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Optimization of Design Variables of a Train Suspension Using Neural Network Model (신경회로망 모델을 이용한 철도 현가장치 설계변수 최적화)

  • 김영국;박찬경;황희수;박태원
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.12 no.7
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    • pp.542-549
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    • 2002
  • Computer simulation is essential to design the suspension elements of railway vehicle. By computer simulation, engineers can assess the feasibility of given design variables and chance them to get a bettor design. Even though commercial simulation codes are used, the computational time and cost remains non-trivial. Therefore, malty researchers have used a mesa model made by sampling data through simulation. In this paper, four mesa-models for each index group such as ride comfort, derailment Quotient, unloading radio and stability index, are constructed by use of neural network. After these meta models are constructed, multi-objective optimization are achieved by using the differential evolution. This paper shows that the optimization of design variables using the neural network model is very efficient to solve the complex optimization Problem.

Extended JPEG Progressive Coding for Medical Image Archiving and Communication (확장 JPEG 표준을 이용한 점진식 의료 영상 압축)

  • Ahn, Chang-Beom;Han, Sang-Woo;Kim, Il-Yeon
    • Journal of Biomedical Engineering Research
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    • v.15 no.2
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    • pp.175-182
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    • 1994
  • The international standard for digital compression and coding of continuous-tone still image known as JPEG (Joint Photographic Experts Group) standard is investigated for medical image archiving and communication. The JPEG standard has widely been accepted in the areas of electronic image communication, computer graphics, and multimedia applications, however, due to the lossy character of the JPEG compression its application to the field of medical imaging has been limited. In this paper, the JPEG standard is investigated for medical image compression with a series of head sections of magnetic resonance (MR) images (256 and 4096 graylevels, $256 {\times}256$size). Two types of Huffman codes are employed, i. e., one is optimized to the image statistics to be encoded and the other is a predetermined code, and their coding efficiencies are examined. From experiments, compression ratios of higher than 15 were obtained for the MR images without noticeable distortion. Error signal in the reconstructed images by the JPEG standard appears close to random noise. Compared to existing full-frame bit-allocation technique used for radiological image compression, the JPEG standard achieves higher compression with less Gibb's artifact. Feature of the progressive image build-up of the JPEG progressive coding may be useful in remote diognosis when data is transmitted through slow public communication channel.

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Experiences of Perception of Nursing Students' Rights in Clinical Practice (간호대학생의 임상실습생 권리 인식 경험)

  • Park, Sunghee;Cho, Hyeyoung
    • The Journal of Korean Academic Society of Nursing Education
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    • v.25 no.4
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    • pp.471-483
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    • 2019
  • Purpose: The purpose of this study was to explore the experiences of perception of nursing students' rights participating in clinical practice. Methods: This descriptive study carried out purposeful sampling. The participants were 17 nursing students, who had experience of participating in clinical practice for more than 12 weeks. Data were collected through focus group interviews. Twelve subjects were in their third year and five in their fourth year. All were practicing in secondary general and tertiary university hospitals. The data were analyzed using classical content analysis method. Results: The researchers extracted 23 codes representing the nursing students' rights of clinical practice, which were grouped into 4 categories and 11 subcategories. The 4 categories were 'deep disappointment as an alienated person in a clinical field', 'clinical practice experience that cannot be given up despite difficulties', 'need for a practice environment that takes care of nursing students', and 'hope for support, advocacy and respect'. Conclusion: Nursing students cannot claim rights at this time, but expressed the desire to build a support system so that these parts can be improved in the future. Therefore, nursing education institutions and clinical fields should maintain diverse efforts through reciprocal relationships.

Reinforcement design for the anchorage of externally prestressed bridges with "tensile stress region"

  • Liu, C.;Xu, D.;Jung, B.;Morgenthal, G.
    • Computers and Concrete
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    • v.11 no.5
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    • pp.383-397
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    • 2013
  • Two-dimensional tensile stresses are occurring at the back of the anchorage of the tendons of prestressed concrete bridges. A new method named "tensile stress region" for the design of the reinforcement is presented in this paper. The basic idea of this approach is the division of an anchor block into several slices, which are described by the tensile stress region. The orthogonal reinforcing wire mesh can be designed in each slice to resist the tensile stresses. Additionally the sum of the depth of every slice defined by the tensile stress region is used to control the required length of the longitudinal reinforcement bars. An example for the reinforcement design of an anchorage block of an external prestressed concrete bridge is analyzed by means of the new presented method and a finite element model is established to compare the results. Furthermore the influence of the transverse and vertical prestressing on the ordinary reinforcement design is taken into account. The results show that the amount of reinforcement bars at the anchorage block is influenced by the layout of the transverse and the vertical prestressing tendons. Using the "tensile stress region" method, the ordinary reinforcement bars can be designed more precisely compared to the design codes, and arranged according to the stress state in every slice.

A study on the experiences of insulin medication support for the type 1 diabetes mellitus AI-generation students (인공지능 세대 제 1형 당뇨 학생 인슐린 투약 지원 경험)

  • Kang, Hee-Kyung
    • Journal of Convergence for Information Technology
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    • v.8 no.4
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    • pp.37-43
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    • 2018
  • To explore the lived experiences of nurses on the insulin medication support activity for the type 1 diabetes mellitus. 2 clinical nurse and 3 school health nurse volunteered to complete qualitative analysis by Colaizzi method as phenomenological approach using group activity reports from June 17, to June 24, 2018. 3 codes and 7 themes were deduced and explained 'cheer first step', 'therapeutic relationship maintenance', 'prepare scaffolding'. Findings recommended to provide insulin medication manual focused AI-generation students-their parents have various perceptual expectations.

