• 제목/요약/키워드: Adjusted Means

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Optimal design of the floor panel for an automotive platform under uncertainty of the vehicle length

  • Lahijani, Abdolah Tavakoli;Shojaeefard, M.H.;Khalkhali, Abolfazl
    • Geomechanics and Engineering
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    • 제14권1호
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    • pp.91-98
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    • 2018
  • Length of a vehicle is an important variation to generate different variants of an automotive platform. This parameter is usually adjusted by embedding dimensional flexibility into different components of the Body in White (BIW) including the floor pan. Due to future uncertainties, it is not necessarily possible to define certain values of wheelbase for the future products of a platform. This work is performed to add flexibility into the design process of a length-variable floor pan. By means of this analysis, the cost and time consuming process of optimization is not necessary to be performed for designing the different variants of a product family. Stiffness and mass of the floor pan are two important functional requirements of this component which directly affect the occupant comfort, dynamic characteristics, fuel economy and environmental protection of the vehicle. A combination of Genetic algorithm, GMDH-type of artificial neural networks and TOPSIS methods is used to optimally design the floor pan associated with arbitrary length of the variant in the defined system range. The correlation between the optimal results shows that for a constant mass of the floor pan, the first natural frequency decreases by increasing the length of this component.

노동조합 임금효과의 변화 : 1988~2007 (The Changes Over Time in Union Wage Premium in Korea: 1998-2007)

  • 김장호
    • 노동경제논집
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    • 제31권3호
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    • pp.75-105
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    • 2008
  • 본고는 노조 유무별 부문 내부의 임금구조 차이를 고려하여 1988년 이후 20년간 노조의 임금프리미엄과 특징적 변화를 분석했다. 추정된 노조의 임금 프리미엄은 20년간 평균 3.4%이며, 남성의 노조프리미엄은 전체 근로자보다 낮았다. 1997년 이전에는 1.7%였으나 그 이후에는 5.1%로 급증했다. 20년간 노조 임금프리미엄의 추세는 경기역행적이며, 이는 향후 노조 임금프리미엄의 변화를 전망하는 주요한 틀이 될 것이다. 외환위기 이후 노조 유무별 임금격차의 급등은 근로자 및 기업 특성 등 구성적 요소의 변화가 핵심이라는 점도 중요한 의미를 갖는다.

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폐경 후 여성의 지방산 섭취실태와 혈청 지질농도와의 관련성 (Relationships between Fatty Acid Intake and Serum Lipids in Postmenopausal Women)

  • 이보경
    • Journal of Nutrition and Health
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    • 제32권4호
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    • pp.437-447
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    • 1999
  • The intake of fatty acids, and the effects of fatty acid intake patterns on serum lipid concentrations was investigated in 112 postmenopausal women. Dietary intakes of fatty acids were assessed by means of a semi-quantitative food questionnaire with food models and other measuring tools. The intakes of saturated fatty acid(SFA), monounsaturated fatty acid(MFA) and polyunsaturated fatty acid(PUFA) were 10.85g, 11.89g and 12.09g, respectively. The ratios of P/M/S and $\omega$6/$\omega$3 fatty acid were 1.19 : 1.10 : 1 and 6.65 ; 1, respectively. Serum lipid concentrations were adjusted for age, menopausal period, BMI, stress scores, exercise habit and energy intake and the relationship between fatty acid intake and serum lipids was measured using Pearson's correlation coefficient. Serum cholesterol concentration was positively correlated with dietary intake of SFA (p<0.10), MUFA(p<0.05), palmitic acid(p<0.10), stearic acid(p<0.05), oleic aicd(p<0.05), and arachidonic acid(p<0.10). Serumk LDL-cholesterol concentration was positively correlated with MUFA(p<0.10), oleic acid(p<0.10), oleic acid(p<0.10), and arachidonic acid (p<0.10). Serum triglyceride concentration was positively correlated with arachidonic acid(p<0.10). However, serum HDL-cholesterol concentration was not found to be significantly correlated with any fatty acids.

