• Title/Summary/Keyword: Network reduction

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A Study on the Corner Filling in the Drawing of Quadrangle Rod from Round Bar (원형봉에서 사각재 인발 공정의 코너 채움에 관한 연구)

  • 김용철;김동진;김병민
    • Journal of the Korean Society for Precision Engineering
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    • v.17 no.6
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    • pp.143-152
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    • 2000
  • The comer filling in shaped drawing process is an important characteristic, unlike the round drawing. It has also influence on the dimensional accuracy of the product. In this study, therefore, the shaped drawing process has been simulated by the three dimensional rigid-plastic finite element method in order to investigate the effect of process variables such as reduction in area and semi-die angle to the corner filling. The artificial neural network has also been introduced to reduce the number of simulations. To verify the results of simulations, experiments have been performed on the real industrial products. According to the results, the main process variable on the corner filling is the combination of semi-die angle in the irregular shaped drawing processes, but in the case of regular shaped drawing processes, reduction in area has great influence on the corner filling.

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The Effects of Middle School Students' Belongingness Orientation on their Psychological Adaptation and Friend Networks: A Short-term Longitudinal Social Network Analysis (중학생의 소속감 지향성이 심리적 적응 및 친구 네트워크에 미치는 영향력 비교: 소셜 네트워크 분석을 활용한 단기-종단적 분석)

  • Lee, Seungjin;Ko, Young-gun
    • Korean Journal of School Psychology
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    • v.18 no.2
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    • pp.175-195
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    • 2021
  • Intimate friendships and a sense of belonging have positive effects on adolescent's psychological adaptation. Belongingness orientation is the motivation to belong. It is divided into growth orientation and deficit-reduction orientation, both of which have different effects on psychological adaptation and interpersonal characteristics. This study was conducted to determine how adolescents' belongingness orientation affected their psychological adaptation and friend networks. Students in their second year of middle school were surveyed both at the beginning and end of the spring semester. Friend networks were measured through network centrality analysis. Multilevel regression analysis produced three major results. The first major result was that the correlations between growth orientation and loneliness and between growth orientation and stress at the beginning of the spring semester was statistically significant even when friend network centrality was included in the analysis model, but the correlation between deficit-reduction orientation and loneliness and between deficit-reduction orientation and stress were not statistically significant. The second major result was that growth orientation significantly predicted friend network centrality at the end of the spring semester. This effect was significant even when friend network centrality at the beginning of the semester and psychological adaptation level at the end of the spring semester were added to the analysis model. The third major result was that the correlation between friend network centrality at the end of the semester and psychological adaptation level was statistically significant even when psychological adaptation levels at the beginning and the end of the semester were included in the analysis model. This study is meaningful in that it had a short-term longitudinal design and empirically demonstrated the relationship between belongingness orientation and psychological adaptation level of adolescents and between belongingness orientation and the development of friend networks. Lastly, we discussed limitations of this study and provided suggestions for future research.

A Studyon the Drawing of Rectangular Rod from Round Bar by using Rigid Plastic FEM and Neural Network (강소성 유한요소법과 신경망을 이용한 직사각재 인발공정에 관한 연구)

  • Kim, Y.C.;Choi, Y.;Kim, B.M.;Choi, J.C.
    • Transactions of Materials Processing
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    • v.8 no.4
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    • pp.331-339
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    • 1999
  • In this study, to analyze the shaped drawing process from round bar, the practical conical die with considering die radius and bearing was defined by a mathematical expression, and also a simple technique for initial mesh generation to the shaped drawing process was proposed. The drawing of rectangular section from round bar, one of the shaped drawing process, has been simulated by using non-steady state 3D rigid plastic finite element method in order to evaluate the influence of semi-die angle and reduction in area to corner filling. Other process variables such as friction constant, rectangular ratio, die radius and bearing length were fixed during the simulation. An artificial neural network has been introduced to obtain the optimal process conditions which gave rise to a fast simulation.

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Loss Minimization for Distribution Network using Partial Tree Search (부분 tree 탐색을 이용한 배전계통의 손실 최소화)

  • Choi, S.Y.;Shin, M.C.;Nam, G.Y.;Cho, P.H.;Park, J.S.
    • Proceedings of the KIEE Conference
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    • 2000.07a
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    • pp.519-521
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    • 2000
  • Network reconfiguration is an operation task, and consists in the determination of the switching operations such to reach the minimum loss conditions of the distribution network. In this paper, an effective heuristic based switch scheme for loss minimization is given for the optimization of distribution loss reduction and a solution approach is presented. The solution algorithm for loss minimization has been developed based on the two stage solution methodology. The first stage of this solution algorithm sets up a decision tree which represent the various switching operations available, the second stage applies a proposed technique called cyclic best first search. Therefore, the solution algorithm of proposed method can determine on-off switch statuses for loss reduction, with a minimum computational effort.

