• Title/Summary/Keyword: 내구성 향상

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Image based Concrete Compressive Strength Prediction Model using Deep Convolution Neural Network (심층 컨볼루션 신경망을 활용한 영상 기반 콘크리트 압축강도 예측 모델)

  • Jang, Youjin;Ahn, Yong Han;Yoo, Jane;Kim, Ha Young
    • Korean Journal of Construction Engineering and Management
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    • v.19 no.4
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    • pp.43-51
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    • 2018
  • As the inventory of aged apartments is expected to increase explosively, the importance of maintenance to improve the durability of concrete facilities is increasing. Concrete compressive strength is a representative index of durability of concrete facilities, and is an important item in the precision safety diagnosis for facility maintenance. However, existing methods for measuring the concrete compressive strength and determining the maintenance of concrete facilities have limitations such as facility safety problem, high cost problem, and low reliability problem. In this study, we proposed a model that can predict the concrete compressive strength through images by using deep convolution neural network technique. Learning, validation and testing were conducted by applying the concrete compressive strength dataset constructed through the concrete specimen which is produced in the laboratory environment. As a result, it was found that the concrete compressive strength could be learned by using the images, and the validity of the proposed model was confirmed.

A Study on Paving Technique using Polymer Epoxy Resin Materials (고분자 에폭시 수지혼합물을 이용한 포장기술 연구)

  • Oh, Seung Hwoon;Kim, Nak Seok;Kim, Wan Sang
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.29 no.2D
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    • pp.209-216
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    • 2009
  • This study was conducted to develop a thin paving technique using polymer epoxy resin materials which is considered as a durable pavement materials. The mechanical performance characteristics of the polymer epoxy resin materials were also evaluated to confirm the validity as a pavement materials. To estimate the performance properties of the materials, bending tests and bonding tests were performed using freeze-thaw and ultra-violet rays to accelerate the aging of materials. In addition, HYUNStay, a commercial structural analysis program for cable-stayed bridges, was used to compare the effect of paving materials between the polymer epoxy resin materials and the conventional ones on the reduction of cable tension and on the stability of the main tower. According to the test results, it is noted that the thin paving technique using polymer epoxy resin materials can improve the performance and durability of pavement compared to the conventional one.

Durability Properties of High Volume Blast Furnace Slag Concrete for Application in Nuclear Power Plants (고로슬래그 다량치환 콘크리트의 원전 콘크리트 적용을 위한 내구성능 평가)

  • Seo, Eun-A;Lee, Jang-Hwa;Lee, Ho-Jea;Kim, Do-Gyeum
    • Journal of the Korean Recycled Construction Resources Institute
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    • v.5 no.1
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    • pp.45-52
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    • 2017
  • This study evaluated the durability of nuclear power plant concrete. The main parameters were the water-to-binder ratio and admixture type. The results revealed that high-volume ground granulated blast-furnace slag(GGBS) concrete had lower initial strength, while the strength reached higher after 28 days. On the other hand, the initial strength of fly ash blended concrete was high, but the long-term strength of the robbery was low. The measured durability of GGBS blended concrete was found to be better than that of the existing concrete mix for use in the construction of nuclear power plants. Especially, the GGBS blended concrete was more durable than the fly ash blended concrete in terms of chloride attack, carbonation resistivity and freezing-thawing durability in low compressive strength. The effects of concrete compressive strength according to gamma rays were minor.