Development and validation of reactor nuclear design code CORCA-3D

  • An, Ping;Ma, Yongqiang;Xiao, Peng;Guo, Fengchen;Lu, Wei;Chai, Xiaoming
    • Nuclear Engineering and Technology
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    • v.51 no.7
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    • pp.1721-1728
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    • 2019
  • The advanced node core code CORCA-3D is one of the independent developed codes of NPIC for the nuclear reactor core design. CORCA-3D code can calculate the few-group cross section, solve the 3D diffusion equations, consider the thermal-hydraulic feedback, reconstruct the pin-by-pin power. It has lots of functions such as changing core status calculation, critical searching, control rod value calculation, coefficient calculation and so on. The main theory and functions of CORCA-3D code are introduced and validated with a lot of reactor measured data and the SCIENCE system. Now, CORCA-3D code has been applied in ACP type reactor nuclear cores design.

Seismic Performance of High-rise Moment-resisting RC Frame Structures with Vertical Setback

  • Jiang, Huanjun;Huang, Youlu;Li, Wannian
    • International Journal of High-Rise Buildings
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    • v.9 no.4
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    • pp.307-314
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    • 2020
  • High-rise buildings with vertical setback are widely used in practice. From the field investigation of the past earthquakes, it was found that such kind of vertically irregular high-rise building structures easily suffer severe damage during strong earthquakes. This paper presents an extensive study on the earthquake responses of moment-resisting frame structures (MFS) popularly applied in high-rise buildings with vertical setback. Four groups of MFS are designed, including three groups of structures with vertical setback and one group of structures with the lateral stiffness varying along the building height but without vertical setback. The numerical models of the structures are established, and the time history analysis of the structures under different levels of earthquakes is conducted. The earthquake responses of the structures are compared. The influence of the ratio between the horizontal setback dimension and the previous plan dimension, the eccentricity of setback, and the position where the setback occurs on the seismic performance of structures is studied. The rationality of the provisions for the structures with vertical setback specified in the current design codes is checked by the findings from this study.

Association of body weight and urinary tract infections during infancy: a nationwide comparative matched cohort study

  • Peong Gang Park;Ji Hyun Kim;Yo Han Ahn;Hee Gyung Kang
    • Childhood Kidney Diseases
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    • v.27 no.2
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    • pp.111-116
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    • 2023
  • Purpose: This article was to investigate the association between urinary tract infections (UTIs) and high weight status in infancy. Methods: We conducted a nationwide matched cohort study from January 2018 to December 2020 using data from the Korean National Health Insurance System and the Korean National Health Screening Program for Infants and Children. We analyzed the association between UTI diagnosis codes and high weight status (which was defined as being in the 90th percentile or higher of weight-for-age). Results: We found that 22.8% of infants with UTIs exhibited high weight status, compared to 20.0% of non-UTI infants (P<0.001). Per our multivariable analyses, the adjusted odds ratio for high weight status was 1.09 (95% confidence interval, 1.06-1.13). Conclusions: UTI in the first 12 months of life was associated with a weight-for-age percentile of ≥90. Our findings corroborate those of previous single-center studies and emphasize the importance of careful monitoring for this at-risk group.

Thermal study of the emergency draining tank of molten salt reactor

  • C. Peniguel
    • Nuclear Engineering and Technology
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    • v.56 no.3
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    • pp.793-802
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    • 2024
  • In the framework of the European project SAMOSAFER, this numerical study focuses on some thermal aspects of the Emergency Draining Tank (EDT) located underneath the core of a Molten Salt Reactor. In case of an emergency, this tank passively receives the liquid fuel salt and is designed to ensure a subcritical state. An important requirement is that the fuel does not overheat to maintain the EDT Hastelloy container integrity. The present EDT is based upon a group of hexagonal cooling assemblies arranged in a hexagonal grid and cooled down thanks to conduction through the inert salt layer up to an air flow in charge of removing the heat. This numerical thermal study relies on a conjugated heat transfer analysis coupling a Finite Element solid thermal code (SYRTHES) and two instances of a Finite Volume CFD codes (Code_Saturne). Calculations on an initial design suggest that a simple center airpipe flow is likely to not sufficiently cool the device. Alternative solutions have been evaluated. Introduction of fins to enhance the heat transfer do not bring a noticeable improvement regarding maximum temperature reached. However, a solution in which the central pipe air flow is replaced by several cooling channels located closer to the fuel is investigated and suggests a better cooling.

Evaluation of Static Strength of Group Stud Shear Connection in Precast Concrete Deck Bridges (프리캐스트 콘크리트 바닥판 교량의 그룹 스터드 전단연결부 강도평가)

  • Shim, Chang Su;Jeon, Seung Min;Kim, Dong Wook
    • Journal of Korean Society of Steel Construction
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    • v.20 no.2
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    • pp.333-345
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    • 2008
  • concrete deck bridges are increasingly aplied to twin- girder bridges and open-stel box girder bridges.One of the most dificult isues in the design of shear conect ors is the mater of achieving ful composite action. Many connectors in smal area require a significant section los of precast decks resulting in difficult reinforcement details. In this closer spacing than the required minimum spacing in the design codes was evaluated through static tests. Test results s howed that the ultimate strength decreased as the conector spacing was reduced. The strength enhancement was observed due to aditional reinforcement for precast slabs or for shear pockets. Thus, the design of group stud shear connection needs to anticipate failure modes and the conector failure should be induced. Based on the test results, an empirical equation consi dering stud spacing was proposed to evaluate the ultimate strength of group stud shear conection. Fatigue tests showed n o reduction in fatigue life of the group stud shear conection in the range of this research. Details of the precast decks wer e enhanced using the findings of the study.