• Title/Summary/Keyword: Scaling up

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Scale- Up of Water-Oil Hydrolysis System

  • Hur, Byung-Ki;Kim, Eun-Ki
    • Journal of Microbiology and Biotechnology
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    • v.9 no.6
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    • pp.773-777
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    • 1999
  • Scale-up experiments for hydrolysis of beef tallow, fat, and palm kernel with lipase derived from Candida cylindracea were carried out in 1-1, 100-1, and 10,000-1 reactors. The optimum agitation speed for the hydrolysis of the 1-1 reactor was investigated and found to be 350rpm, and this was a basis for the scale-up of agitation speed. The hydrolysis system in this work was the oil-water system in which the hydrolysis seems to process a heterogeneous reaction. An emulsion condition was the most important factor for determining the reaction rate of hydrolysis. Therefore, the scale-up of agitation speed was performed by using the power n = 1/3 in an equation of the rules of thumb method. The geometrical similarity for scaling-up turned out to be unsatisfactory in this study. Thus, the working volume per one agitator was used for the scale-up. In the case of scale-up from a 1-1 reactor to a 100-1 reactor, the hydrolysis of palm kernel was very much scaled-up by initiating the rules of thumb method. However, the hydrolysis of fat and beef tallow in a 100-1 reactor was a little higher than that of the 1-1 reactor because of the difference of geometrical similarity. The scale-up of hydrolysis from the 100-1 reactor to the 10,000-1 reactor was improved compared to that of the 1-1 to 100-1 reactor. The present results indicated that the scale-up of hydrolysis in the oil-water system by the rules of thumb method was more satisfactory under the condition of geometrical similarity. Even in the case where geometrical similarity was not satisfactory, the working volume per one agitator could be used for the scale-up of a heterogeneous enzyme reaction.

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A Study on the Image Perception according to the Advertisement Expression forms of Imported Make-up Cosmetics (외국산 색조화장품의 광고표현형식에 따른 이미지 지각)

  • Lee Ji-Young;Kim Yong-Sook
    • Journal of the Korean Society of Costume
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    • v.55 no.7 s.98
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    • pp.101-113
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    • 2005
  • The purpose of this research was to identify the perception maps of Imported make-up brands and advertising images by analyzing their ads in periodicals from 2004 S/S. A self-administered questionnaire included seven adjectives to describe the brand and advertising images of the imported make-up products. Data was analyzed by using the KYST, CORAN, and SPSS programs, the positioning through Multi-Dimensional Scaling. The results of the research were as follows: 1. The perception of the brand images of Chanel, Chiristian Dior, and Lancome was the highest. The advertising images of Clinique and Bourjois were the highest and that of Shiseido was the lowest. 2. The respondents perceived Christian Dior and Chanel to be similar in the brand image factors of good quality, sophistication and uniqueness. Christian Dior, Chanel, and Lancome were all perceived similarly in their degree of familiarity and level of stimulation.

Experimental and Numerical Studies on Composite Tubes for the Energy Absorber of High-speed Train (복합재 튜브를 이용한 고속 열차의 에너지 흡수장치에 대한 실험 및 수치해석 연구)

  • Nguyen, Cao-Son;Jang, Hong-Kyu;Shin, Jae-Hwan;Son, Yu-Na;Kim, Chun-Gon
    • Composites Research
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    • v.24 no.1
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    • pp.1-9
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    • 2011
  • This paper presents an experimental and numerical study on composite tubes for the energy absorber of the high-speed train. The purpose of the experimental study is to find out which lay-up is the best lay-up for the energy absorber. Four lay-ups were tested using quasi static method: $[0/45/90/-45]_4$, $[0]_{16}$, $[0/90]_8$, $[0/30/-30]_5$. Two triggering methods were used to create initial damage and guarantee the progressive collapse mode: bevel edge and notch edge. As a result, $[0/45/90/-45]_4$ lay-up was find out the best lay-up among the laminates being tested. In the numerical study, a parametric analysis was done to find out the most proper way to simulate the quasi static test of a composite tube using LS-DYNA program. A single composite tube was modeled to be crashed by a moving wall. Comparison between simulation and experiment was done. Reasonable agreement between experiment and analysis was obtained. Dealing with parameter TFAIL and the mass scaling factor, this parametric study shows the ability and the limitation of LS-DYNA in modeling the quasi static test for the composite tube.

