크 기술의 발전과 디지털 저작권 보호 시장의 활성화에 일조를 할 수 있을 것으로 사료된다.

공동 광자 감쇠시간 측정 방법을 이용한 반사경의 손실 측정 (Measurement of losses in mirror using cavity ring-down method)

  • 신명진;조현주;임경아;문용권;문건;이재철
    • 한국광학회지
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    • 제11권2호
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    • pp.123-129
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    • 2000
  • 흡수와 산란이 매우 작은 반사경의 손실을 측정하기 위하여 공동 광자 감쇠시간 측정 방법을 이용한 측정 장치를 구성하였다. 장치의 광자 감쇠시간의 측정 오차는 반사경의 위치에 따른 손실 불균일성으로 설명할 수 있으며 단시간 안정도와 장시간 안정도 측정을 통하여 본 장치의 장시간 안정도의 한계는 3일이고 그 때의 최소 측정 오차는 4 ppm임을 확인하였다. 또한 구성된 장치를 이용하여 제작 방법과 손실이 다른 여러 반사경의 손실을 측정한 결과 이온빔 스퍼터링 방법을 사용한 반사경이 전자총 증착 방법을 사용한 반사경에 비해 작은 손실을 가진 것을 알 수 있었으며 반사경의 손실이 측정 위치에 따라 다르게 나타나 손실이 공간적으로 균일하지 않음을 확인하였다.

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Comparison of Anthocyanin Content in Seed Coats of Black Soybean [Glycine max(L.) Merr.] Cultivars Using Liquid Chromatography Coupled to Tandem Mass Spectrometry

  • Shin, Sung-Chul;Lee, Soo-Jung;Lee, Sung-Joong;Chung, Jong-Il;Bae, Dong-Won;Kim, Soo-Taek;Sung, Nak-Ju
    • Food Science and Biotechnology
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    • 제18권6호
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    • pp.1470-1475
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    • 2009
  • The seed coat of the black soybean contains 3 main anthocyanins such as delphinidin-3-O-$\beta$-glucoside, cyanidin-3-O-$\beta$-glucoside, and petunidin-3-O-$\beta$-glucoside. As a part of our effort on discovering and breeding new black soybean cultivars which possesses specific anthocyanin component rich, we determined the anthocyanin profiles of the 2 cultivars recently developed soybean cv. Gaechuck #1 and cv. Gyeongsang #1, using liquid chromatography-tandem mass spectrometry (LC-MS/MS) and compared their content and identity with those of previously known 10 cultivar controls. The Cosmosil-$5C_{18}$-AR-II column were selected for the analysis because of the best peak separation. The column temperature was set up at $35^{\circ}C$. The mobile phase consisting of water containing 0.5%(v/v) formic acid and methanol gave good separation between the 3 anthocyanin analytes and internal standard (quercetin 3-O-$\beta$-rutinoside) and peaks with suppressed tail. The MS/MS spectra of each individual anthocyanin standard were detected in positive electron spray ionization (ESI) modes. It was disclosed that the anthocyanin contents of the soybean cv. Gaechuck#1 and cv. Gyeongsang#1 are roughly higher than those of the 10 controls.