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Smart Thermostat based on Machine Learning and Rule Engine

  • Tran, Quoc Bao Huy;Chung, Sun-Tae
    • 한국멀티미디어학회논문지
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    • 제23권2호
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    • pp.155-165
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    • 2020
  • In this paper, we propose a smart thermostat temperature set-point control method based on machine learning and rule engine, which controls thermostat's temperature set-point so that it can achieve energy savings as much as possible without sacrifice of occupants' comfort while users' preference usage pattern is respected. First, the proposed method periodically mines data about how user likes for heating (winter)/cooling (summer) his or her home by learning his or her usage pattern of setting temperature set-point of the thermostat during the past several weeks. Then, from this learning, the proposed method establishes a weekly schedule about temperature setting. Next, by referring to thermal comfort chart by ASHRAE, it makes rules about how to adjust temperature set-points as much as low (winter) or high (summer) while the newly adjusted temperature set-point satisfies thermal comfort zone for predicted humidity. In order to make rules work on time or events, we adopt rule engine so that it can achieve energy savings properly without sacrifice of occupants' comfort. Through experiments, it is shown that the proposed smart thermostat temperature set-point control method can achieve better energy savings while keeping human comfort compared to other conventional thermostat.

개발 화약의 내폭풍압 측정 (Internal Blast Tests of Developed Explosives)

  • 김성호;김정국;이준웅
    • 한국군사과학기술학회지
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    • 제7권3호
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    • pp.122-128
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    • 2004
  • Internal blast performance test on developed explosives was carried out. Internal blast means a blast wave in closed chambers like tunnels, bunkers, operation center and chamber of ships. We used Anpa tunnel for our test facility. We performed two series of tests to measure internal blast of developed explosives. Three different kinds of cast PBXs, DXD-09, DXD-10, DXD-18, and conventional explosive, Tritonal, were used in our test. The explosives were cast as a charge of 108mm diameter in a plastic tube of a 3mm thickness. The length of charges 4ere adjusted as a weight 3kg. A melt-cast explosive, tritonal, was used as a reference. Pentolite booster was used. The cylindrical boosters have a 95mm diameter and 47.5mm height. The results showed that there may be some differences between the performances in the air blast tests and those in the internal blast tests. The results showed that DXD-10, the best performance in air blast tests, showed the poorest performance in internal blast among the explosives tested. On the other hand, DXD-18 showed exactly the opposite trend. This is probably due to the highest contents of aluminum and inert binder in DXD-18. DXD-18 has $38\;wt\;\%$ of aluminum and $17\;wt\;\%$ of inert binders.

Combining Distributed Word Representation and Document Distance for Short Text Document Clustering

  • Kongwudhikunakorn, Supavit;Waiyamai, Kitsana
    • Journal of Information Processing Systems
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    • 제16권2호
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    • pp.277-300
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    • 2020
  • This paper presents a method for clustering short text documents, such as news headlines, social media statuses, or instant messages. Due to the characteristics of these documents, which are usually short and sparse, an appropriate technique is required to discover hidden knowledge. The objective of this paper is to identify the combination of document representation, document distance, and document clustering that yields the best clustering quality. Document representations are expanded by external knowledge sources represented by a Distributed Representation. To cluster documents, a K-means partitioning-based clustering technique is applied, where the similarities of documents are measured by word mover's distance. To validate the effectiveness of the proposed method, experiments were conducted to compare the clustering quality against several leading methods. The proposed method produced clusters of documents that resulted in higher precision, recall, F1-score, and adjusted Rand index for both real-world and standard data sets. Furthermore, manual inspection of the clustering results was conducted to observe the efficacy of the proposed method. The topics of each document cluster are undoubtedly reflected by members in the cluster.

