• Title/Summary/Keyword: filed test

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Development of a Severity Level Decision Making Process of Road Problems and Its Application Analysis using Deep Learning (딥러닝을 이용한 도로 문제점의 심각도 판단기법 개발 및 적용사례 분석)

  • Jeon, Woo Hoon;Yang, Inchul;Lee, Joyoung
    • The Journal of the Korea Contents Association
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    • v.22 no.10
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    • pp.535-545
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    • 2022
  • The purpose of this study is to classify the various problems in surface road according to their severity and to propose a priority decision making process for road policy makers. For this purpose, the road problems reported by Cheok-cheok app were classified, and the EPDO was adopted and calculated as an index of their severity. To test applicability of the proposed process, some images of road problems reported by the app were classified and annotated, and the Deep Learning was used for machine learning of the curated images, and then the other images of road problems were used for verification. The detecting success rate of the road problems with high severity such as road kills, obstacles in a lane, road surface cracks was over 90%, which shows the applicability of the proposed process. It is expected that the proposed process will make the app possible to be used in the filed to make a priority decision making by classifying the level of severity of the reported road problems automatically.

The U.S. Supreme Court Finally Limits the Scope of Judicial Assistance in Private International Arbitral Proceedings Pursuant to 28 U.S.C. §1782 in its Recent Decision of ZF Auto. US, Inc., v. Luxshare, Ltd., 596 U.S. ___ (2022)

  • Jun, Jung Won
    • Journal of Arbitration Studies
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    • v.32 no.3
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    • pp.29-46
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    • 2022
  • Until recently, there has been a circuit split as to whether parties to foreign private arbitral proceedings could seek assistance from the U.S. courts for discovery pursuant to 28 U.S.C. §1782. The circuit courts have differed on the issue of whether a private arbitral proceeding may be considered a "proceeding in a foreign or international tribunal" in terms of the statute, which would ultimately allow or disallow judicial assistance in taking of evidence by the U.S. district courts for use in the requested proceedings. While the U.S. Supreme Court has addressed the applicability of §1782 in its Intel decision in 2004, it had not established a test as to what constitutes a foreign or international tribunal for the purposes of §1782, thereby leaving it open for lower courts to continue to interpret §1782 in their own ways, as requests for judicial assistance in taking of evidence are filed. In the recent decision of ZF Auto. US, Inc., v. Luxshare, Ltd., the Supreme Court has finally clarified that in order for an arbitral panel to be a "foreign or international tribunal" under §1782, such panels must exercise governmental authority conferred by one nation or multiple nations. Therefore, private commercial arbitral panels are not "foreign or international tribunal(s)" for the purposes of §1782 because they do not constitute governmental or intergovernmental adjudicative bodies. Such holding is necessary and legitimate for interested parties in international arbitration, as well as, potential parties of arbitration who are contemplating alternative dispute resolution for their dispute(s).

The Effect of Employees' Perceived Expertise about HR Department on Satisfaction of Education and Training Opportunities: The Moderating Role of HR Department's Communication Activities (HR 부서 전문성에 대한 인식이 교육훈련 기회 제공 만족도에 미치는 영향: HR 부서의 의사소통 활동의 조절효과를 중심으로)

  • Lee, Jung-Woo;Chae, Hee-Sun;Park, Ji-Sung
    • Asia-Pacific Journal of Business
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    • v.13 no.1
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    • pp.125-139
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    • 2022
  • Purpose - This study examines how employees' perception of HR department expertise affect their satisfaction of education and training. Moreover, this study explores that the HR department's communication activities moderate the main effects between satisfaction of education and training opportunities. Design/methodology/approach - This study predicts the positive relationship between employees' perceptions of HR department expertise and their satisfaction of education and training. Furthermore, the HR department's communication activities will strengthen this positive relationship. To test these hypotheses, this study used the Human Capital Corporate Panel (HCCP) datasets, especially individual-level 2017 data. The final number of samples is 1,947 for the analyses. In addition, this study utilized a hierarchical regression model with SPSS program. Finding - The results analyzed with the hierarchical regression model showed that the perceptions of HR department expertise had a positive relationship with satisfaction of provided educational and training. In addition, the HR department's communication activities moderated the relationship between perception of HR department expertise and satisfaction of education and training opportunities. Research implications or Originality - This study suggests academic and practical implications for future research in the human resource development filed by clarifying the critical factors to increase employees' satisfaction and transferability of education and training.