Design and Implementation of Lok-up Table for Pre-scaling in Very-High Radix Divider (높은 자릿수 나눗셈 연산기에서의 영역변환상수를 위한 검색테이블 설계 및 구현)

  • 이병석;송문식;이정아
    • Proceedings of the Korean Information Science Society Conference
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    • 1999.10c
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    • pp.3-5
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    • 1999
  • 나눗셈 알고리즘은 다른 덧셈이나 곱셈 알고리즘에 비해 복잡하고, 수행 빈도수가 적다는 이유로 그동안 고속 나눗셈의 하드웨어 연구는 활발하지 않았다. 그러나 멀티미디어의 발전 및 고성능의 그래픽 랜더링을 위한 보다 빠른 부동소수점연산기(FPU)가 필요하게 되었으며, 이에 따라서 고속의 나눗셈 연산기의 필요성이 증가하게 되었다. 특히, 전체의 수행 시간 향상을 위해서라도 고속 나눗셈 연산기의 중용성은 더욱 부각되고 있다. 그러나 고속 나눗셈 연산기는 연산 속도와 크기라는 서로 상반되는 요소를 가지고 있다. 즉, 연산 속도가 빠르면 크기는 늘어나고, 크기를 줄이면 연산 속도는 늦어지게 된다. 본 논문은 높은 자릿수(Very-High Radix) 나눗셈 알고리즘에서 영역변환상수를 구하는 방법으로 연산이 아닌 검색테이블(Look-up Table)을 이용한다. 그리고 검색테이블의 크기를 줄이는 방법으로 영역변환상수의 범위 분석 및 캐리 저장형을 이용한 검색테이블 분할 방법을 이용하였다. 전체적으로는 영역변환상수를 구하는 연산주기가 필요없게 되므로 나눗셈 연산기의 영역 크기의 변화가 적으면서 연산 속도는 빨라졌음을 알 수 있다.

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Scaling Up Face Masks Classification Using a Deep Neural Network and Classical Method Inspired Hybrid Technique

  • Kumar, Akhil;Kalia, Arvind;Verma, Kinshuk;Sharma, Akashdeep;Kaushal, Manisha;Kalia, Aayushi
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.16 no.11
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    • pp.3658-3679
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    • 2022
  • Classification of persons wearing and not wearing face masks in images has emerged as a new computer vision problem during the COVID-19 pandemic. In order to address this problem and scale up the research in this domain, in this paper a hybrid technique by employing ResNet-101 and multi-layer perceptron (MLP) classifier has been proposed. The proposed technique is tested and validated on a self-created face masks classification dataset and a standard dataset. On self-created dataset, the proposed technique achieved a classification accuracy of 97.3%. To embrace the proposed technique, six other state-of-the-art CNN feature extractors with six other classical machine learning classifiers have been tested and compared with the proposed technique. The proposed technique achieved better classification accuracy and 1-6% higher precision, recall, and F1 score as compared to other tested deep feature extractors and machine learning classifiers.

