• Title/Summary/Keyword: Regression Rate Measurement

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Investment Effect Analysis of Industrial Firms with a Measurement Standard Laboratory -With Reference to the Statistical Analysis of Product Inferiority Rate- (측정표준실(測定標準室) 설치업체(設置業體)의 투자효과분석(投資效果分析) -제품(製品)의 불량률변동(不良率變動)의 통계적(統計的) 고찰(考察)을 중심(中心)으로-)

  • Kim, Dong-Jin;An, Ung-Hwan
    • Journal of Korean Society for Quality Management
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    • v.18 no.1
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    • pp.84-95
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    • 1990
  • The objective of this study is to understand the effect of measurement-related investment. That is, this study aims at verifying the correlation between the measurement-related investment and inferiority rate of products by statistical analysis. The samples of this study are 376 industrial companies in Korea, and the research data was analysed on inferiority state of industrial companies with a measurement standard laboratory. The analysis was made by the elementary statistics, the correlation analysis and the regression analysis. The results are summarized as follows : First, the inferioriy rate of the industrial companies with a measurement standard laboratory was relatively lower than that of the other companies without the laboratory by statistical significance. Second, the increment on measurement-related investment had a negative correlation with the increment of inferiority rate, and the increase of measurement-related investment showed decrease of the inferiority rate by regression analysis.

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Development of the Modified Preprocessing Method for Pipe Wall Thinning Data in Nuclear Power Plants (원자력 발전소 배관 감육 측정데이터의 개선된 전처리 방법 개발)

  • Seong-Bin Mun;Sang-Hoon Lee;Young-Jin Oh;Sung-Ryul Kim
    • Transactions of the Korean Society of Pressure Vessels and Piping
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    • v.19 no.2
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    • pp.146-154
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    • 2023
  • In nuclear power plants, ultrasonic test for pipe wall thickness measurement is used during periodic inspections to prevent pipe rupture due to pipe wall thinning. However, when measuring pipe wall thickness using ultrasonic test, a significant amount of measurement error occurs due to the on-site conditions of the nuclear power plant. If the maximum pipe wall thinning rate is decided by the measured pipe wall thickness containing a significant error, the pipe wall thinning rate data have significant uncertainty and systematic overestimation. This study proposes preprocessing of pipe wall thinning measurement data using support vector machine regression algorithm. By using support vector machine, pipe wall thinning measurement data can be smoothened and accordingly uncertainty and systematic overestimation of the estimated pipe wall thinning rate data can be reduced.

Effect of Diaphragm Thickness on Regression Rate Improvement in Hybrid Rocket Motor (다이아프램 두께 변화에 따른 하이브리드 로켓의 후퇴율 향상에 관한 연구)

  • Ryu, Sung-Hoon;Oh, Ji-Sung;Moon, Keun-Hwan;Kim, Hak-Chul;Moon, Hee-Jang;Kim, Jin-Kon
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.23 no.4
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    • pp.1-5
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    • 2015
  • In this work, a study was conducted to investigate the effect of diaphragm thickness on the regression rate of the hybrid rocket motor. To observe the flow pattern and the recirculation zone, visualizations of combustion chambers with different diaphragm thickness (5mm, 10mm) were performed. It was found that the case with 5 mm thickness had a larger recirculation zone and therefore, had a higher regression rate than the case with 10mm thickness due to the increased residence time and heat transfer toward the fuel surface. Finally, it was concluded that the thickness of diaphragm can be a critical parameter for the enhancement of the regression rate.

A Study on the Measurement Technique for Local Regression rate of Solid fuel in Hybrid rocket (하이브리드 로켓 연료의 국부 후퇴율 측정기법에 관한 연구)

  • Cho, Jung-Tae;Kim, Gi-Hun;Woo, Kyoung-Jin;Kim, Soo-Jong;Lee, Jung-Pyo;Kim, Hak-Chul;Sung, Hong-Gye;Moon, Hee-Jang;Kim, Jin-Kon
    • Proceedings of the Korean Society of Propulsion Engineers Conference
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    • 2009.05a
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    • pp.243-246
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    • 2009
  • The axial local regression rate of solid fuel of hybrid rocket is one of important parameter for a design and performance. Steeping method is simple and measure a corrcet regression rate of axial direction not being relevant to a shape of fuel and physical characteristics. In this study, the problem of other measuring equipment was improved and this linear steeping method is provide higher accuracy than the other.

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Combustion Experiment Measurement Uncertainty for Hybrid Rocket Motor (하이브리드 로켓 모터에 대한 연소 실험 측정 불확도)

  • Kim, Soo-Jong;Moon, Hee-Jang;Kim, Jin-Kon
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.19 no.1
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    • pp.7-14
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    • 2011
  • In this study, the measurement uncertainty of combustion experimental system and experimental parameters for hybrid rocket were evaluated by B type evaluation method. The measurement uncertainty of all experimental parameters was lower than 3%. The highest value of expanded uncertainty was characteristic velocity efficiency with 2.83% and the expanded uncertainty of regression rate which is the design and performance parameter was indicated to 0.03%. These results shown that the reliability of hybrid combustion system was located within allowed limits.