A Study on the Development and Characteristics of Eco-friendly None Alkaline Silica Sol Grouting Material (친환경 비알칼리성 실리카졸 지반주입재의 개발과 특성에 관한 연구)

  • Hyunsang Kang;Daeseouk Chung
    • Journal of the Society of Disaster Information
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    • v.19 no.4
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    • pp.747-756
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    • 2023
  • Purpose: In this study, a grout material mixed using non-alkaline silica-based materials, which is an eco-friendly injection material to stabilize ground, is investigated to improve conventional problems. Method: The homogel specimens of Eco-Friendly Non-Alkaline Silica Sol (ENASS) and L.W. and S.G.R., representative silicate grouting are manufactured. Physicochemical and engineering properties of the specimens are evaluated in laboratory with uniaxial compression strength, hydraulic conductivity, shrinkage, chemical resistance, elution, fish poison, waste leaching. Result: Laboratory test results show that the ENASS was superior in all aspects compared to the existing injection matirial. The suitability of the grout material with ENASS is investigated with filed tests. Conclusion: The results of laboratory and field tests demonstrates that the grout material with ENASS is eco-friendly material that increases the strength, decreases the permeability, and discharges pollutants without leaching.

Range Estimating Performance Evaluation of the Underwater Broadband Source by Array Invariant (Array Invariant를 이용한 수중 광대역 음원의 거리 추정성능 분석)

  • Kim Se-Young;Chun Seung-Yong;Kim Boo-Il;Kim Ki-Man
    • The Journal of the Acoustical Society of Korea
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    • v.25 no.6
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    • pp.305-311
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    • 2006
  • In this paper the performance of a array invariant method is evaluated for source-range estimation in horizontally stratified shallow water ocean waveguide. The method has advantage of little computationally effort over existing source-localization methods. such as matched field processing or the waveguide invariant and array gain is fully exploited. And. no knowledge of the environment is required except that the received field should not be dominated by purely interference This simple and instantaneous method is applied to simulated acoustic propagation filed for testing range estimation performance. The result of range estimation according to the SNR for the underwater impulsive source with broadband spectrum is demonstrated. The spatial smoothing method is applied to suppress the effect of mutipath propagation by high frequency signal. The result of performance test for range estimation shows that the error rate is within 20% at the SNR above 10dB.

Reinforcement Effectiveness and Arching Effect of Geogrid-Reinforced and Pile-Supported Roadway Embankment (지오그리드로 보강된 성토지지말뚝의 보강 및 아칭효과분석)

  • Shin, Eun Chul;Oh, Young In;Lee, Dong Hyun
    • Journal of the Korean Geosynthetics Society
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    • v.4 no.2
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    • pp.11-18
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    • 2005
  • A pilot scale filed model test and 2-D numerical analysis was conducted to evaluate the effectiveness of constructing a geogrid-reinforced and pile-supported embankment system over soft ground to reduce differential settlement, and the results are presented hearin. Three-by-three pile groups with varying the space between pile were driven into a layer of soft marine clay and a layer of geogrid was used as reinforcement over each pile group. 2-D numerical analysis has been conducted by using the FLAC-2D(Fast Lagrangian Analysis of Continua) program for same condition of field model test. The settlement, vertical stress, and strain of geogrid due to the construction of embankment were measured at various locations. Based on the field model test and numerical analysis results, pile reinforcement generated the soil arching at the midspan of pile cap and the geogrid reinforcement helps reduce the differential settlement of the soft ground by tensile strength of geogrid. Also for $D/b{\geq}6.0$, the effectiveness of geogrid reinforcement in reducing settlement is negligible.

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Filed Applicability Evaluations of Restoration Material for Underground Cavities Formed by Ground Subsidence (지반침하로 인한 지하공동 복구재료의 현장적용성 평가)

  • Bang, Seongtaek;Baek, Seungju
    • Journal of the Korean GEO-environmental Society
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    • v.21 no.3
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    • pp.5-11
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    • 2020
  • Recently, ground pits that have been occurring frequently in urban areas are hindering traffic flow and causing property damages and loss of human life, acting as factors that are threatening the safety of citizens. Therefore, sunken ground must be quickly restored and provisions must be made for additional damage but current domestic detailed standards regarding ground pits and accurate definitions regarding causes and measures to be taken for reoccurrences are lacking. Restoration methods of sunken ground include backfilling by reusing sunken soil or other fill material and paving the road and while this is the most often used method, this only prevents ground from sinking temporarily and can not serve as a fundamental solution. Also, additional ground pits can occur on ground that is reinforced using this method due to faulty backfill material or faulty hardening. This study used Eco-friendly High-Strength Material (EHSM) as restoration material that can be used in the restoration of underground cavities that have occurred due to ground subsidence to analyze the engineered characteristics of modified dredging clay and test pieces made from changed ratios of EHSM and weathered granite soil were uniaxial compression tests were conducted and freezing-thawing tests were conducted to study strength properties according to environmental changes of restoration material, and after tests were concluded by each level, uniaxial compression tests and dynamic elasticity tests were conducted for intensity analysis. Also, to evaluate strength characteristics of the restored ground, dynamic plate load tests were conducted to verify the improvement effectiveness of the restored ground.

