• 제목/요약/키워드: Yield Prediction

검색결과 549건 처리시간 0.027초

Optimization of Submerged Fermentation Medium for Matrine Production by Aspergillus terreus, an Endophytic Fungus Harboring Seeds of Sophora flavescens, Using Response Surface Methodology

  • Zhang, Qiang;Li, Yujuan;Xu, Fangxue;Zheng, Mengmeng;Xi, Xiaozhi;Zhang, Xuelan;Han, Chunchao
    • Mycobiology
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    • 제45권2호
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    • pp.90-96
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    • 2017
  • Different endophytes isolated from the seeds of Sophora flavescens were tested for their ability to produce matrine production. Response surface methodology (RSM) was applied to optimize the medium components for the endophytic fungus. Results indicated that endophyte Aspergillus terreus had the ability to produce matrine. The single factor tests demonstrated that potato starch was the best carbon source and the combination of peptone and $NH_4NO_3$ was the optimal nitrogen source for A. terreus. The model of RSM predicted to gain the maximal matrine production at $20.67{\mu}g/L$, when the potato starch was 160.68 g/L, peptone was 24.96 g/L and $NH_4NO_3$ was 2.11 g/L. When cultured in the optimal medium, the matrine yield was an average of $20.63{\pm}0.11{\mu}g/L$, which was consistent with the model prediction. This study offered an alternative source for the matrine production by endophytic fungus fermentation and may have far-reaching prospect and value.

유사량 산정공식에 따른 유사 및 하상변동 예측에 관한 연구 (A Study on Prediction of Sediment and Riverbed Variation According to Sediment Transportation Functions)

  • 고수현;송인렬;김창석
    • 한국환경과학회지
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    • 제13권3호
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    • pp.263-277
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    • 2004
  • The purpose of this study is to analyze the characteristics of riverbed variation due to the sediment protection weir located on the estuary of the main stream of Taehwa river using I-D finite difference model, HEC-6 model, and the followings are the results of estimating sediment transport rate, amount of scour or deposition, and accumulated amount of deposit according to before and after of the sediment protection weir removal with various flow rates in the channel. Ackers-White transport function produced the greatest sediment transport rate while Meyer-Peter showed the smallest sediment transport rate at the most down stream area of the watershed through the sediment transport rate analyses for various flow rates according to the existence or nonexistence of the sediment protection weir. Toffaleti's and Colby transport function were closest to the average value, and the difference among the results of the sediment transport functions showed up to 8~9 times. Duboy's transport function produced the greatest riverbed variation while Toffaleti's showed the smallest variation through the riverbed variation analyses according to the existence or nonexistence of the sediment protection weir. Yang's was closest to the average value, and the difference among the results of the riverbed variation analyses ranged from 1.4 times to 11 times. It is thought that a sediment transport function must be selected very carefully with respect to the criteria of sediment yield estimation because the analysis results of the sediment transport rate and riverbed variation according to flow rates showed significant differences among the sediment transport functions, and the differences of sediment transport rate and riverbed variation according to the various sediment transport functions decreased as the flow rate increased.

ALFD방법에 의한 연속합성판형교의 강도평가에 대한 연구 (A Study on the Strength Rating of Continuous Composite Plate Girder Bridges by ALFD)

  • 한상철;정경희
    • 한국강구조학회 논문집
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    • 제11권2호통권39호
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    • pp.213-222
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    • 1999
  • ALFD방법은 연속합성판형교의 과재하중과 최대하중에 대한 강도검토에 있어서 실제적인 거동을 나타낼 수 있는 탄소성해석법이다. 주어진 하중으로 인한 최대 정, 부모멘트단면에서의 항복은 활하중이 통과한 후에 잔류하는 소성회전을 일으킨다. 또한 제조시의 잔류응력으로 인하여 이론적인 항복모멘트 이하에서도 소성변형을 일으킨다. 이러한 국부항복은 다음에 작용되는 과재하중하에서 탄성화되어 정의 자생모멘트를 유발한다. 본 연구에서는 지점과 최대 정모멘트 단면에서의 단위소성회전각으로 인한 자생모멘트를 공액보법과 3연모멘트법에 의하여 구하였고, 9개의 설계경간을 지점단면을 감소시켜가면서 본 연구에서 개발한 전산프로그램에 의하여 연속관계와 모멘트-비탄성회전각 실험곡선과 일치하는 자생모멘트를 구하였다. 또한 한국도로교시방서에 준하여 비조밀단면을 갖는 3경간 연속합성판형교의 평가를 수행하였다.