A Study on Scale-Up Success Factors for ICT Startups: A Case Analysis Using ERIS Model (ICT 스타트업 스케일업 성공요인 연구: ERIS 모델 적용 사례연구)

  • Hwang, Jeong-Seop;Sim, Da-Hyun;Lee, Jungwoo
    • Journal of Digital Convergence
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    • v.19 no.4
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    • pp.89-101
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    • 2021
  • Scale-up of ICT startups is not easy because of limited capabilities, lack of resources, and immature networks for the business. Therefore, this research selected a representative startup succeeded in scale-up and applied the ERIS model in analyzing their scale-up process in the initial stages of scale-up. Analysis of qualitative data collected revealed that the entrepreneurs' experience, convergence of knowledge between diverse industries, participation in public-sector-led R&D, management of communication channels between customers and businesses, and utilization of project-oriented campaigns are found to be critical success factors in scaling up ICT startups. Academically, this study validates the utility of ERIS model in analyzing the scale-up process. For practitioners, this study will be used as a reference for strategic development in seucring the competitiveness of the initial market of ICT startups and scale-up.

Contrast Enhancement for X-ray Images Based on Combined Enhancement of Scaling and Wavelet Coefficients (웨이브렛과 기저 계수를 이용한 X-ray 영상의 대조도 향상기법)

  • Park, Chun-Joo;Kim, Do-Il;Jang, Do-Yoon;Yoon, Han-Been;Choe, Bo-Young;Kim, Ho-Kyung;Lee, Hyoung-Koo
    • Progress in Medical Physics
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    • v.19 no.3
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    • pp.150-156
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    • 2008
  • An applied technique of contrast enhancement for X-ray image is proposed which is based on combined enhancement of scaling and wavelet coefficients in discrete wavelet transform space. Conventional contrast enhancement methods such as contrast limited adaptive histogram equalization (CLAHE), multi-scale image contrast amplification (MUSICA) and gamma correction were applied on scaling coefficients to enhance the contrast of an original. In order to enhance the detail as well as reduce the blurring caused by up scaling of contrast modified scale coefficients from lower resolution, the sigmoid manipulation function was used to manipulate wavelet coefficients. The contrast detail mammography (CDMAM) phantom was imaged and processed to measure the image line profile of results and contrast to noise ratio (CNR) comparatively. The proposed technique produced better results than direct application of various contrast enhancement methods on image itself. The proposed method can enhance contrast, and also suppress the amplification of noise components in a single process. It could be useful for various applications in medical, industrial and graphical images where contrast and detail are of importance.

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Comparison analysis of before and after use of periodontal instruments on strength and agility of hands (치주기구사용 전·후의 손의 근력 및 민첩성 비교분석)

  • Yoo, DooHan;Kyung, So-jin;Back, Eun-jeong;Oh, Hyeon-hoei;Won, Sol-hee;Jang, Sol;Chae, Na-ri;Kang, Kyung-hee
    • Journal of the Korea Convergence Society
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    • v.10 no.12
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    • pp.117-122
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    • 2019
  • This study aimed to provide the basic data for the prevention of carpal tunnel syndrome by measuring and comparatively analyzing the changes in muscular strength, grasping force, and agility of hands before/after practice, targeting the dental hygiene students taking the scaling practice course. Targeting total 15 students(4th-year) of Dental Hygienics who had no problems with anatomical structure, muscular strength, grasping force, and senses of hands, the muscular strength, grasping force, and agility of hands were measured before/after the scaling practice. The collected data was processed by using the PASW Statistics 18.0(SPSS) Program. In the results of this study, the muscular strength and grasping force of hands were decreased after the practice compared to the ones before the practice. The agility of hands was increased after the practice compared to the one before the practice. Based on such results of this study, it would be necessary to avoid such exhausting hand gestures for scaling, and also to develop the preventive exercise to build up the strength of hands like stretching before/after scaling.

