• 제목/요약/키워드: setting estimator

검색결과 23건 처리시간 0.022초

AI기반 콘크리트 마감 자동화 시스템용 응결추정계의 물시멘트비에 따른 응결추정 평가 (Estimation of Setting Time Applying Setting Estimator for AI Finishing Robot System Depending on Water-Cement Ratio)

  • 박재웅;정준택;임군수;한준희;김종;한민철
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2023년도 가을학술발표대회논문집
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    • pp.17-18
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    • 2023
  • This study aims to compare the hardness value development characteristics according to the water-cement ratio during a series of experiments to develop a setting estimator for an AI-based concrete finishing automation system. For the test variables, water-cement ratios are varied with 30, 40 and 50%. Proctor penetration test and surface hardness test by setting time estimator are conducted to estimate the setting time. For the effect of water-cement ratios, they did not affect the surface hardness either, while initial set time and final set time are not constant with water-cement ratios.

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AI 기반 콘크리트 마감 자동화 시스템용 응결추정계의 Mock-up Test (Mock-up Test of Setting Estimation System For AI-based Concrete Finishing Automation System)

  • 한수환;임군수;한준희;김종;한민철;한천구
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2022년도 가을 학술논문 발표대회
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    • pp.129-130
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    • 2022
  • This study is conducted to identify improvements in the setting time estimation system through the Mock-up test of the finishing automation system and the setting estimation system. As a result of the study, it is necessary to adjust the spring strength of the setting time estimator and the diameter and length of the estimation needle so that the value of the hardness can be measured from 15HD to around 40HD.

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Estimation of error variance in nonparametric regression under a finite sample using ridge regression

  • Park, Chun-Gun
    • Journal of the Korean Data and Information Science Society
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    • 제22권6호
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    • pp.1223-1232
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    • 2011
  • Tong and Wang's estimator (2005) is a new approach to estimate the error variance using least squares method such that a simple linear regression is asymptotically derived from Rice's lag- estimator (1984). Their estimator highly depends on the setting of a regressor and weights in small sample sizes. In this article, we propose a new approach via a local quadratic approximation to set regressors in a small sample case. We estimate the error variance as the intercept using a ridge regression because the regressors have the problem of multicollinearity. From the small simulation study, the performance of our approach with some existing methods is better in small sample cases and comparable in large cases. More research is required on unequally spaced points.

AI 기반 콘크리트 마감 자동화 시스템용 응결추정계의 영향인자 분석 (Analysis of Influence Factors of Setting Time Estimation System for AI-Based Concrete Finishing Automation System)

  • 한수환;후윈야오;김수호;임군수;김종;한민철
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2022년도 가을 학술논문 발표대회
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    • pp.177-178
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    • 2022
  • As part of the study on the development of the setting time estimation system, this study attempted to confirm the change in hardness values for each influencing factor variable and secure its reliability. According to the research results of this paper, the hardness value of the setting time estimation system tended to gradually decrease in the case of the hardness value of the closing time by curing temperature, and the hardness value increased in the concrete state compared to mortar. Therefore, further research on influencing factors will be conducted in consideration of material and statistical factors in the future.

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추정계를 활용한 3성분계 콘크리트의 응결 및 압축강도 추정 (Estimation of Setting Time and Compressive Strength of Ternary Blended Concrete Applying Estimator)

  • 박재웅;임군수;김종;한민철;한천구
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2023년도 봄 학술논문 발표대회
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    • pp.143-144
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    • 2023
  • This study aimed to evaluate the feasibility of estimating the setting time and compressive strength in Ternary Blended Concrete(TBC) using Settimeter, Strength meter, and Hybrid meter. It was determined that the hardness values at the initial setting time and final setting time of Settimeter, Hybrid meter, and at the 5 MPa of Strength meter were not affected by the mixing ratio of TBC. However, future studies need to consider the errors caused by the instability of the measurement surface during condensation and the state of the measurement surface after hardening.

