• 제목/요약/키워드: Series expansion

검색결과 682건 처리시간 0.025초

Effect of Market-Wholesaler System on Market Expansion, Re-transaction Intention, and Recommendation Intention

  • ROH, Gye-Ho;YI, Jong-Hyun;CHO, Young-Sam
    • 유통과학연구
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    • 제18권5호
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    • pp.99-109
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    • 2020
  • Purpose: This study aims to develop and empirically analyze a research model in order to comprehend the relationship among the service quality of market-wholesaler system, re-transaction intention, and recommendation intention of forwarder. Further, we suggest new six factors reflecting the service quality of market-wholesaler system and highlight market expansion of forwarder as a mechanism in the relationship. Research design, data and methodology: The authors developed the new scales measuring the service quality of market-wholesaler system (i.e. trade price, price fluctuation, payment receipt, settlement period, trade information, and customer service) and conducted a cross-sectional survey for 439 forwarders in a wholesale market. And then we performed a series of path analyses to test hypotheses. The hypotheses are as follows. [H1] The service quality of market-wholesaler system will positively affect forwarders' market expansion, [H2] Forwarders' market expansion will positively affect their re-transaction intention, [H3] Forwarders' market expansion will positively affect their recommendation intention, [H4] Forwarders' re-transaction intention will positively affect their recommendation intention. Results: The results showed that all the six factors for the service quality of market-wholesaler system were positively related to market expansion of forwarders. There was a differential effectiveness in the six factors of the service quality. More specifically, the positive effect of customer service factor was the strongest on market expansion of forwarders. And the respective effects of trade price, price fluctuation, settlement period, trade information factors were followed in order. The positive effect of payment receipt factor was the weakest on market expansion of forwarders. Also, market expansion of forwarders was positively related to their re-transaction intention and recommendation intention. Furthermore, market expansion of forwarders was indirectly related to recommendation intention through re-transaction intention as well. Conclusions: The research findings provide important theoretical and practical implications. This study is the first to attempt to test the perception of forwarders for the service quality of market-wholesaler system by developing and using the new scales. Also, there has been a sharp controversy about the effectiveness of market-wholesaler system. The findings support that market-wholesaler system would be activated by empirically verifying the effectiveness of the service quality on the various outcomes.

적대적 생성망을 이용한 부동산 시계열 데이터 생성 방안 (A Methodology for Realty Time-series Generation Using Generative Adversarial Network)

  • 유재필;한창훈;신현준
    • 한국융합학회논문지
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    • 제12권10호
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    • pp.9-17
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    • 2021
  • 최근 빅데이터 분석, 인공지능, 기계학습 등의 발전으로 인해서 데이터를 과학적으로 분석하는 기술이 발전하고 있으며 이는 의사결정 문제를 최적으로 해결해주고 있다. 그러나 특정 분야의 경우에는 데이터의 양이 부족해서 과학적 방식에 적용하는 것이 어렵다. 예컨대 부동산과 같은 데이터는 데이터 발표 시점이 최근이거나 비 유동성 자산이다 보니 발표 주기가 긴 경우가 많다. 따라서 본 연구에서는 이런 문제점을 극복하기 위해서 TimeGAN 모형을 통해 기존의 시계열의 확장 가능성에 대해서 연구하고자 한다. 이를 위해 부동산과 관련된 총 45개의 시계열을 데이터 셋에 맞게 2012년부터 2021년까지 주 단위로 데이터를 수집하고 시계열 간의 상관관계를 고려해서 총 15개의 최종 시계열을 선정한다. 15개의 시계열에 대해서 TimeGAN 모형을 통해 데이터 확장을한 결과, PCA 및 T-SNE 시각화 알고리즘을 통해 실제 데이터와 확장 데이터 간의 통계적 분포가 유사하다는 것을 확인할 수 있었다. 따라서 본 논문을 통해서 데이터의 과적합 또는 과소적합이라는 한계점을 극복할 수 있는 다양한 실험이 연구되기를 기대한다.

확장형 강관말뚝의 성능에 대한 실험적 연구 (An Experimental Study on the Performance of Expandable Steel Pipe Pile)

  • 김정훈;김의석;김지윤;강민규;최항석
    • 한국지반환경공학회 논문집
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    • 제23권1호
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    • pp.39-49
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    • 2022
  • 확장형 강관말뚝은 강관말뚝 내부에 확관장비를 삽입하여 강관을 확관하여 강관의 단면적을 증가시키는 공법으로 기존에 사용되는 마이크로파일과 비교하여 말뚝의 성능을 향상시킬 수 있는 공법이다. 본 연구에서는 실제 현장에서 강관의 확관이 가능한 확관장비를 개발하였다. 일련의 실내시험 및 현장시험을 통해 개발된 확관 장비의 강관 확장 성능을 확인하였다. 확관장치의 강관확관능력과 확관이 가능한 범위를 평가하기 위해 강관 확관장치의 최대압력에 대한 변형량과 확관시간을 측정한 결과, 강관두께가 얇을수록 변형량이 크게 발생하였으며 확관시간은 증가하였다. 두께 4.0mm 강관의 경우 두께 2.9mm 강관과 비교하여 변형량은 약 30% 적게 발생하였으나, 확관시간이 줄어드는 효과(약 40% 감소)를 얻을 수 있었다. 그리고 실제 지중에서 강관의 확관이 가능한지 확인하기 위해 현장 확관시험을 수행하였으며 지중에서 확관 후 확관 상태를 확인한 결과, 본 연구에서 개발한 강관 확관장치는 지중응력 조건에서도 강관 확관 성능을 발휘할 수 있음을 확인하였다. 마지막으로 확관하기 전 원상태의 강관과 확관 후 강관의 재료성능을 비교하여 확관형 강관말뚝의 역학적 안정성을 검증하였다.

