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An apt material model for drying shrinkage and specific creep of HPC using artificial neural network

  • Gedam, Banti A.;Bhandari, N.M.;Upadhyay, Akhil
    • Structural Engineering and Mechanics
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    • v.52 no.1
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    • pp.97-113
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    • 2014
  • In the present work appropriate concrete material models have been proposed to predict drying shrinkage and specific creep of High-performance concrete (HPC) using Artificial Neural Network (ANN). The ANN models are trained, tested and validated using 106 different experimental measured set of data collected from different literatures. The developed models consist of 12 input parameters which include quantities of ingredients namely ordinary Portland cement, fly ash, silica fume, ground granulated blast-furnace slag, water, and other aggregate to cement ratio, volume to surface area ratio, compressive strength at age of loading, relative humidity, age of drying commencement and age of concrete. The Feed-forward backpropagation networks with Levenberg-Marquardt training function are chosen for proposed ANN models and same implemented on MATLAB platform. The results shows that the proposed ANN models are more rational as well as computationally more efficient to predict time-dependent properties of drying shrinkage and specific creep of HPC with high level accuracy.

Development of an Expert System for Fatigue Strength Assessment based on FEA (유한 요소 해석 기반 피로평가 전문가시스템 개발)

  • 최홍민;서정관;이제명;백점기;안규백
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 2004.10a
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    • pp.118-125
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    • 2004
  • The assessment of fatigue property is one of the most indispensable factors to design mechanical structures or parts. For accurately assessing fatigue property, it is necessary to precisely identify the loading condition and material property of the objective structure. However, there are many kind of problems in conducting predictive activity for a design concerned with variable factor such as fatigue phenomenons and environments. Therefore, most of the fatigue problems have been assessed from exiting experiment data and prediction method. In this study, expert system is developed for simply conducting performance assessment of weldments based on Finite element Analysis carrying out performance improvement and safety assessment of welded structures.

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Performance Analysis of Saturation Routing Algorithm in Non-Hierarchical Networks (비계층 통신망에서의 포화 경로 선정 알고리즘의 성능분석)

  • Park Young-Chul
    • Journal of Digital Contents Society
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    • v.3 no.1
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    • pp.89-99
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    • 2002
  • Saturation routing algorithm is known to be an effective routing mechanism for tactical application and packet radio networks, since it minimizes the call set-up time and does not have to maintain routing tables. But, it is known that it has significant drawbacks with respect to the network efficiency, the overhead on the control messages [1]. We consider a tactical circuit-switched grid network with a maximum of tour links and two priority classes of voice traffic. Using the minimum first-derivative length (MFDL) path, we improve the blocking probability performance of a circuit-switched network without increasing the call set-up time and processor loading of the algorithm.

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Effects of Matrix Ductility on the Shear Performance of Precast Reinforced HPFRCC Coupling Beams

  • Yun Hyun-Do;Kim Sun-Woo;Jeon Esther;Park Wan Shin
    • Proceedings of the Korea Concrete Institute Conference
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    • 2005.11a
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    • pp.53-56
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    • 2005
  • This paper investigates the effect of ductile deformation behavior of high performance hybrid fiber-reinforced cement composites (HPHFRCCs) on the shear behavior of coupling beams to lateral load reversals. The matrix ductility and the reinforcement layout were the main variables of the tests. Three short coupling beams with two different reinforcement arrangements and matrixes were tested. They were subjected to cyclic loading by a suitable experimental setup. All specimens were characterized by a shear span-depth ratio of 1.0. The reinforcement layouts consisted of a classical scheme and diagonal scheme without confining ties. The effects of matrix ductility on deflections, strains, crack widths, crack patterns, failure modes, and ultimate shear load of coupling beams have been examined. The combination of a ductile cementitious matrix and steel reinforcement is found to result in improved energy dissipation capacity, simplification of reinforcement details, and damage-tolerant inelastic deformation behavior. Test results showed that the HPFRCC coupling beams behaved better than normal reinforced concrete control beams. These results were produced by HPHFRCC's tensile deformation capacity, damage tolerance and tensile strength.

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Experimental Study on the Structural Performance of Hybrid Friction Damper (혼합형 마찰댐퍼 구조성능에 대한 실험적 연구)

  • Kim, Do-Hyun;Kim, Ji-Young
    • Journal of Korean Association for Spatial Structures
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    • v.15 no.3
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    • pp.103-110
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    • 2015
  • Various hybrid dampers have been developed as increasing tall buildings in Korea. To minimize the installment space and cost, the new hybrid friction damper was developed using friction components. It is composed of two one-nodal rotary frictional components and a slotted bolted frictional connection. Because of these components, hybrid friction damper can be activated by building movements due to lateral forces such as a wind and earthquake. In this paper, displacement amplitude dependency tests were carried out to evaluate on the structural performance and the multi-slip mechanism of the hybrid damper. Test results show that the multi-slip mechanism is verified and friction coefficients are increasing as displacement amplitudes are increasing.

