• Title/Summary/Keyword: early prediction of strength

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Compressive and Flexural Strength Development Characteristics of Polymer Concrete (폴리머 콘크리트의 압축 및 휨강도 발현 특성)

  • Jin, Nan Ji;Yeon, Kyu-Seok
    • Journal of The Korean Society of Agricultural Engineers
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    • v.60 no.1
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    • pp.101-110
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    • 2018
  • This study experimentally investigated the compressive and flexyral strength development characteristics of polymer concrete using four different type polymeric resins such as unsaturated polyester, vinyl ester, epoxy, and PMMA (polymethyl methacrylate) as binders. The test results show that the average compressive strength of those four different polymer concretes was 88.70 MPa, the average flexural strength was 20.30 MPa. Those test results show that compressive and flexural strengths of polymer concrete were much stronger than compressive and flexural strengths of ordinary Portland cement concrete. In addition, the relative gains of the compressive strength development at the age of 24 hrs compared to the age of 168 hrs were 68.6~88.3 %. Also, the relative gains of the flexural strength development at the age of 24 hrs compared to the age of 168 hrs were 73.8~93.4 %. These test results show that compressive and flexural strengths of each polymer concrete tested in this study were developed at the early age. Moreover, the prediction equations of compressive and flexural strength developments regarding the age were determined. The determined prediction equations could be applied to forecast the compressive and flexural strength developments of polymer concrete investigated in this study because those prediction equations have the high coefficients of correlation. Last, the relations between the compressive strength and the flexural strength of polymer concrete were determined and the flexural/compressive strength ratios were from 1/4 to 1/5. These results show that polymer concretes investigated in this study were appropriate as a flexural member of a concrete structure because the flexural/compressive strength ratios of polymer concrete were much higher than the flexural/compressive strength ratios of Portland cement concrete.

Prediction of Strength Development of the Slab and Wall Concrete at Jobsite Applying Wireless Sensor Network (CIMS) based on Maturity (적산온도 기반의 무선센서 네트워크(CIMS)를 이용한 현장타설 슬래브 및 벽체 콘크리트의 압축강도 추정)

  • Kim, Sang-Min;Shin, Se-Jun;Seo, Hang-Goo;Kim, Jong;Han, Min-Cheol;Han, Cheon-Goo
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2020.06a
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    • pp.23-24
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    • 2020
  • In this study, the concrete compressive strength estimation system Concrete IoT Management System (hereinafter referred to as CIMS) was developed, and CIMS was applied to domestic field structure slabs and wall concrete to check whether CIMS is practically available and to estimate the accuracy of the initial strength estimation of concrete. As a result, it shows a very high correlation when the compressive strength of the specimen for structural management is compared with the estimated strength of CIMS in terms of integrated temperature, and it is expected to be gradually applied to domestic construction sites in the future.

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Prediction of Strength Development of the Concrete at Jobsite Applying Wireless Sensor Network (CIMS) based on Maturity (적산온도 기반 무선센서 네트워크(CIMS)를 이용한 현장타설 콘크리트의 압축강도 추정)

  • Kim, Sang-Min;Shin, Se-Jun;Seo, Hang-Goo;Kim, Jong;Han, Min-Cheol;Han, Cheon-Goo
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2020.06a
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    • pp.25-26
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    • 2020
  • In this study, by applying the concrete compressive strength estimation system Concrete IoT Management System (hereinafter referred to as CIMS) to the concrete slab concrete in the domestic field, the purpose of this study is to confirm the practical use of CIMS and to verify the accuracy of estimating the initial strength of concrete. As a result, it shows a high correlation when the compressive strength and CIMS estimated strength of the specimen for structural management are converted and compared with the integrated temperature. However, in order to determine a more accurate experimental constant, it is necessary to consider the results up to 28 days.

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A Basic Study on the Development of Compressive Strength Prediction System for Blast Furnace Slag Contained Concrete using IoT Sensor (IoT센서를 이용한 고로슬래그 혼입 콘크리트의 압축강도 예측 시스템 개발에 관한 기초 연구)

  • Kim, Han-Sol;Jang, Jong-Min;Min, Tae-Beom;Lee, Han-Seung
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2020.06a
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    • pp.58-59
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    • 2020
  • The change of temperature and humidity in early-age concrete has a great influence on the durability of the structure. In this study, a reliable wireless sensor network system and a concrete embedded type Compressive strength prediction sensor were designed using the Arduino platform. The accuracy of the compressive strength prediction sensor was verified through a mock-up experiment, and it was confirmed that the experiment had sufficient accuracy to be used in the field environment.

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A Study on the Prediction of Recycled Aggregate Concrete Strength Using Case-Based Reasoning and Artificial Neural Network (사례기반 추론과 인공신경망을 적용한 순환골재콘크리트 강도 추정에 관한 비교 연구)

  • Kim Dae-Won;Choi hee-Bok;Kang Kyung-In
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2005.05a
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    • pp.119-124
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    • 2005
  • It is necessary for prediction of recycled aggregate concrete(RAC) strength at the early stage that facilitate concrete form removal and scheduling for construction. However, to predict RAC strength is difficult because of being influenced by complicated many factors. Therefore, this research suggest optimized estimation method that can reflect many factors. One way is Case-Based Reasoning(CBR) that solved new problems by adapting solutions to similar problems solved in the past, which are solved in the case library. Other way is Artificial Neural Networks(ANN) that solved new problems by training using a set of data, which is representative of problem domain. This study is to propose comparing accuracy of the estimating the compressive strength of recycled aggregate concrete using Case-Based Reasoning(CBR) and Artificial Neural Networks(ANN).

