• Title/Summary/Keyword: Fluidity Concrete

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Prediction of concrete slump by RGB-D image feature fusion

  • Huansen Chen;Jianhong Yang;Huaiying Fang;Shaojie Wu;Bohong Lin
    • Computers and Concrete
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    • v.34 no.5
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    • pp.535-546
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    • 2024
  • Slump is an important index for concrete fluidity, which has a direct guiding effect on construction. In recent years, using RGB images for evaluating slump has been confirmed by scholars. Based on previous studies, this paper investigates the superiority of RGB-D image data over RGB image data in predicting slump of concrete and proposes three RGB-D fusion models: The early-stage-fusion model performs feature fusion in the data input stage, while the fully-connected-layer-fusion model performs feature fusion in the classification layer and the middle-stage-fusion model performs feature fusion after each residual block. In the classification of slump 120 mm, 150 mm and 200 mm, the Precision, Recall and F1-score are used to evaluate the model's ability to classify a single class, and the Accuracy, Macro-F1, Kappa and MCC are used to evaluate the model's performance. The experimental results showed that compared with the model using only RGB images, the fusion model achieve better performance, indicating that RGB-D image data can better evaluate concrete slump.

A Fundamental Study on the Quality Improvement of Lightweight Foamed Concrete with Admixture Types (혼화재료에 의한 경량기포 콘크리트의 품질향상에 관한 기초적 연구)

  • Shin Jae-Kyung;Jeong Kwang-Bok;Lee Youl-Koo;Lee Gun-Cheol;Yoon Gi-Won;Han Cheon-Goo
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2006.05a
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    • pp.35-38
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    • 2006
  • This study investigated fundamental properties of lightweight foamed concrete using cement kiln dust (CKD) and both fly ash(FA) and stability agent. Test results showed that concrete incorporating more amounts of admixture decreased slump flow and it caused increase of superplasiticizer in order to secure the fluidity performance. In addition concrete adding stability agent showed stable flow state, resisting segregation of materials and decreasing bleeding capacity. Sinking depth of concrete incorporating 20% of CKD and adding 0.002% of stability agent was indicated at 0mm. For the properties of hardened concrete. compressive strength of concrete incorporating CKD declined due to a lower appearance density, compared with other specimens. The difference of that was not very significant and the value of ail specimen was higher than KS range. Moreover strength of concrete incorporating CKD was even higher at curing temperature $5^{\circ}C$. Tensile strength ratio of concrete incorporating CKD was indicated between 0.50 to 0.59, which is higher value than control concrete. Heat conductivity of concrete incorporating FA was under the KS range while concrete incorporating 20% of CKD was satisfied in KS. Concrete adding stability agent improved insulation performance due to the lower heat conductivity. In conclusion, it is possible that concrete incorporating 20% of CKD and adding 0.002% of stability agent can secure high quality of lightweight foamed concrete.

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Physical Properties and Drying Shrinkage of Concrete Using Shrinkage Reducing Admixtures (수축저감제를 사용한 콘크리트의 물성변화 및 건조수축 저감 특성)

  • Han, Cheon-Goo;Song, Seung-Heon
    • Journal of the Korea Institute of Building Construction
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    • v.5 no.3 s.17
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    • pp.101-107
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    • 2005
  • This paper reports the contribution of Shrinkage reducing admixture(SRA) to the physical properties and drying shrinkage of concrete. Dosage of SRA is varied with. For the properties of fresh concrete, an increase in SRA dosage results in a decrease in fluidity and air content, while setting time is accelerated. For the properties of hardened concrete, the incorporation of mineral admixture leads to a decrease in compressive strength at early age, whereas after 28 days, the incorporation of fly ash(FA) and blast furnace slag(BS) has greater compressive strength than conventional concrete without admixture. The use of SRA results in a decrease in compressive strength. The incorporation of SRA with every $1\%$ increase causes the decrease of compressive strength by as much as $3\~6\%$. For drying shrinkage properties, the incorporation of FA and BS reduces drying shrinkage slightly. The use of SRA also decreases drying shrinkage. Every $1\%$ of increase in SRA dosage can reduce drying shrinkage by as much as $10\~15\%$