Ductility Assesment of Damaged RC Bridge Piers w with Lap-Spliced Bars

  • Chung, Young-Soo;Park, Chang-Kyu;Lee, Eun-Hee
    • Proceedings of the Korea Concrete Institute Conference
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    • 2003.11a
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    • pp.453-456
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    • 2003
  • This research is to evaluate the seismic performance of reinforced concrete bridge piers with lap-spliced longitudinal reinforcement steels in the plastic hinge region, and to develop the enhancement scheme of their seismic capacity. Six circular columns of 0.6m diameter and 1.5m height were made with two confinement steel ratios. They were damaged under series of artificial earthquakes that could be compatible in Korean peninsula. Directly after the pseudo-dynamic test, damaged columns were retested under inelastic reversal cyclic loading simultaneously under an axial load, P=$0.1f_{ck}A_{g}$, and residual seismic performance of damaged columns was evaluated. Test results show that RC bridge piers with lap-spliced longitudinal steels behaved with minor damage even under artificial earthquakes with 0.22g PGA, but failed at low ductility subjected to the subsequent quasi-static load test. This failure was due to the debonding of the lap splice. The specimens externally wrapped with composite FRP straps in the potential plastic hinge region showed significant improvement both in flexural strength and displacement ductility.

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Design Program of Centrifugal Backward-Bladed and Forward-Bladed Fans (원심형 후향익 및 원심다익홴의 설계 프로그램)

  • Park, J.-C.;Son, J.-M;Lee, S.;Jo, S.-M.
    • 유체기계공업학회:학술대회논문집
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    • 2001.11a
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    • pp.48-53
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    • 2001
  • A centrifugal fan design code was developed and included in $DasignFan^{TM}$. This program generates forward -curved and backward-curved bladed centrifugal fan data. With the inverse design concept used in the code, the period of designing a fm, which has given aerodynamic performance with minimal acoustic noise, is significantly shortened.. A centrifugal fan design code, developed in this study and included in $DasignFan^{TM}$, predicts the aerodynamic performance by using mean-line analysis and various loss models. In the period of design a lift force distribution between pressure side and suction side of blade is calculated. And then it is used to calculate steady loading noise from the impeller.

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Impeller Redesign of Multi-stage Centrifugal Pumps (다단 원심펌프 임펠러의 개량 수력설계)

  • Oh, JongSik;Kim, DongSoo
    • 유체기계공업학회:학술대회논문집
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    • 2001.11a
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    • pp.177-184
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    • 2001
  • For two kinds of the multi-stage centrifugal pump with diffuser vanes and return channel vanes the meanline performance prediction is applied to get information of hydraulic performance at each internal flow station, because only flange-to-flange test curves are available. As a first step of redesign fur higher efficiency, the impeller geometry is numerically investigated in the present study. Quasi-3D inviscid loading distributions are obtained, for the two impellers, using the state-of-the-art method of impeller 3D design, which provides a guide to optimal redesign. Full 3D turbulent flow fields are thereafter analyzed, using the specialized CFD code, to confirm the redesign results. The inherent limitation of the traditional graphic method of impeller design, which most of domestic pump manufacturers are now employing, is found.

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Fire Resistance Evaluation of SLIM AU Composite Beam (슬림 AU 합성보 내화성능 평가)

  • Oh, Myoung-Ho;Kim, Myeong-Han
    • Journal of Korean Association for Spatial Structures
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    • v.16 no.4
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    • pp.53-58
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    • 2016
  • SLIM AU(A plus U-shaped) composite beam was developed for reducing the story height in the residential buildings, and saving the cosrtuction cost of floor structures. Structural performance and economic feasibility of the composite beam have been sufficiently approved through the structural experiments and the analytical studies. However, the verification for fire safety is necessary for the practical application of the composite beam. The fire resistance tests with and without loading were performed for the fire safety verification, and the test results were summarized in this paper.

A Performance Test Equipment for Rechargeable Electric Tools

  • Lee, Jong-Kwang;Lim, Hyo-Jae;Park, Min-Kyu;Koh, Jin-Ha;Lee, Kyu-Won;Kang, E-Sock
    • 제어로봇시스템학회:학술대회논문집
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    • 2002.10a
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    • pp.68.5-68
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    • 2002
  • For the performance test of rechargeable electric tools, it is necessary to test under the same condition as the actual operation condition. They are necessary to control the load torque and to acquire the test data with a computer, and it should be convenient to fix the tool on the test equipment for rechargeable electric tools. It consists of torque loading parts, sensing parts and control software. Two hysteresis brakes, connected serially with flexible coupling, were applied to control the load for the test. The sensing part consists of a torque sensor, a rpm detector and a power analyzer. The torque and the rpm were measured in order to calculate the output of the rechargeable electric...

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