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Optimal Heat Exchanger Network Synthesis for Minimum Equipment Cost (최소 유틸리티 및 장치비를 위한 최적 열 교환망 합성)

  • 김경숙;조영상;김호기
    • Journal of Energy Engineering
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    • v.1 no.1
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    • pp.87-96
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    • 1992
  • Two major difficulties with finding an optimal solution to the heat exchanger network synthesis problems are the large solutionspace and the uncertainty in the formulation of the annual cost function. In this work, to overcome the first difficulty a problem reduction technique was developed. The second difficulty was also removed by dividing the annual cost function into four cost items. The optimal network structure for minimum equipment cost is then obtained by repeatedly applying the problem reduction technique and the heuristics in turn. The efficiency and the superiority of the method is demonstrated by examining two selected example problems.

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Integrating Operation of Dispersed Generation to Automation Distribution Center for Distribution Network Reconfiguration

  • Park, Joon-Ho;Kim, Jae-Chul;Moon, Seung-Il
    • KIEE International Transactions on Power Engineering
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    • v.2A no.3
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    • pp.102-108
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    • 2002
  • Due to the many attractive aspects of DG in the future power distribution system, distribution automation will be a center hub of integration of the distribution system and resources to satisfy the various needs of customers in a competitive and deregulated environment. In this paper, operation strategies are presented which use network reconfiguration of the automated distribution systems with DG as a real-time operation tool for loss reduction and service restoration from the view of distribution operation. The algorithms and operation strategies of an automated distribution system with DG are introduced to achieve the positive effects of DG in distribution systems. A simple case study shows the effectiveness of the proposed operation strategies.

A Burst Error Reduction Algorithm for VoIP Service in Wireless LAN Network

  • Kim Hwa-Jong;Kim Suk-Hui;Choi Jun-Kyun;Son Kyoung-Duk
    • Journal of The Institute of Information and Telecommunication Facilities Engineering
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    • v.2 no.3
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    • pp.9-16
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    • 2003
  • In this paper, we propose the burst error reduction (BER) algorithm for VoIP service in the wireless LAN network. In end point device, this BER algorithm can be achieved packet loss bounded QoS provisioning using interleaving in buffering and FEC (Forward Error Correction) through transmitting voice packet. BER algorithm can reduced the voice packet loss rate 5.5%-60% in VoIP network using wireless LAN.

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A Study on Service Restoration Guide by Network Reduction in Distribution Systems (배전계통에서의 계통 축약에 의한 정전 복구방안 수립에 관한 연구)

  • Kim, S.H.;Choi, B.Y.;Lee, S.M.;Cho, S.H.;Lee, J.K.;Moon, Y.H.
    • Proceedings of the KIEE Conference
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    • 1995.07b
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    • pp.500-502
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    • 1995
  • Whenever faults(a fault) occur(s) in a particular section of a distribution system, some of loads get disconnected and are left unsupplied. Service should be restored to these affected load points as quickly as possible through network reconfiguration. An efficient technique is presented in this paper for this purpose. Network reduction and strategy testing the voltage and current constraints are the main contributions of this paper.

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Energy optimization of a Sulfur-Iodine thermochemical nuclear hydrogen production cycle

  • Juarez-Martinez, L.C.;Espinosa-Paredes, G.;Vazquez-Rodriguez, A.;Romero-Paredes, H.
    • Nuclear Engineering and Technology
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    • v.53 no.6
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    • pp.2066-2073
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    • 2021
  • The use of nuclear reactors is a large studied possible solution for thermochemical water splitting cycles. Nevertheless, there are several problems that have to be solved. One of them is to increase the efficiency of the cycles. Hence, in this paper, a thermal energy optimization of a Sulfur-Iodine nuclear hydrogen production cycle was performed by means a heuristic method with the aim of minimizing the energy targets of the heat exchanger network at different minimum temperature differences. With this method, four different heat exchanger networks are proposed. A reduction of the energy requirements for cooling ranges between 58.9-59.8% and 52.6-53.3% heating, compared to the reference design with no heat exchanger network. With this reduction, the thermal efficiency of the cycle increased in about 10% in average compared to the reference efficiency. This improves the use of thermal energy of the cycle.

CNN based Image Restoration Method for the Reduction of Compression Artifacts (압축 왜곡 감소를 위한 CNN 기반 이미지 화질개선 알고리즘)

  • Lee, Yooho;Jun, Dongsan
    • Journal of Korea Multimedia Society
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    • v.25 no.5
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    • pp.676-684
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    • 2022
  • As realistic media are widespread in various image processing areas, image or video compression is one of the key technologies to enable real-time applications with limited network bandwidth. Generally, image or video compression cause the unnecessary compression artifacts, such as blocking artifacts and ringing effects. In this study, we propose a Deep Residual Channel-attention Network, so called DRCAN, which consists of an input layer, a feature extractor and an output layer. Experimental results showed that the proposed DRCAN can reduced the total memory size and the inference time by as low as 47% and 59%, respectively. In addition, DRCAN can achieve a better peak signal-to-noise ratio and structural similarity index measure for compressed images compared to the previous methods.