Morphological Studies on the Jack Mackerel Populations

  • Kim, Wan Soo
    • 한국해양학회지
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    • 제4권1호
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    • pp.17-35
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    • 1969
  • This work concerns morphological studies of the Japaness jack mackerel, Trachurus japonicus(Temminck & Schlegel). A total of 48 random samples consisting of 2669 fish is examined, representing three geographic regions, namely, Kamakura, Nagasaki, and Tottori. Preservation affects length and weight of fish considerably, but the variability after 10 days is shown to be negligible. The variability in measuring the morphometric characters due to different measures and orders is found to be significant. They are relatively small, however, compared to the variability in mean length to be expected in samples drawn from the population. Two meristic characters, namely, anal and second dorsal fin rays and three morphometric characters, namely, head length, first and second dorsal insertion distances are chosen for the study. Results of the statistical analysis reveal that differences in the selected meristic characters among samples within and between regions are found to be significant. In general, it is reasonable to state that the jack mackerel collected in Nagasaki region, on the average, have greatest number of anal fin ray and second dorsal fin ray followed by Kamakura, and Tottori regions in that order. It is found that although no significant differences in the slope of regression line are noticed, the mean differences of the selected morphometric measurements in relation to fish length are found to be significant among samples within each region. Differences in the regression coefficients as well as the adjusted sample means are found to be significant between regions. The analysis suggests that samples from Nagasaki region, on the average, have longest head length and greatest distances from snout to the insertion of first dorsal and second dorsal fins followed by Kamakura, and Tottori regions in that order.

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전산용접역학의 최근 동향 (Recent Development in Computational Welding Mechanics)

  • 임세영;한유성;이계형;한명수;최강혁
    • 대한용접접합학회:학술대회논문집
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    • 대한용접접합학회 2009년 추계학술발표대회
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    • pp.87-91
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    • 2009
  • Welding is one of the most important joining processes and the effect of welding residual stresses in the structure has a great deal of influence on its quality. In this paper, recent development in computational welding mechanics, particularly calculation of welding residual stresses, is introduced. The hypoelastic formulation of finite element analysis for thermoelastic-plastic deformation is applied to welding processes to find residual deformations and stresses. Leblond's phase evolution equation coupled with the energy equation is employed to calculate the phase volume fraction; this plays an important role as a kinetics parameter affecting phase fraction effects in the mechanical constitutive equation of welded materials. Furthermore, transformation plasticity is taken into account for an accurate evaluation of stress. The influence of the phase transformation and the transformation plasticity on residual stress is investigated by means of numerical analyses using metallurgical parameters in Leblond's phase evolution equation that are adjusted with respect to various cooling rates in a CCT-diagram. Coding implementation is conducted by way of the ABAQUS user subroutines, UMAT.

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중국(中國) 성인여성(成人女性)의 Bodice원형 연구(硏究) - 북경(北京).상해지역(上海地域) 거주자(居住者)를 중심(中心)으로 - (A Study on the Basic Bodice Block for Adult Women in China - Focusing on Resident in Beijing and Sanghai -)

  • 손희순;위혜정
    • 패션비즈니스
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    • 제7권4호
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    • pp.129-141
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    • 2003
  • The aim of this study was to improve the fitness of Korean made apparel products being exported to China by developed the standard bodice block for the standard body of chinese women. For study, 139 adult Chinese women(aged between 19 and 24) in Beijing and Shanghai were sampled to be measured for there body sizes. In order to develope the standard bodice block, 3 women was selected closely the standard body measurement and the fitting was tested. The results of this study were as follows. As compared with the means measurement of chinese women in Beijing and Shanghai, there were difference between the two. Especially, width, thickness, girth and hight items. The standard bodice block drafted and tested. It showed unfit problems. and were adjusted. The application measurements of standard body was selected. As based on item, it has finally developed the standard bodice block of tight-fitting shape.

농어촌보건기관 일차보건의료 서비스 전달체계 개편안 논의의 문제와 대안 (Reform of the Primary Health Care Delivery System in Rural Areas)

  • 나백주
    • 한국농촌간호학회지
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    • 제1권1호
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    • pp.5-10
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    • 2006
  • Purpose: This study was done to identify strategies for the reform of the primary health care delivery system in rural areas. Methods: Official documents on changes in the rural health care environment were reviewed along with previous articles on reform of the health care delivery system in rural areas. Results: The primary health care system in rural areas of South Korea has not been well developed by the government. The government has mainly invested in hardware like facilities and equipment but, not in software like the delivery system or personnel. Nowadays every country is confronted with an aging society, which means an increase in the prevalence of chronic disease. Thus they have again become interested in primary health care delivery system. Further, characteristics of the primary health care system have changed to be more comprehensive and to focus on chronic disease. The primary health care system in rural areas should have basic health care functions and a visiting medical officer(doctor) connected with basic health care. Conclusions: The primary health care delivery system is the best strategy when adjusted to the characteristic of the chronic diseases that are prevalent today. Cooperation of the central government and local government is important if these changes are to be realized.