Performance Evaluation of Admixture for Durability Improvement of Shielding Materials Used Waste Glass as Fine Aggregate (폐유리를 잔골재로 사용한 차폐채움재의 내구성 개선을 위한 혼화재료의 성능평가)

  • Hwang, Byoung-Il;Kim, Hyo-Jung;Song, Yong-Soon;Yi, Seong-Tae
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.23 no.2
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    • pp.20-27
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    • 2019
  • Compared to the development and manufacturing technology of electronic goods, the development of waste glass recycling technology is relatively insufficient, leading to the acceleration of waste of resources and environmental pollution. Although waste glass recycling technology is being actively developed overseas, waste glass recycling technology is insufficient in Korea, leading to the illegal dumping or burial of waste glass. Waste glass has been confirmed to have pozzolan reaction potential when having hydration reaction with cement. Waste glass is also reported to be effective in reducing bleeding and inhibiting the development of hydration heat by improving the physical properties of concrete and the rheology properties of fresh concrete. Therefore, this paper analyzed the strength characteristics and the effect of alkalic-silica reaction on the expansion of shielding concrete that used waste glass as fine aggregate. Where, suitable admixture materials were used as a measure to suppress the expansion.

Durability of GFRP Rebar with Ribs Containing Milled Alkaline Resistant Glass Fibers (알카리저항 초단유리섬유를 리브에 사용한 유리섬유 보강근의 내구성능)

  • Moon, Do Young;Oh, Hong Seob
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.15 no.1
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    • pp.281-287
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    • 2011
  • GFRP rebars could be deteriorated by concrete alkalinity. This paper focuses on the investigation of durability of GFRP rebars with ribs exposed to alkaline environment of concrete. It has been reported that the milled E-glass fibers in the ribs of GFRP rebar can increase bond strength between GFRP rebars and the concrete. In this study, the effect of milled alkaline resistant glass fibers (milled AR glass) and milled E-glass in the ribs on the durability of GFRP rebar is investigated through ISS tests and moist absorption tests of the bare rebar. To accelerate the effect of the alkalinity, high temperature($40^{\circ}C$) was applied. According to the test results, mix ratio of milled glass fibers in the ribs by weight had significant effect on durability of GFRP rebars with ribs. It is because that the high mix ratio may leads more voids in the ribs due to lower workability and formability. On the other hand, changing fiber type in the ribs from E-glass to AR-glass had no improvements on ISS strength of the GFRP rebar. Therefore, it is found that determination of proper mix ratio of milled glass fiber in the mixture for the formation of the ribs of the GFRP rebar is important.

A Study on the Control of Hygroscopicity and Hardness in Polymer Surfaces (고분자 표면의 흡습성 및 경도 제어 연구)

  • Jinil Kim;Young Nam Jung;Doa Kim;Myung Yung Jeong
    • Journal of the Microelectronics and Packaging Society
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    • v.30 no.4
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    • pp.86-90
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    • 2023
  • The packaging of electronic devices performs a protective function to ensure that their durability and reliability are not affected by changes in the operating environment caused by external factors. Recent advances in materials have led to ongoing research into bonded packaging of heterogeneous materials such as polymers and inorganic materials in electronic devices. In this packaging process, it is important to have a binding that joins the materials and ensures the operating environment, which includes adhesion to the substrate, corrosion and oxidation resistance through moisture removal, and durability. In this study, the hygroscopicity of the coating layer by modifying the polymer surface based on PVA was evaluated by controlling and measuring the contact angle, and the adhesion was confirmed by applying water-based ink and testing according to ASTM_D3363. For the durability of the polymer surface, the IPL post-treatment process was used to improve the hardness and toughness against applied voltage, and the pencil hardness test and nanoindentation test were conducted. Through this, we analyzed and proposed solutions to ensure the reliability and durability of polymer devices in polymer microfabrication against environmental factors such as moisture, temperature fluctuations and adhesion, and surface abrasion.

