• 제목/요약/키워드: multiple feed

검색결과 187건 처리시간 0.026초

시뮬레이션과 회귀분석을 연계한 적응형 공정의사결정방법 (Adaptive Process Decision-Making with Simulation and Regression Models)

  • 이병훈;윤성욱;정석재
    • 한국시뮬레이션학회논문지
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    • 제23권4호
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    • pp.203-210
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    • 2014
  • 본 연구는 생산공정운영시 발생하는 담당자의 의사결정 지원을 위한 학습형 공정 의사결정 시스템 구축방법에 대한 것이다. 먼저 추출 및 누적된 각 공정 별 이력 데이터에서, 주요한 주요자원(Critical Resource)을 단계적 회귀법에 따라 선정한다. 선정된 주요자원을 독립변수로 취급하여 담당자의 의사결정 대상이 되는 공정운영 성과를 종속변수로 하는 회귀모형을 산출하고, 해당 주요자원으로 구성된 시뮬레이션 모형을 설계한다. 메타휴리스틱 방법을 통하여 의사결정 시점의 생산계획 및 목적에 대한 시뮬레이션 분석을 실행하고, 복수 대안 및 가능해(기대성과)를 산출한다. 각각의 대안에서 주요자원 별 회귀모형을 구성하는 분석 값을 회귀식에 대입하고, 여기에서 얻어지는 값과 시뮬레이션 분석에 의해 산출된 가능해 간의 비교를 통하여 그 차이가 가장 작은 대안을 최적대안으로 선정하고 실제 공정운영 의사결정에 반영하여 생산을 실시한다. 이때 발생하는 공정 이력 데이터들은 이후 의사결정을 위한 회귀모형에 피드백 된다.

Design of Query Processing System to Retrieve Information from Social Network using NLP

  • Virmani, Charu;Juneja, Dimple;Pillai, Anuradha
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권3호
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    • pp.1168-1188
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    • 2018
  • Social Network Aggregators are used to maintain and manage manifold accounts over multiple online social networks. Displaying the Activity feed for each social network on a common dashboard has been the status quo of social aggregators for long, however retrieving the desired data from various social networks is a major concern. A user inputs the query desiring the specific outcome from the social networks. Since the intention of the query is solely known by user, therefore the output of the query may not be as per user's expectation unless the system considers 'user-centric' factors. Moreover, the quality of solution depends on these user-centric factors, the user inclination and the nature of the network as well. Thus, there is a need for a system that understands the user's intent serving structured objects. Further, choosing the best execution and optimal ranking functions is also a high priority concern. The current work finds motivation from the above requirements and thus proposes the design of a query processing system to retrieve information from social network that extracts user's intent from various social networks. For further improvements in the research the machine learning techniques are incorporated such as Latent Dirichlet Algorithm (LDA) and Ranking Algorithm to improve the query results and fetch the information using data mining techniques.The proposed framework uniquely contributes a user-centric query retrieval model based on natural language and it is worth mentioning that the proposed framework is efficient when compared on temporal metrics. The proposed Query Processing System to Retrieve Information from Social Network (QPSSN) will increase the discoverability of the user, helps the businesses to collaboratively execute promotions, determine new networks and people. It is an innovative approach to investigate the new aspects of social network. The proposed model offers a significant breakthrough scoring up to precision and recall respectively.

EFFECTS OF AMMONIATED RICE STRAW FEEDING ON MICROBES AND THEIR FERMENTATION END-PRODUCTS IN THE RUMEN AND CAECUM OF SHEEP