원심모형실험을 활용한 선단확장형 마이크로파일의 설치 메커니즘 평가 (Evaluation of the Installation Mechanism of the Micropile with the Base Expansion Structure Using a Centrifuge Model Test)

  • 김재현;김석중;한진태;이석형
    • 한국지반공학회논문집
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    • 제37권11호
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    • pp.37-49
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    • 2021
  • 마이크로파일은 기초의 지지력 증대와 침하량 저감을 위해 건설분야에서 널리 활용되는 기초이다. 본 기초는 낮은 건설비용, 단순한 시공 프로세스와 비교적 작은 장비로 시공이 가능하다는 장점이 있다. 최근 지지력을 효과적으로 증대시킬 수 있는 선단확장형 마이크로파일이 개발되었다. 본 기초는 수직하중이 재하될 때 마이크로파일 선단부에 설치된 지압구가 팽창하여 주변지반에 작용하는 수평토압을 증가시키며, 이로 인해 기초의 지지력이 향상된다. 하지만, 현재까지 지압구 확장 메커니즘과 지지력 증대효과가 실험적으로 명확히 검증되지 않았다. 따라서, 본 연구에서는 지압구의 설치효과를 검증하기 위해 원심모형실험이 수행되었다. 이를 위해, 모래지반과 풍화암으로 구성된 지반을 각각 조성하고, 실제 선단확장형 마이크로파일에 대한 하중재하실험을 수행하였으며, 기초에 수직하중이 작용할 때 지압구 주변에 설치된 토압계를 통해 지압구의 팽창거동을 관찰하였다. 실험 결과, 30kN의 하중이 기초에 작용할 때 모래지반에서는 수직토압대비 수평토압의 증가량(∆σh/∆σ𝜈)이 0.4 - 0.58의 범위를 보였으며, 풍화암지반에서는 ∆σh/∆σ𝜈 = 0.19로 확인되었다. 본 결과를 통해 지압구 확장에 따른 수평토압 증가가 실험적으로 확인되었으며, 이로 인해 마이크로파일의 지지력이 증가될 것으로 판단된다.

온도, 변형 및 응력 계측을 통한 초기재령 콘크리트의 임계수화도 및 열팽창계수 추정 (Estimation of Critical Degree of Hydration and Thermal Expansion Coefficient of Early-Age Concrete from Measured Temperature, Strain and Stress)

  • 오병환;최성철;신준호
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 2002년도 가을 학술발표회 논문집
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    • pp.809-814
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    • 2002
  • Recently, the properties of early-age concrete are increasingly important because these properties directly influence the behavior of early-age concrete structures including stress and cracking behavior. Nevertheless, the studies on early-age concrete are limited to strength and temperature development. The purpose of present study is to propose a simple and rational method which can predict the stress and strain behavior of young age concrete. A series of test have been done to measure the temperature development, strains and stresses in concrete members. The concept of equivalent age was used to define the degree of hydration and this degree of hydration was used to calculate the strength and elastic modulus. The critical degree of hydration and thermal expansion coefficient were calculated using experimental data. It is seen that the critical degree of hydration range from 0.05 to 0.11 based on the measuring method. The thermal expansion coefficient was calculated based on the measured non-mechanical strain and it is found that the coefficient decreases slightly with the increase of age. The consideration of critical degree of hydration in calculating stresses gives more accurate results. The present study provides useful method and data in evaluating early-age behavior of concrete structure.

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Fe-Ni-Co 합금의 고온 변형 공정 변수와 미세조직 및 열물리적 특성의 상관 관계 (Influence of High Temperature Deformation Process Variables on the Microstructure and Thermo-physical Properties of a Ni-Fe-Co Alloy)

  • 윤동현;정중은;장영원;이정환;이광석
    • 소성∙가공
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    • 제21권3호
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    • pp.207-214
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    • 2012
  • High temperature deformation behavior of a $Ni_{30}Fe_{53}Co_{17}$ alloy, with its extraordinary low coefficient of thermal expansion less than $10{\times}10^{-6}K^{-1}$ at temperatures ranging from room temperature to 673K, was investigated by conducting a series of compression tests. From an empirical processing map, the appropriate working temperature-strain rate combination for optimum forming was deduced to be in the ~1373K, $10^{-2}s^{-1}$ region. This region has a relatively high power dissipation efficiency, greater than 0.36. Furthermore, open die forging of a 100mm diameter billets was performed to confirm the variation of thermo-physical properties in relation to microstructure. The coefficient of thermal expansion was found to increase considerably with increasing the open die forging temperature and decreasing the cooling rate, which in turn provides a drastic increase in the average grain size.