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Vibration analysis and FE model updating of lightweight steel floors in full-scale prefabricated building

  • Petrovic-Kotur, Smiljana P.;Pavic, Aleksandar P.
    • Structural Engineering and Mechanics
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    • 제58권2호
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    • pp.277-300
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    • 2016
  • Cold-formed steel (CFS) sections are becoming an increasingly popular solution for constructing floors in residential, healthcare and education buildings. Their reduced weight, however, makes them prone to excessive vibrations, increasing the need for accurate prediction of CFS floor modal properties. By combining experimental modal analysis of a full-scale CFS framed building and its floors and their numerical finite element (FE) modelling this paper demonstrates that the existing methods (based on the best engineering judgement) for predicting CFS floor modal properties are unreliable. They can yield over 40% difference between the predicted and measured natural frequencies for important modes of vibration. This is because the methods were adopted from other floor types (e.g., timber or standard steel-concrete composite floors) and do not take into account specific features of CFS floors. Using the adjusted and then updated FE model, featuring semi-rigid connections led to markedly improved results. The first four measured and calculated CFS floor natural frequencies matched exactly and all relevant modal assurance criterion (MAC) values were above 90%. The introduction of flexible supports and more realistic modelling of the floor boundary conditions, as well as non-structural $fa{\c{c}}ade$ walls, proved to be crucial in the development of the new more successful modelling strategy. The process used to develop 10 identified and experimentally verified FE modelling parameters is based on published information and parameter adjustment resulting from FE model updating. This can be utilised for future design of similar lightweight steel floors in prefabricated buildings when checking their vibration serviceability, likely to be their governing design criterion.

Experiments on reinforced concrete beam-column joints under cyclic loads and evaluating their response by nonlinear static pushover analysis

  • Sharma, Akanshu;Reddy, G.R.;Eligehausen, Rolf;Vaze, K.K.;Ghosh, A.K.;Kushwaha, H.S.
    • Structural Engineering and Mechanics
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    • 제35권1호
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    • pp.99-117
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    • 2010
  • Beam-column joints are the key structural elements, which dictate the behavior of structures subjected to earthquake loading. Though large experimental work has been conducted in the past, still various issues regarding the post-yield behavior, ductility and failure modes of the joints make it a highly important research topic. This paper presents experimental results obtained for eight beam-column joints of different sizes and configuration under cyclic loads along with the analytical evaluation of their response using a simple and effective analytical procedure based on nonlinear static pushover analysis. It is shown that even the simplified analysis can predict, to a good extent, the behavior of the joints by giving the important information on both strength and ductility of the joints and can even be used for prediction of failure modes. The results for four interior and four exterior joints are presented. One confined and one unconfined joint for each configuration were tested and analyzed. The experimental and analytical results are presented in the form of load-deflection. Analytical plots are compared with envelope of experimentally obtained hysteretic loops for the joints. The behavior of various joints under cyclic loads is carefully examined and presented. It is also shown that the procedure described can be effectively utilized to analytically gather the information on behavior of joints.

Area-to-Area Poisson Kriging Analysis of Mapping of County-Level Esophageal Cancer Incidence Rates in Iran

  • Asmarian, Naeimeh Sadat;Ruzitalab, Ahmad;Amir, Kavousi;Masoud, Salehi;Mahaki, Behzad
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권1호
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    • pp.11-13
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    • 2013
  • Background: Esophagus cancer, the third most common gastrointestinal cancer overall, demonstrates high incidence in parts of Iran. The counties of Iran vary in size, shape and population size. The aim of this study was to account for spatial support with Area-to-Area (ATA) Poisson Kriging to increase precision of parameter estimates and yield correct variance and create maps of disease rates. Materials and Methods: This study involved application/ecology methodology, illustrated using esophagus cancer data recorded by the Ministry of Health and Medical Education (in the Non-infectious Diseases Management Center) of Iran. The analysis focused on the 336 counties over the years 2003-2007. ATA was used for estimating the parameters of the map with SpaceStat and ArcGIS9.3 software for analysing the data and drawing maps. Results: Northern counties of Iran have high risk estimation. The ATA Poisson Kriging approach yielded variance increase in large sparsely populated counties. So, central counties had the most prediction variance. Conclusions: The ATAPoisson kriging approach is recommended for estimating parameters of disease mapping since this method accounts for spatial support and patterns in irregular spatial areas. The results demonstrate that the counties in provinces Ardebil, Mazandaran and Kordestan have higher risk than other counties.

단면 연마된 실리콘 웨이퍼의 열에 의한 휨 거동 (Thermal Warpage Behavior of Single-Side Polished Silicon Wafers)

  • 김준모;구창연;김택수
    • 마이크로전자및패키징학회지
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    • 제27권3호
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    • pp.89-93
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    • 2020
  • 반도체 패키지의 경박단소화로 인해 발생하는 복잡한 휨 거동은 내부 응력을 발생시켜 박리나 균열과 같은 다양한 기계적인 결함을 야기한다. 이에 따른 수율 감소를 막기 위해 휨 거동을 정확하게 예측하려는 노력은 다양한 측면에서 그 접근이 이루어지고 있다. 이 중 패키지를 구성하는 주 재료인 실리콘 웨이퍼는 일반적으로 균질한 물질로 취급되어 열에 의한 휨 거동은 전혀 없는 것으로 묘사된다. 그러나 실리콘을 얇게 가공하기 위해서 진행되는 그라인딩과 폴리싱에 의해 상온에서 휨이 발생한다는 사실이 보고되어 있고, 이는 표면에 형성되는 damage layer가 두께 방향으로 불균질함을 발생시키는 것으로부터 기인한다. 이에 본 논문에서는 반도체 패키징 공정 중 최고온 공정 과정인 solder reflow 온도에서 단면 연마된 웨이퍼가 나타내는 휨 거동을 측정하고, 이러한 휨 량이 나타나는 원인을 연마된 면과 그렇지 않은 면의 열팽창계수를 측정함으로써 밝혀내었다. 측정에는 미세 변형률과 형상이 모두 측정 가능한 3차원 디지털 이미지 상관법(Digital Image Correlation; DIC)을 이용하였다.