  • Cann, I.K.O.;Kobayashi, Y.;Wakita, M.;Hoshino, S.
    • Asian-Australasian Journal of Animal Sciences
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    • 제6권1호
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    • pp.67-72
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    • 1993
  • Three sheep fitted with cannulas in the rumen and the caecum were used in a $3{\times}3$ Latin square design to study the changes in ruminal and caecal microbial populations and their metabolite composition with ammoniated rice straw feeding. The 3 diets contained either 80% untreated rice straw (UTS) or ammoniated rice straw (ATS) and 20% formula feed. These were a control diet (C), a urea supplemented diet (U) containing urea at 1.1% and an ammoniated rice straw diet (AT). Data were analyzed by analysis of variance and means separated by the Student Neumann Kuel's multiple comparison. AT feeding increased ruminal bacterial counts, in particular cellulolytic bacterial counts (p < 0.05) which were 1.8, 2.4 and 7.0 (${\times}10^6/ml$ ruminal fluid) for C, U and AT, respectively. There was an increasing tendency (p < 0.10) in ruminal fungal population with U; values were 2.0, 5.2, 3.1 (${\times}10^3/ml$ ruminal fluid) for C, U and AT, respectively. Ruminal protozoa counts were not significantly (p > 0.05) altered with diets. Caecal total viable bacterial count with AT was about thrice the value with C. Total VFA concentration in the rumen was significantly increased (p < 0.025) (7.7 mmol/dl for C and 8.2 mmol/dl for AT) and correspondingly, pH lowered when AT was fed. Sheep on AT tended to produce less acetate and more butyrate in the rumen without significance (p > 0.05). Similar to the rumen, total VFA concentrations of 4.4, 3.8 and 5.2 mmol/dl were detected, respectively, for C, U and AT. Caecal ammonia-nitrogen concentrations were about six-fold of that in the rumen, though there were no differences (p > 0.05) among treatments.

Association of Backfat Thickness with Postheparin Lipoprotein Lipase Activity and Very Low Density Lipoprotein-Subfractions in Growing Pigs

  • Loh, T.C.;Lean, I.J.;Dodds, P.F.
    • Asian-Australasian Journal of Animal Sciences
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    • 제14권11호
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    • pp.1592-1597
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    • 2001
  • Sixteen pigs from 2 distinct genetic lines (LGAH and VFIL) obtained after eight generations of divergent selection for high (H) and low (L) lean tissue growth rate with ad-libitum feeding (LGA) and voluntary feed intake (VF1), respectively, were used in this study. The objectives of this investigation were to establish appropriate working conditions for the postheparin plasma lipoprotein lipase (LPL) assay and to study relationships between fat deposition and plasma lipids, very low density lipoprotein (VLDL) lipids, VLDL-subfractions and postheparin plasma LPL activity in growing pigs. Four preliminary experiments were performed to determine the appropriate working conditions for the postheparin plasma LPL assays. Postheparin plasma preincubated with SDS (20-50 mM) at $26^{\circ}C$ for 45 minutes inhibited hepatic lipase activity. A total of $2{\mu}l$ VLDL/assay produced maximum stimulation of LPL activity. Postheparin plasma protein and increasing incubation time contributed an optimum response. LGAH pigs had a significantly higher proportion subtraction 2 than VFIL pigs. No differences were observed in postheparin plasma LPL activity and backfat thickness for two lines of pigs. There were positive correlations between backfat thickness and proportion of subtractions 2 and postheparin plasma LPL activity but the results were not statistically significant. Backfat thickness was not statistically correlated with proportion of subtraction 2 and postheparin plasma LPL activity in a multiple regression analysis. It is believed that the apolipoprotein E, which is present in higher quantities in VLDL-subfraction 2 plays an important role for clearing VLDL triacylglycerol into adipose tissue. LPL activity of pigs can be measured by using postheparin plasma technique. If the relationships of backfat thickness and VLDL-subfraction 2 and postheparin plasma LPL activity can be established, it suggests that these parameters could be used as indicators in selection programmes. Further experiments need to be conducted by using larger sample size and different breed of pigs with greater differences in backfat thicknesses to confirm these trends.

유우 사육환경 및 원유의 미생물 및 항생제 내성 분석 (Analysis of Microorganisms and Antibiotic Resistance in Dairy Farms and Raw Milk)

  • 설국환;이승규;김현욱;함준상;장애라;한기성;김동훈;오미화
    • Journal of Dairy Science and Biotechnology
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    • 제28권2호
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    • pp.7-11
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    • 2010
  • In recent times, antimicrobial resistance has been a concern because of its relation to national health and food safety. In this study, we reviewed the management of antibiotics and antimicrobial-resistant microorganisms in domestic and foreign countries and analyzed microorganisms and antimicrobial resistance in dairy farms and raw milk. The isolates from dairy farms were Micrococcus spp., Staphylococcus chromogens, Escherichia coli, Bacillus licheniformis, Escherichia coli O157:H7, Pseudomonas plecoglossicida, Enterobacter spp., and Kluyvera intermedia. Rummeliibacillus stabekisii, Paenibacillus badius, Pantoea agglomerans, B. oleronius, B. fusiformis, and B. badius were isolated from feed E. coli and Kurthia gibsonii, from feces and S. pasteuri, S. aureus, S. chromogenes, and Salmonella spp., from raw milk. Pathogens isolated from dairy farms and raw milk were tested for susceptibility to 20 types of antibiotics. E. coli (EAEC) and E. coli O157:H7 (EHEC) isolated from dairy farms, E. coli (EAEC) isolated from feces, and Salmonella spp. isolated from raw milk showed resistance to multiple antibiotics. These results show that antimicrobial-resistant microorganisms should be more effectively managed to improve the safety of dairy farms.