방전드릴의 방전갭과 표면특성에 관한 연구 (A Study on the Relation Between Expansion and the Characteristics of Surface in the ED-Drilling)

  • 최종연;김경환
    • 한국기계가공학회지
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    • 제11권3호
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    • pp.73-79
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    • 2012
  • This paper describes the machining characteristics of the sintered carbide and die steel(STD-11) by electric discharge drilling with various tubular electrodes. Electrical discharge machining(EDM) removes material from the workpiece by a series of electrical sparks that cause localized temperatures high enough to melt or vapourize the vicinity of the charge. In the experiment. four types of electrode which have different diameter are used with the application of continuous direct current and axial electrode feed. The controlled factors include the dimension of the electrode. In drilling by EDM, the dielectric flushed down the interior of the rotating tube electrode, in order to order to facilitate the removal of machining debris the hole. The expansion increase with increasing the thickness of material and the diameter of electrode and the expansion of sintered carbide is 1.75 times large then that of die steel. The taper of machined hole decrease with increasing the thickness of material. The crater sixe of die steel is larger then thet of sintered carbide and the surface roughness of sintered carbide is 1.58 tims larger then that of die steel.

A column study of effect of filter media on the performance of sand filter

  • Kim, Tae-hoon;Oh, Heekyong;Eom, Jungyeol;Park, ChulHwi
    • Membrane and Water Treatment
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    • 제11권4호
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    • pp.247-255
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    • 2020
  • Sand filter is a key unit process for particle removal in water purification treatments. Its long-standing use is due to on-site customized retrofit. Proper selection of filter media is one of the retrofit approaches to improve filter performance. This study described a series of controlled laboratory column tests and examined the effects of media property on filtration and backwash. When sand media of 0.51 mm in effective size was replaced by sand of 0.60 mm, the filter run increased up to 5 times in the given bed depth. The change of media property required an increase of backwash rate by 0.05 m/min to satisfy the requirement of bed expansion, more than 20%. When the anthracite was changed with lower effective size and uniformity coefficient, correlation with sand in the filter bed could be satisfied within the permissible error between media and bulk characteristics. Besides, this selection resulted in a well-stratified configuration of media layers after bed expansion. The column study showed that the correlation of property between the dual media had a significant effect on the filter productivity and backwash interval.

고상공정에 의해 제조된 AIN-Cu 나노복합재료의 조직 특성과 열팽창계수 측정에 관한 연구 (Microstructural Characteristics and Thermal Expansion Coefficient of AlN-Cu Nanocomposite Materials Prepared by Solid State Processing)

  • 이광민;이지성;이승익;김지순
    • 한국재료학회지
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    • 제11권10호
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    • pp.863-868
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    • 2001
  • The present study was carried out to investigate the effect of MA processing variables on the microstructural properties of composite powders and the coefficient of thermal expansion of pulse electric current sintered AlN-Cu powder compacts. The AlN-Cu powders had a size of less than 15 $\mu\textrm{m}$ with 25 nm size of copper crystallite after MA 32 hours. The finely distributed AlN-Cu powder compacts were completely achieved after PECS. The residual oxygen was considerably removed after hydrogen reduction treatment. The residual carbon was completely removed to 97%. The CTE of AlN-Cu powder compacts showed a good consistency with Kingery-Tuner model when the volume fraction of copper was less than 60%. When it was more than 60%, the CTE had a good agreement with Series model.

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고주파용 절록재료로서의 Forsterite 자기에 관한 연구(III) (Forsterite 자기의 미구조와 열팽창, 비저항과의 관계) (A Study on the Forsterite Porecelain as a High Frequency Insulator(III) (Microstrucrue, Thermal Expansion and Resistivity of the Forsterite Porcelain))

  • 이은상;황성연
    • 한국세라믹학회지
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    • 제20권4호
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    • pp.324-332
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    • 1983
  • In this studies resistivity thermal expansion and microstructure of the Forsterite Porcelain as a high frequency insulator were investigated. The body containing Zn-glass shows higher resistivity than any other body. The bodies containing K, Ba, Cd-glass respectively consist of fine crystals of mosaic type. The bodies containing Bi, Zn, Zr-glass repectively included more large crystals because of the grain growth and coherence of fine particles In the 4 series Forsterite containing excess MgO 0-6% the thermal coefficients of the bodies increased with the increasing of excess MgO and the bodies have conspicuously high thermal expansion coefficients when 15% excess $BaCO_3$ was added to. The resistivities of additive bodies of $BaCO_3$ 0, 5, 10% in Forsterite containg excess MgO 2% are higher than any other that of composition. Bacause the growing of Forsterite crystals was restrained with the increasing of excess MgO $BaCO_3$ their grain size became fine and their grain boundaries were decomposed and also the glass phase having high refractive inder was increased. The higher the firing temperature increased the more the process of crystal growing was progressed.

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