Properties of Shrinkage in Concrete Incorporating Shrinkage Reducing Agent and Expansive Additive (수축저감제와 팽창재를 병용 치환한 콘크리트의 수축 특성)

  • 김광화;문학룡;심영태;이병상;정용희;한천구
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2004.05a
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    • pp.61-64
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    • 2004
  • This study is to investigate the engineering and shrinkage properties of concrete incorporating shrinkage reducing agent(SRA) and expansive additive(EA) in order to reduce shrinkage of concrete. According to results, as for the properties of fresh concrete, increase in, SRA and EA content leads to reduce the fluidity but to increase the air content, and as for setting time, there is little difference. For strength properties, it decreased with an increase in SRA dosage and increased up to 5% of EA content. For the properties of drying shrinkage, it shows decline tendency with an increase in SRA and EA content reiteratively. It alto reduces significantly with the combination of SRA-EA systems due to the combined effect of the admixture. In the scope of this paper, it is found that the use of SRA with 0.5% and EA with 5% has optimum effects on the various properties of concrete. And under the combination of SRA and EA, it can reduce drying shrinkage about 37%.

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A Study on the Properties of Concrete with the Kinds of Stabilizing Agent and Solid Content (회수수 안정화제 종류 및 고형분량 변화에 따른 콘크리트의 특성에 관한 연구)

  • Kim, Ki-Jeong;Kim, Guang-Hua;Lee, Mun-Hwan;Lee, Sea-Hyun;Han, Cheon-Goo
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2003.11a
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    • pp.113-117
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    • 2003
  • In this study is investigated the various properties of concrete with the kinds of stabilizing agent of recycling water and solid content in order to suggest a practical use of recycling water. According to the results, fluidity and air content varies slightly with the kinds of stabilizing agent and solid content, but does not make a big difference. Setting time does not differ remarkably from plain concrete at 20℃, but is shortened with an increase of solid content. Bleeding is reduced more largely in the case of S than in the case of R, and is not influenced by solid content. Compressive strength is equal or decreases in comparison with plain concrete at solid content of I and 50%, and shows the highest value at solid content of 3%. Length change by drying shrinkage is larger than plain concrete at solid content of 5%, and decreases at solid content of I and 3%. Therefore, it proves that the influence of the kinds of stabilizing agent is minute, and solid content is most effective at 3%.

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A Study on the Properties of Concrete with the Kinds of Stabilizing Agent and Solid Content (회수수 안정화제 종류 및 고형분량 변화에 따른 콘크리트의 특성에 관한 연구)

  • 김기정;김광화;이문환;이세현;한천구
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2003.05a
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    • pp.113-117
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    • 2003
  • In this study is investigated the various properties of concrete with the kinds of stabilizing agent of recycling water and solid content in order to suggest a practical use of recycling water According to the results. fluidity and air content varies slightly with the kinds of stabilizing agent and solid content, but does not make a big difference. Setting time does not differ remarkably from plain concrete at 2$0^{\circ}C$, but is shortened with an increase of solid content. Bleeding is reduced more largely in the case of S than in the case of R, and is not influenced by solid content. Compressive strength is equal or decreases in comparison with plain concrete at solid content of 1 and 5%, and shows the highest value at solid content of 3%. Length change by drying shrinkage is larger than plain concrete at solid content of 5%, and decreases at solid content of 1 and 3%. Therefore, it proves that the influence of the kinds of stabilizing agent is minute, and solid content is most effective at 3%.