A Study on Developing Crowding Measurement Tools for Foodservice Corporations (외식기업 혼잡 만족 측정 도구 개발에 관한 연구)

  • Jeon, Hyu-Jin;Yang, Tai-Seok
    • Culinary science and hospitality research
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    • v.12 no.2 s.29
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    • pp.1-17
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    • 2006
  • This study is to develop a viable measurement tool of crowdedness in restaurants. First, to measure customer’s awareness of crowdedness related to each different environmental factor in a restaurant, 49 factors of crowdedness awareness were selected based on the previous studies and then properties of each factor affecting customer’s satisfaction for crowdedness were analyzed. To analyze effects of each factor upon the satisfaction rate, a Multiple Regression Analysis was conducted with the crowdedness awareness as an independent variable and satisfaction of crowdedness as a dependent variable. The results showed that when an analysis of the environmental factors in the crowdedness awareness was conducted in an effort to develop a measurement tool of crowdedness awareness in restaurants, that would be fit for the domestic food service market, based upon 49 factors of restaurant environment. Focusing on expectation and satisfaction rate, it was found that rating the satisfaction level would be a much more effective tool to measure crowdedness awareness because satisfaction rate appeared to be more closely related to the awareness than the results obtained from the Multiple Regression Analysis with a difference between expectation and satisfaction scores as an independent variable.

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Change of FVC, $FEV_1$ after Discontinuance of Bronchodilator in Coal Workers' Pneumoconiosis Patients (탄광부진폐증 환자에서 기관지확장제 투여 중단 후의 노력성폐활량 및 일초폐활량의 변화)

  • Cheon, Yong-Hee
    • Journal of Preventive Medicine and Public Health
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    • v.21 no.2 s.24
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    • pp.245-250
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    • 1988
  • For the evaluation of change of FVC and $FEV_1$ after discontinuance of bronchodilator in the coal workers' pneumoconiosis patients, 17 pairs of patients were selected. They were matched by the age(${\pm}5$ y.o.) and the type of ventilatory impairment. Pulmonary function was measured 2 times bimonthly before and after the drug discontinuance discontinued after measurement of PFT for 2 times. In case group the bronchodilator was discontinued after measurement of PFT for 2 times. In control group there was no interruption of medication. FVC, $FEV_1$ decreased in both group as measurement progress. Simple linear regression coefficients against the month of measurement were calculated in both group and tested for parallelism between two groups. The results of test revealed that both regression coefficients were parallel. So in conclusively, discontinuance of medication of bronchodilator for coal workers pneumoconiosis patients has no effect on the decreasing rate of FVC, $FEV_1$.

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Uncertainty Estimation Model for Heat Rate of Turbine Cycle (터빈 사이클 열소비율 정확도 추정 모델)

  • Choi, Ki-Sang;Kim, Seong-Kun;Choi, Kwang-Hee
    • Proceedings of the KSME Conference
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    • 2004.11a
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    • pp.1721-1726
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    • 2004
  • Heat rate is a representative index to estimate the performance of turbine cycle in nuclear power plant. Accuracy of heat rate calculation is dependent on the accuracy of measurement for plant status variables. Uncertainty of heat rate can be modeled using uncertainty propagation model. We developed practical estimation model of heat rate uncertainty using the propagation and regression model. The uncertainty model is used in the performance analysis system developed for the operating nuclear power plant.

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Analysis on the Economic Effects of Calibration for Measurement Instrument in Korean Industry (우리나라 산업(産業)의 측정기기에 대한 교정검사실시효과분석(較正檢査實施效果分析))

  • Kim, Dong-Jin;Choe, Jong-Hu;An, Ung-Hwan
    • Journal of Korean Society for Quality Management
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    • v.19 no.1
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    • pp.83-94
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    • 1991
  • The purpose of this study is to analyze the economic efficiency of the investment for calibrating measurement instruments in manufacturing industries, and to propose the administration scheme of measurement instruments. To investigate the efficieny of calibration, we estimate a multiple regression model composed of variables - product inferiority-rate, calibration rate, etc-, and verify fitness of the model. According to the statistical analysis by LOGIT method, a forecasting model of product inferiority-rate with calibration-related variables is proposed, and its validity is investigated.

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Measurement of Atmospheric PCDD/Fs Concentrations Using Polyurethane Foam Disk Passive Air Samplers (폴리우레탄 폼 수동형 공기시료채취기를 이용한 대기 중 다이옥신/퓨란 농도 측정)

  • Kim, Taewook;Chun, Man-Young
    • Journal of Environmental Health Sciences
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    • v.42 no.2
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    • pp.102-111
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    • 2016
  • Objectives: This study was conducted to evaluate the use of polyurethane foam disk passive air samplers (PUF PAS) for better measurement of atmospheric polychlorinared dibenzo-p-dioxins/furans (PCDD/Fs) concentrations compared to PUF PAS combined with high volume air samplers (HVS). Methods: Air samples were collected by a low volume air sampler (LVS) and PUF PAS. A total of two pairs were continuously collected for six months, but the PUF was replaced every two months. Results: A good correlation was shown ($R^2=0.8595$, p<0.0001) between atmospheric PCDD/Fs concentration measured by the LVS and PUF PAS. The average air sampling rate ($1.5m^3/day-sampler$) of all PCDD/Fs congeners showed a middle of the means which were measured using a HVS by other researchers in different cities. In addition, the air sampling rates of the LVS for each congener made less difference than did those of the HVS. Conclusion: It was found that measurements using the LVS were less influenced by atmospheric peak PCDD/Fs concentrations. However, trace POPs such as PCDD/Fs may involve relatively large analytical errors in measurement, and as a result the air sampling rate of the respective PCDD/Fs isomer is also likely to involve errors. The method of using a regression straight line between the concentrations obtained from the LVS and those from the PUF PAS was judged higher than the method using the air sampling rate, since the former compensated for the experimental errors in the process of evaluation of atmospheric PCDD/F concentrations using the PUF PAS.