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타원.인벌루트 조합 형상을 갖는 지로터 펌프의 통합적 설계 자동화 시스템 개발 (Development of an Automated Integrated Design System for Gerotor Pumps with Multiple Profiles(Ellipse and Involute))

  • 문현기;정성윤;배준호;장영준;김철
    • 한국정밀공학회지
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    • 제27권9호
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    • pp.67-77
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    • 2010
  • An internal lobe pump is suitable for oil hydraulics of machine tools, automotive engines, compressors, constructions and other various applications. In particular, the pump is an essential machine element of an automotive engine to feed lubricant oil. The subject of this paper is the theoretical analysis of internal lobe pump whose the main components are the rotors: usually the outer one is characterized by lobe with elliptical and involute shapes, while the inner rotor profile is determined as conjugate to the other. And the integrated design system which is composed of three main modules has been developed through AutoLISP under AutoCAD circumstance plus CFD-ACE+. It generates new lobe profile and calculates automatically the flow rate and flow rate irregularity according to the lobe profile generated. CFD simulation results show trends similar to those carried out in experiments, and a quantitative comparison is presented. Results obtained from the automotive integrated design system enable the designer and manufacturer of oil pump to be more efficient in this field.

Development of a model for animal health monitoring system in Gyeongnam I. Design, data and frequencies of selected dairy cattle diseases

  • Kim, Jong-shu;Kim, Yong-hwan;Choi, Min-cheol;Kim, Gon-sup;Kim, Chung-hui;Park, Jeong-hee;Hah, Dae-sik;Heo, Jung-ho;Jeong, Myeong-ho;An, Dong-won
    • 대한수의학회지
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    • 제39권4호
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    • pp.730-737
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    • 1999
  • A national animal health monitoring system(NAHMS) in Gyeongnam area was started from 1997 to develop statistically valid data for use in estimating disease frequencies in dairy cattle, and the associated costs. The objectives of this study were to : (1) discribe what was done to implement and maintain the system in Gyeongnam ; (2) present selected disease frequencies ; (3) discuss the epidemiological consideration of what was done and implications for the results obtained. Veterinary Medical Officers(VMOs-professors and graduate students from Gyeongsang National University, Faculty of Gyeongnam Livestock Promotion Institute, and Clinic veterinarians) served as data collectors. After training on current disease and management problems of dairy cattle, interview techniques, sampling methods, and data collection instruments, the VMOs participated in selection of the sample herds and data gathering. Forty of 167 dairy herds were selected randomly and the VMOs visited farms once a month for 12 months to collect data about management, disease, inventory, production, preventive treatment, financial and any other relevant data. Strict data quality control devices were used. Specific feed-back was developed for the producers and data collectors. Of the three age groups studied, cows had the greatest number of disease problems. The six disorders found most frequently were (from the highest to the lowest) breeding problems, clinical mastitis, birth problems, gastrointestinal problems. metabolic problems, and lameness. In young stock, respiratory, multiple system, breeding problems, and gastrointestinal problems were pre dominant, whereas in calves, gastrointestinal, respiratory, and integumental problems were major.