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A Study on High Strength Concrete of Concrete Filled Steel Tube Column (CFT 기둥용 초고강도 충전콘크리트에 관한 연구)

  • Jung, Keun-Ho;Lim, Nam-Gi;Lee, Young-Do
    • Journal of the Korea Institute of Building Construction
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    • v.4 no.1
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    • pp.127-132
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    • 2004
  • CFT(Concrete Filled Steel Tube) is a structure of circular or squared of steel column filled with concrete. The steel tube holds the concrete inside and that makes this structure to perform superior features on stiffness, proof stress, transformation, fire resistance and construction itself. In this study, by over the 800kgf/$\textrm{cm}^2$ of high strength concrete for CFT column, research has been done on the basic property of matter such as fluidity, resistance on segregation, compressive strength, setting icons of the concrete filled in the steel tube under conditions of standard weather. Physical properties of concrete for CFT that Concrete with silica fume, fly ash of air entraining and high-range water reducing agent, that used to CFT column research purpose to find the most ideal composition, which is achieved by the investigation in the concrete's property of matter like ability of Slump, Slump Flow, Air content, Bleeding, and Settlement. For this study, experiments which are bused on obtained the result through physical test are practiced, with all of the experiment, specimens only for control are produced in each method of curing and analyzed to relations with core strength in mock-up test. In mock-up test, the research is studied compactability of concrete filled in tube and degree of hydration hysteresis, as a basic reference for applying to field of CFT column which is used over 800kgf/$\textrm{cm}^2$ high strength concrete.

An Experimental Study on the Influence of High Fineness Fly Ash and Water-Binder Ratio on Properties of Concrete (콘크리트 특성에 미치는 고분말도 플라이애쉬의 치환율 및 물-결합재비 영향에 관한 실험적 연구)

  • Lee, Sang-Soo;Song, Ha-Young;Lee, Seung-Min
    • Journal of the Korea Concrete Institute
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    • v.21 no.1
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    • pp.29-35
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    • 2009
  • Recently, the press and institute recognized fly ash as it had excellent performance. Its research and applications are on the rise largely as a substitute for cement. On the contrary, it is in a situation that the regulation of high fineness fly ash remains at a low level. As for the fly ash in $3,000{\sim}4,500\;cm^2/g$ class fineness regulated in KS L 5405, it is used by substituting it around the unit weight of cement 20%. Accordingly, the regulation in upper classification is in a situation of being insufficient. Therefore, this study aimed to establish 4000, 6000, and 8000 class of fineness of fly ash and three levels of substitute like 15%, 30%, and 45% in order to analyze the substitute and effect of water-binder ratio for fly ash that affected the properties of ternary system concrete. As a result of experiment by planning water-binder ratio for two levels like 40% and 50%, the more replacement ratio and fineness of fly ash increased in the performance not hardened, the more the fluidity increased. This study has found out that the air content decreased, and that there was setting acceleration and it decreased the heat of hydration. In addition, as for the strength properties in a state of performance hardened concrete, the more the replacement ratio and the ratio of water-binding materials increased, the more it had a tendency of being decreased.

Study on Consistency Curve of Cement Mortar according to Superplasticizer type (고성능 AE 감수제 종류에 따른 시멘트 모르타르의 컨시스턴시 곡선 검토)

  • Lee, Gun-Young;Lee, Gun-Cheol;Choi, Jung-Gu;Park, Dong-Cheon
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2015.05a
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    • pp.179-180
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    • 2015
  • Recently, admixture manufacturers have improved the performance of admixtures to solve problems caused by high viscosity of high performance admixtures, and accordingly, it is expected to affect fluidity of concrete using admixtures. Therefore, in this research, how each kind of HAE affects consistency curve of cement mortar was examined.

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Mechanical and Durability Characteristics of Amorphous Metallic Fiber Reinforced Self-Healing Mortar (비정질금속섬유 보강 자기치유 모르타르의 역학 및 내구특성)

  • Yoon, Joo-Ho;Lee, Min-Wook;Kim, Chae-Young;Lee, Jae-In;Choi, Se-Jin
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2023.11a
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    • pp.27-28
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    • 2023
  • This study compared and analyzed the fluidity, compressive strength, and carbonation resistacne of amorphous metal fiber reinforced mortar according to the PCC mixing ratio as part of a study to improve the self-healing performance and tensile performance of concrete structures.

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