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현장용 응결시간추정계를 이용한 고염화물 모르타르의 응결시간 추정 (Estimation of Setting Time of Chlorine By-pass System Dust Mortar using Setting Time Estimation)

  • 이혁주;한준희;현승용;신용섭;이준석;한민철
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2018년도 추계 학술논문 발표대회
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    • pp.6-7
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    • 2018
  • In the previous study, durometer, namely rubber hardness tester Was used to confirm the possibility of using the setting time of concrete for determination. in this study, the possibility of using condensation time judgment condensation estimation system by comparing the measuring station setting estimation system Measuring needle of the proctor penetration resistance tester by newly making a measurement needle and refining the coagulation estimation system Want to make sure. As a result of this study, it was possible to use one condensation estimation system showing similar correlation between the two types of durometer showing high correlation with the penetration resistance value of proctor testers, It is considered to be fruitful to use the dew condensation estimation system for determining the setting time.

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TDOA 방식 기반 3-D 위치 추정을 위한 BLUE 추정기 (A BLUE Estimator of 3-D Positioning by TDOA Method)

  • 이영규;양성훈;권택용;이창복;박병구;이원진
    • 한국통신학회논문지
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    • 제37B권10호
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    • pp.912-920
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    • 2012
  • 이 논문에서는 발신자가 송출한 신호를 이용하여 TDOA(Time Difference of Arrival) 방식으로 발신자의 3 차원 위치를 추정할 때, BLUE(Best Linear Unbiased Estimator) 추정기를 닫힌 해 형태로 구하였다. 4 개의 기준국 또는 센서를 사용하여 3차원의 발신자 위치를 추정할 때, BLUE 추정기를 구하기 위해서 발신자의 위치에 대한 기준 위치를 설정한 후 이를 1 차 Taylor 급수로부터 유도된 근사화된 TDOA 쌍곡선 방정식을 사용하였다. 이 논문에서 근사화를 통해 구해진 유도식은 각 기준국 또는 센서에서의 TOA(Time of Arrival) 측정 잡음이 서로 상관관계가 없고 독립적이라는 가정하에서, 백색 가우시안 잡음에 대해서뿐만 아니라 평균이 제로인 모든 잡음에 대해서 적용할 수 있다.

Estimation using response probability when missing data happen on the second occasion

  • Park, Hyeonah;Na, Seongryong
    • Journal of the Korean Data and Information Science Society
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    • 제25권1호
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    • pp.263-269
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    • 2014
  • When the loss of samples appears under repeated surveys, new samples can often replace missing values. Estimators using response probability can be considered under repeated surveys on two occasions where new samples are selected instead of missing data on the second occasion. We propose a new estimator that uses both respondents and new samples on the second occasion. It is considered for the simulation setting that missing values can happen at the second occasion and are replaced by new samples. We can see that the proposed estimator is more efficient than that using a weighting adjustment method for respondents at the second occasion.

TDOA 방식 기반 위치 추정을 위한 BLUE 추정기 (A BLUE Estimator for Passive Localization by TDOA Method)

  • 이영규;양성훈;권태용;이창복;박병구;이원진
    • 한국통신학회논문지
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    • 제36권11C호
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    • pp.702-711
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    • 2011
  • 본 논문에서는 발신자가 송출한 신호를 이용하여 TDOA(Time Difference of Arrival) 방식으로 발신자의 위치를 추정할 때, BLUE(Best Linear Unbiased Estimator) 추정기와 이의 CRLB(Crammer-Rao Lower Bound)를 닫힌 해 형태로 구하였다. 3 개의 기준국 또는 센서를 사용하여 2차원의 발신자 위치를 추정할 때, BLUE 추정기를 사용하여 CRLB를 구하기 위해서 발신자의 위치에 대한 기준 위치를 설정한 후 이를 1 차 Taylor 급수로부터 유도된 근사회된 TDOA 쌍곡선 방정식을 사용하였다. 본 논문에서 근사화를 통해 구해진 유도식은 각 기준국 또는 센서에서의 TOA(Time of Arrival) 측정 잡음이 서로 상관관계가 없고 독립적이라는 가정하에서, 백색 가우시안 잡음에 대해서뿐만 아니라 평균이 제로인 모든 잡음에 대해서 적용할 수 있다.