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농촌지역 성인들의 혈청 총콜레스테롤치 및 관련요인 (Serum total Cholesterol Levels and Related Factors in a Rural Adult Population)

  • 안순기;감신;진대구;김종연;천병렬
    • Journal of Preventive Medicine and Public Health
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    • 제35권3호
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    • pp.255-262
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    • 2002
  • Objectives : To investigate the fetal cholesterol levels and related factors in a rural adult population. Methods : 3,207 adults(1,272 men and 1,935 women) were examined in 1997 Their heights, weights, and fasting serum total cholesterol levels were measured, and their body mass indices were calculated. A questionnaire interviewing method was used to collect risk factor data. Results : The mean value of total cholesterol were 190.5 mg/dl, and 198.8 mg/dl, and the age-adjusted prevalence rates for hypercholesterolemia (above 240 mg/dl) were 13.7% and 10.2%, in men and women, respectively. From simple analyses, age, educational level, coffee intake, amount of meat and food intake, waist circumference, waist-hip circumference ratio(WHR), and body mass index(BMI) were significant risk factors in men (p<0.05) relating to serum total cholesterol levels. In women, age, educational level, hypertension history, diabetes history, herbal drug history, amount of feed intake, alcohol consumption, waist circumference, WHR, BMI, and menopausal status were significant risk factors (p<0.05). In multiple linear regression analyses, waist circumference (p<0.01), BMI (p<0.01), and coffee intake (p<0.05) proved to be significant risk factors in men. Whereas, menopausal status (p<0.01), BMI (p<0.01), herbal drug history (p<0.01), amount of food intake (p<0.05), waist circumference (p<0.05), and alcohol consumption (p<0.05) were significant risk factors in women. Conclusions : The significant risk factors, for both men and women, relating to the serum total cholesterol were waist circumference and BMI. Thus, for the reduction of serum total cholesterol level, it is recommended that health education for the control of obesity should be implemented.

OpenCV를 활용한 이미지 유사성 비교 시스템 (The Similarity of the Image Comparison System utilizing OpenCV)

  • 반태학;방진숙;육정수
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2016년도 춘계학술대회
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    • pp.834-835
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    • 2016
  • 최근 들어 IT기술의 발전은 급속도로 성장하고 있다. 이에 따라 실시간 이미지 프로세싱 및 여러 플랫폼의 호환성을 제공하는 OpenCV를 활용한 이미지 처리 기술들에 대한 연구도 활발히 진행 중에 있다. 현재, 서로 다른 이미지를 비교, 유사성을 판별하는 시스템은 일치율이 낮거나, 사람이 아날로그적인 수치를 이용하여 판별하는 시스템이 대부분이다. 본 논문에서는 OpenCV의 Template Matching과 Feature Matching을 활용하여 서로 다른 이미지 간 유사성을 디지털 값으로 판별하는 시스템에 대해 연구한다. 이미지 스크린 중 비교점을 특정하여 피처를 추출, 서로 상이한 크기에서도 동일한 피처로 인식하여 비교대상 이미지의 피처셋과 비교하여 유서성을 비교, 검증하게 된다. 이는 음성 및 영상 인식 및 분석, 처리기술에서 보다 정확인 일치율 판독이 가능하다. 향후 법의학 및 OpenCV외의 이미지 처리기술에 대한 연구가 필요할 것으로 사료된다.

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특허지표를 통한 오미자 기술 동향 연구 (Investigation on the Technology Trend in Omija by the Patent Index)

  • 최지원;김정은;김수연;배영석;김창국
    • 한국자원식물학회지
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    • 제30권4호
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    • pp.466-474
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    • 2017
  • 오미자(Schizandra chinensis Baillon)는 국내 최대 생산량을 갖는 약용작물로서 음료, 기능성 식품 등에서 다양한 방법으로 사용되어왔다. 우리는 오미자와 관련된 한국의 객관적인 기술수준과 경쟁력을 파악하기 위하여 6개국(그룹)의 1,938건 유효특허를 수집하고 10분야의 핵심기술로 분류하였다. 오미자 관련기술은 한국이 1,182건으로 가장 많은 출원을 하였으며, 전체적으로 출원건수와 출원인수가 함께 증가하는 성장기 단계에 해당하였다. 특허 포트폴리오 모델, 지식재산권 부상도 분석 및 특허지표에 의하여 평가된 국내 기술수준과 경쟁력은 개별적인 질적 기술수준은 낮지만 특허출원건수가 많아 전체적인 기술경쟁력은 높다고 분석되었다. 우리는 본 연구를 통하여 오미자의 산업화 및 관련 연구개발 방향을 제시하고자 하였으며, 향후 한국에서 미래 선점 가능성이 가장 높은 기술 분야는 공백기술이 많고, 발전성은 높으며, 장벽성은 보통인 화장품과 재배 기술이 될 것으로 전망하였다.