A Study on Rotation Method Appling Slip-ring of Direction Finding Antenna Mast for Mobile Radio Wave Measurement System (이동형 전파측정시스템에서 슬립링을 적용한 방향탐지 안테나 마스트 회전 방법에 관한 연구)

  • Sohn, Ju-Hang;Han, In-Sung;Kim, Duck-Joong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.10
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    • pp.499-504
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    • 2017
  • A Mobile Radio Wave Measurement System (MRWMS)is a vehicle-mounted system designed to be operating in a single mission. The mission characteristic for mobile measurement requires mobility. For this, we must consider the arrangement and embedded method of MRWMS's antennas. In this paper, we described the measurement method design of direction detecting accuracy for MRWMS and designed the direction finding antenna mast capable of rotating itself by using a slip ring without turntable for Direction Finding (DF) accuracy test. As we removed the dependency of a limited local area by designing a measurement method of direction detecting accuracy, Equipment Under Test (EUT) zero-Adjustment and mounted process shortened. So, we the reduced production costs. We expect an improved cable loss value by shortening the RF cable length in accordance with our design. In addition, due to the same phenomenon, the entire system is lighter and the mobility is improved.

Experimental Study for the Durability Enhancement of Plastic Spur Gear (플라스틱스퍼기어의 내구성향상에 관한 실험연구)

  • Kim, Chung-Hyeon;An, Hyo-Seok;Jeong, Tae-Hyeong
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.26 no.9
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    • pp.1914-1922
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    • 2002
  • Operating test of power-transmission plastic spur gears were performed inspecting both characteristics of friction-wear and endurance, and suggesting endurance improvement method that either drills internal holes of tooth or inserts metallic pin in the internal hole of tooth and verifying this newly-provided method. In case of acetal gears, amount of friction-wear is observed to increase by development of plastic deformation and increase of tooth stiffness due to brittle material property of acetal. To the contrary, in case of nylon gears, suggested method is shown to drop down the tooth temperature for about 3∼10$^{\circ}C$ than original gear, thus amount of wear is reduced by over 30% and operating lift prolonged by more than 200%. Hence, suggested method is proved to be practically applicable to the plastic gears made by soft polymers such as Nylon.

Characteristics of Asphalt Concrete using Waste Foundry Sand (주물고사 첨가 아스팔트 콘크리트의 특성에 관한 연구)

  • Kim, Kwang-Woo;Ko, Dong-Hyuk;Choi, Dong-Chon;Kim, Sung-Won;Kim, Joong-Yul
    • International Journal of Highway Engineering
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    • v.3 no.4 s.10
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    • pp.105-116
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    • 2001
  • This study was performed to evaluate the characteristics of waste foundry sand (WFS) and the asphalt mixture made of a foundry waste sand. To estimate the applicability of WFS, chemical and physical properties were measured by XRF(X-ray fluorescent), and SEM(Scanning electronic microfilm). To improve the stripping resistance of WFS asphalt mixture, anti-stripping agents (a hydrated lime and a liquid anti-stripping agent) were used. To improve tensile properties and durability of WFS asphalt concrete mixture, LDPE(low-density polyethylene) was used as an asphalt modifier Marshall mix design, indirect tensile strength, tensile strength ratio(TSR) after freezing and thawing, moisture susceptibility and wheel tracking tests were carried out to evaluate performance of WFS asphalt concrete. Comparing with conventional asphalt concrete, WFS asphalt concretes showed similar or the better qualify in mechanical properties, and satisfied all specification limits. Therefore, it Is concluded that waste foundry sand can be recycled as an asphalt pavement material.

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A Study on Active Suspension Control System in Vehicle Bouncing and Pitching Vibration for Improving Ride Comfort (승차감 향상을 위한 차체 상하.피칭 능동 현가제어에 관한 연구)

  • Park, Jung-Hyen
    • Journal of the Korea Society of Computer and Information
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    • v.12 no.2 s.46
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    • pp.325-331
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    • 2007
  • This paper proposed modelling and design method in suspension system design to analyze active suspension equipment by adopting active robust control theory. Recent in the field of suspension system design it is general to adopt active control scheme for stiffness and damping, and connection with other vehicle stability control equipment is also intricate, it is required for control system scheme to design more robust, higher response and precision control equipment. It is known that active suspension system is better than passive spring-damper system in designing suspension equipment. We analyze suspension system with considering location of front-rear wheel and driving velocity, then design control system. Numerical example is shown for validity of robust control system design in active suspension system.

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