Effects of locally-delivered minocycline hcl on controlled periodontal disease (Minocycline 국소 약물 방출 제제의 치주질환 치료 효과)

  • Chung, Mi-Hyun;Kwon, Young-Hyuk;Herr, Yeek;Lee, Man-Sup;Park, Joon-Bong
    • Journal of Periodontal and Implant Science
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    • v.28 no.1
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    • pp.37-56
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    • 1998
  • The purpose of this study was to evaluate the clinical and microbiological outcomes following the use of 30% minocycline-loaded polycaprolacton film and 2% minocycline-loaded gel that was applied locally into pockets combined with scaling and root planing. 25 human subjects who were non-pregnant, non-lactating, aged 20-50 and diagnosed as moderate to advanced adult periodontitis were enrolled. Subjects were excluded if they had a history of severe acute or chronic systemic disease, if they required antibiotic prophylaxis for dental treatment for any reason, or if they reported a history suggestive of hypersensitivity reactions to minocycline or tetracycline. 4quadrants that had several teeth with a 5-8mm probing pocket depth and radiographic evidence of alveolar bone loss for each patient were selected and divided into test sites and control sites according to the split-mouth design. Scaling and root planing was done for each site at baseline(0week). Test sites received the minocycline gel and strip and control sites had saline irrigation. The patients received both treatments simyltaneously. Subgingival irrigation of sterile saline was applied to the control sites for approximately 30 seconds. Minocycline strip and gel was applied into the periodontal pocket at 1, 2, 3, 4 weeks each after scaling and root planing in the test sites. The clinical and microbiological measurements were made at baseline and at the follow-up visits 6, 10, 14, 20 weeks. The results of this study were as follows; 1. The sulcular bleeding index, probing pocket depth and Periocheck test was significantly reduced and the relative proportions of spirochetes and motile rods were significantly reduced and the proportion of cocci was correspondingly increased, in locally delivered minocycline strip group compared to saline irrigation group. 2. In locally delivered minocycline gel group, The effect was the same with minocycline strip group as compared with saline irrigation therapy. 3. There was no significant differences between minocycline strip group and minocycline gelgroup. In conclusion, minocycline HCl local drug delivery combined with scaling and root planing may provide added improvement of clinical and microbiological responses by inhibiting bacterial recolonization of treated sites. It is suggested that the local administration of minocycline-HCl in the periodontal pocket is effective when combined with subgingival mechanical debridement.

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Assessing Water Quality of Siheung Stream in Shihwa Industrial Complex Using Both Principal Component Analysis and Multi-Dimensional Scaling Analysis of Korean Water Quality Index and Microbial Community Data (Principal Component Analysis와 Multi-Dimensional Scaling 분석을 이용한 시화공단 시흥천의 수질지표 및 미생물 군집 분포 연구)

  • Seo, Kyeong-Jin;Kim, Ju-Mi;Kim, Min-Jung;Kim, Seong-Keun;Lee, Ji-Eun;Kim, In-Young;Zoh, Kyung-Duk;Ko, Gwang-Pyo
    • Journal of Environmental Health Sciences
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    • v.35 no.6
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    • pp.517-525
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    • 2009
  • The water quality of Lake Shihwa had been rapidly deteriorating since 1994 due to wastewater input from the watersheds, limited water circulation and the lack of a wastewater treatment policy. In 2000, the government decided to open the tidal embankment and make a comprehensive management plan to improve the water quality, especially inflowing stream water around Shihwa and Banwol industrial complex. However, the water quality and microbial community have not as yet been fully evaluated. The purpose of this study is to investigate the influent water quality around the industrial area based on chemical and biological analysis, and collected surface water sample from the Siheung Stream, up-stream to down-stream through the industrial complex, Samples were collected in July 2009. The results show that the downstream site near the industrial complex had higher concentrations of heavy metals (Cu, Mn, Fe, Mg, and Zn) and organic matter than upstream sites. A combination of DGGE (Denaturing Gradient Gel Electrophoresis) gels, lists of K-WQI (Korean Water Quality Index), cluster analysis, MDS (Multi-Dimensional Scaling) and PCA (Principal Component Analysis) has demonstrated clear clustering between Siheung stream 3 and 4 and with a high similarity and detected metal reducing bacteria (Shewanella spp.) and biodegrading bacteria (Acinetobacter spp.). These results suggest that use of both chemical and microbiological marker would be useful to fully evaluate the water quality.