압축응력장 이론을 적용한 콘크리트 유한요소법 개발 (Finite Element Method for Structural Concrete Based on the Compression Field Theory)

  • 조순호
    • 전산구조공학
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    • 제9권1호
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    • pp.151-159
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    • 1996
  • 구조용 콘크리트의 비선형 거동을 예측하기 위하여, 압축강도 연화현상, 거시적 및 회전균열모델등의 내용을 포함하고 있는 압축장 응력장 이론(CFT)에 근거한 유한요소법이 개발/제시되었다. 또한, 이와 관련하여 CFT가 암시하는 탄젠트 및 세칸트 재료강성이 반복계산해법의 관점에서 정의/논의되었다. 최종적으로 계산상의 효율성 증대 및 최대하중 이후의 거동 포착에 주안점을 두어 초기재료 강성을 채택한 변위증분법 논리 및 빠른 수렴을 위한 Over-Relaxtion방법이 Isoparametric계의 8-Node요소에 포함/유도되었다. 이와 같이하여 제시된 비선형 해석 프로그램 NASCOM은 응력 혼돈지역에 위치하는 콘크리트 평면요소의 하중 지지능력, 탄성범위 이후의 변형 특성, 균열양상 및 보강근의 항복범위등의 예측을 가능하게 하였다. NASCOM의 제한된 검증을 위하여, Cervenka의 판넬 시험결과에 대한 하중지지능력 및 변형이력등을 예측한 결과가 전체적인 의미에서 실험결과와 상응하는 일치를 나타내었다.

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데이터 마이닝과 지능 모델링에 기반한 에칭공정의 공정관리시스템 설계 (Design of Process Management System based on Data Mining and Artificial Modelling for the Etching Process)

  • Bae, Hyeon;Kim, Sung-shin;Woo, Kwang-Bang
    • 한국지능시스템학회논문지
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    • 제14권4호
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    • pp.390-395
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    • 2004
  • 반도체 공정은 많은 단위 공정으로 이루어진 복잡하고 동적인 공정이다. 그 중 에칭공정은 반도체 생산에서 중요한 공정중 하나이다. 본 논문에서는 데이터 마이닝과 지식 획득을 통한 의사지원시스템으로 생산성과 수율을 높일 수 있는 시스템을 구성하고자 하였다. 제안된 방법은 퍼지 논리와 신경망으로 구성되는데, 신경망으로 에칭공정의 품질을 나타내는 품질에 대한 결과를 예측하고, 예측된 결과를 퍼지 추론 시스템으로 분류하는 과정으로 수행된다. 퍼지 논리에 사용된 규칙은 전문가의 지식에 기반 하여 도출되거나 데이터로부터 도출된다. 본 시스템을 통해 공정의 최적 조건을 찾아 효율을 높이는 것이 본 연구의 주요 목표이다.

건물적용 태양광발전시스템의 국내 지역에 따른 설치각도별 연간 전력생산량 예측에 관한 연구 (Annual energy yield prediction of building added PV system depending on the installation angle and the location in Korea)

  • 김동수;신우철;윤종호
    • KIEAE Journal
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    • 제14권1호
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    • pp.67-74
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    • 2014
  • There have distinctly been no the installation criteria and maintenance management of BIPV systems, although the BIPV market is consistently going on increasing. In addition, consideration of the BIPV generation quantity which has been installed at several diverse places is currently almost behind within region in Korea. Therefore, the main aim of this study is to evaluate the BIPV generation and to be base data of reducing rate depending on regional installation angles using PVpro which was verified by measured data. Various conditions were an angle of inclination and azimuth under six major cities: Seoul, Daejeon, Daegu, Busan, Gwangju, Jeju-si for the BIPV system generation analysis. As the results, Seoul showed the lowest BIPV generation: 1,054kWh/kWp.year, and Jeju-si have 5percent more generation: 1,108.0kWh/kWp.year than Seoul on horizontal plane. Gwangju and Daejeon turned out to have similar generation of result, and Busan showed the highest generation: 1,193.5kWh/kWp.year, which was increased by over 13percent from Seoul on horizontal plane. Another result, decreasing rate of BIPV generation depending on regional included angle indicate that the best position was located on azimuth: $0^{\circ}$(The south side) following the horizontal position(an angle of inclination: $30^{\circ}$). And the direction on a south vertical position(azimuth: $0^{\circ}$, an angle of inclination: $90^{\circ}$) then turned out reducing rate about 40percent compared with the best one. Therefore, these results would be used to identify the installation angle of the BIPV module as an appropriate position.