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Application Review of the Prediction Method of Early-age Strength with Equivalent Age Method (등가재령방식에 의한 조기강도 예측기술의 적용성 검토)

  • Lee, Jae-Hyun;Jung, Yang-Hee;Kim, Yong-Ro;Kim, Ook-Jong;Lee, Do-Bum;Jeong, Jae-Soo
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2010.05b
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    • pp.51-52
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    • 2010
  • In this study, it is confirmed that the use of equivalent age method can be applied to predict the early-age strength in case of using the new early strength concrete developed for the reduction of construction work period by our company, in apartment.

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Workability and Strength Properties of MMA-Modified Polyester Polymer Concrete (MMA 개질 폴리머 콘크리트의 작업성 및 역학적 성질)

  • 연규석;주명기;유근우;최종윤;김남길
    • Proceedings of the Korea Concrete Institute Conference
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    • 2002.10a
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    • pp.769-774
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    • 2002
  • In this study, methyl methacrylate (MMA)- modified polyester polymer concrete, in which the MMA was added to the unsaturated polyester resin, was developed for improving the early-age strength and the workability of the conventional polymer concrete, binder of which was the unsaturated polyester resin. Then the fundamental properties of the polymer concrete such as workability and strength were surveyed. The experimental results showed that the workability was remarkably improved as the MMA contents increased, and the filler-binder ratio was turned out to be important factor for the workability. Slump prediction equation was derived by the regression analysis based on MMA content and filler-binder ratio. Furthermore, early-age strength was greater when the MMA content were increased in the range of 20-40 % but the strength rather showed a tendency of decrease when the MMA content was 50 %.

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A Study on the Early Evaluation of Compressive Strength of Ultra-High Strength Concrete Using 50, 60℃ Warm Water Curing (50, 60℃ 온수양생을 이용한 초고강도 콘크리트의 강도 조기 평가)

  • Lee, Jong-Seok;Myung, Ro-Oun;Paik, Min-Soo;Gong, Min-Ho;Ha, Jung-Soo;Jung, Sang-Jin
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2011.05a
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    • pp.73-75
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    • 2011
  • In this study, prediction of later-age compressive strength of ultra-high strength concrete, based on the accelerated strength of concrete cured in 50, 60℃ warm water was investigated. W/B of 32, 23.5, 19% 3 levels were examined. And the specimens were cured in 50, 60℃ warm water. The results showed reliable accuracy by regression relation between 28day strength cured by standard curing method and accelerated strength of the concrete cured in warm water. And the specimens cured in 50, 60℃ showed more high strength development. So 60℃ curing could be considered in order to reduce the measurement error. As a result, the feasibility of 50, 60℃ warm water curing method at high strength level was confirmed.

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A Study on the Development of Strength Prediction Model and Strength Control for Construction Field by Maturity Method (적산온도 방법에 의한 강도예측모델 개발 및 건설생산현장에서의 강도관리에 관한 연구)

  • Kim, Moo-Han;Jang, Jong-Ho;Nam, Jae-Hyun;Khil, Bae-Su;Kang, Suk-Pyo
    • Journal of the Korea Concrete Institute
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    • v.15 no.1
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    • pp.87-94
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    • 2003
  • Construction plan and strength control have limitations in construction production field because it is difficult to predict the form removal strength and development of specified concrete strength. However, we can have reasonable construction plan and strength control if prediction of concrete strength is available. In this study, firstly, the newly proposed strength prediction model with maturity method was compared with the logistic model to test the adaptability. Secondly, the determination of time of form removal was verified through the new strength prediction model. As the results, it is found that investigation of the activation energy that are used to calculate equivalent age is necessary, and new strength prediction model was proved to be more accurate in the strength prediction than logistic model in the early age. Moreover, the use of new model was more reasonable because it has low SSE and high decisive factor. If we adopt new strength prediction model at construction field, we can expect the reduced period of work through the reduced time of form removal.

Experimental Study of Strength Development in High Flow Concrete as following of Curing Temperature (초기 재령에서의 양생 온도 조건에 따른 고유동 콘크리트의 조기강도 발현 성상에 관한 실험적 연구)

  • 이도범;김효락;박지훈;최일호
    • Proceedings of the Korea Concrete Institute Conference
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    • 2003.11a
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    • pp.19-22
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    • 2003
  • This study is carried out (1) checking the development of compressive strength of high flowing concrete at early age, changing water-binder ratio, curing temperature, and type of aggregate, and (2) suggesting basic date that helping cost and schedule plan in future construction. As the result of this study, we find that high curing temperature is effective for the development of compressive strength of concrete at early age on the condition of each water-binder ratio, and after making the compressive prediction formula related to the curing temperature by maturity, the result of the formular is similar to the temperature-compressive strength-age measured data

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