A Fundamental Study on Backfilling and Monitoring System for Stability of Underground Mine Openings (채굴공동의 안정성 유지를 위한 채움재의 충전과 계측시스템 구축에 관한 기초연구요)

  • Kim, Byung-Ryeol;Lee, Seung-Joong;Choi, Sung-Oong
    • Tunnel and Underground Space
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    • v.29 no.6
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    • pp.407-424
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    • 2019
  • To prevent possible accidents by surface subsidence, backfilling operation is known to be one of the most effective methods for ensuring the long-term ground stability because it can eliminate fundamentally the origin of underground mine opening collapse. Also, for effective backfilling of underground mine opening, it is necessary to keep monitoring of backfilled mine opening for analyzing several factors such as filling effect with change of backfill material and characteristics of backfill material. Therefore, in this study, a monitoring system which consists of measuring device and software program has developed to examine the performance of backfilling operation and verify to field applicability to underground mine. Sensors for measuring device have been selected through study of recent research papers and mock-up test has been performed to verify the system compliance. Also, monitoring result of the mock-up test compared to case studies in some countries. From monitoring result fo the mock-up test compared to case studies in some countries, consequently, it was concluded that the developed real-time monitoring system had ensured filed applicability in the underground mine.

A.C. Impedance Properties of HA/Ti Compound Layer coated Ti-30Ta-(3~15)Nb Alloys (Ti-30Ta-(3~15)Nb 합금에 HA/Ti 복합 코팅한 표면의 교류임피던스 특성)

  • Jeong, Y.H.;Lee, H.J.;Moong, Y.P;Park, G.H.;Jang, S.H.;Son, M.K.;Choe, H.C.
    • Journal of the Korean institute of surface engineering
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    • v.41 no.5
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    • pp.181-188
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    • 2008
  • A.C. impedance properties of HA/Ti compound layer coated Ti-30Ta-($3{\sim}15$)Nb alloys have been studied by electrochemical method. Ti-30Ta binary alloys contained 3, 7, 10 and 15 wt% Nb were manufactured by the vacuum furnace system. And then specimen was homogenized at $1000^{\circ}C$ for 24 hrs. The sample was cut and polished for corrosion test and coating. It was coated with HA/Ti compound layer by magnetron sputter. The non-coated and coated morphology of Ti alloy were analyzed by X-ray diffractometer (XRD), energy X-ray dispersive spectroscopy (EDX) and filed emission scanning electron microscope (FE-SEM). The corrosion behaviors were investigated using A.C. impedance test (PARSTAT 2273, USA) in 0.9% NaCl solution at $36.5{\pm}1^{\circ}C$. Ti-30Ta-($3{\sim}15\;wt%$)Nb alloys showed the ${\alpha}+{\beta}$ phase, and $\beta$ phase peak was predominantly appeared in the case of increasingly Nb contents. The microstructures of Ti alloy were transformed from needle-like structure to equiaxed structure as Nb content increased. From the analysis of coating surface, HA/Ti composite surface uniformed coating layer with 750 nm thickness. The growth directions of film were (211), (112), (300) and (202) for HA/Ti composite coating on the surface after heat treatment at $550^{\circ}C$, whereas, the growth direction of film was (110) for Ti coating. The polarization resistance ($R_p$) of HA/Ti composite coated Ti-alloys were higher than those of the Ti and HA coated samples in 0.9% NaCl solution at $36.5{\pm}1^{\circ}C$. Especially, corrosion resistance of Ti-Ta-Nb system increased as Nb content increased.

Development and Field Test of a Smart-home Gas Safety Management System (스마트 홈 가스안전관리 시스템 개발 및 현장시험)

  • Park, Gyou-Tae;Kim, Eun-Jung;Kim, In-Chan;Kim, Hie-Sik
    • Journal of the Korean Institute of Gas
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    • v.16 no.6
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    • pp.128-135
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    • 2012
  • In this paper, we proposed a system and a scenario to raise efficiency of gas safety management by developing wireless ZigBee communication modules, smart-home gas safety appliances and the system suitable for gas safety. Our designed system consists of a micom gas meter, an automatic extinguisher, sensors, and a wall-pad. A micom-gas-meter monitors gas flow, gas pressure, and earthquake. An automatic fire extinguisher checks combustible gas leaks and temperature of $100^{\circ}C$(cut off) and $130^{\circ}C$(fire). Sensors measure smoke and CO gas. In our novel system, a micom-gas meter cut off inner valve with warnings, an automatic fire extinguisher cut off middle valve and spray extinguishing materials, and sensors generate signals when detecting smoke and CO and then take a next action. Gas safety appliances and sensors automatically takes measures, and transmit those information to a wall-pad. The wall-pad again transmits real time information to server. Users can check and manage gas safety situations by connecting BcN server through web or mobile application. We hereby devised scenarios for gas safety and risk management based on the smart, and demonstrated their efficiency through test applied to filed.