• Title/Summary/Keyword: statistical response evaluation

Search Result 163, Processing Time 0.024 seconds

Dynamic Response based System Reliability Analysis of Structure with Passive Damper - Part 2: Assessment of System Failure Probability (수동형 댐퍼를 장착한 구조물의 동적응답기반 신뢰성 해석 - 제2편: 시스템 파괴확률 산정)

  • Kim, Seung-Min;Ok, Seung-Yong
    • Journal of the Korean Society of Safety
    • /
    • v.31 no.5
    • /
    • pp.95-101
    • /
    • 2016
  • This study proposes a multi-scale dynamic system reliability analysis of control system as a method of quantitative evaluation of its performance in probabilistic terms. In this second paper, we discuss the control effect of the viscous damper on the seismic performance of the structure-level failure. Since the failure of one structural member does not necessarily cause the collapse of the structural system, we need to consider a set of failure scenarios of the structural system and compute the sum of the failure probabilities of the failure scenarios where the statistical dependence between the failure scenarios should be taken into account. Therefore, this computation requires additional system reliability analysis. As a result, the proposed approach takes a hierarchial framework where the failure probability of a structural member is computed using a lower-scale system reliability with the union set of time-sequential member failures and their statistical dependence, and the failure probability of the structural system is again computed using a higher-scale system reliability with the member failure probabilities obtained by the lower-scale system reliability and their statistical dependence. Numerical results demonstrate that the proposed approach can provide an accurate and stable reliability assessment of the control performance of the viscous damper system on the system failure. Also, the parametric study of damper capacity on the seismic performance has been performed to demonstrate the applicability of the proposed approach through the probabilistic assessment of the seismic performance improvement of the damper system.

Estimation of Genetic Variance and Covariance Components for Litter Size and Litter Weight in Danish Landrace Swine Using a Multivariate Mixed Model

  • Wang, C.D.;Lee, C.
    • Asian-Australasian Journal of Animal Sciences
    • /
    • v.12 no.7
    • /
    • pp.1015-1018
    • /
    • 1999
  • Single trait mixed models have been dominantly utilized for genetic evaluation of the reproductive traits in swine. However employing multiple trait approach may lead to more accurate genetic evaluations. For 5 litter size and litter weight traits of Danish Landrace, genetic parameters were estimated with a multiple trait mixed model. The heritability estimates were 0.02, 0.03, 0.03, 0.05, and 0.07, respectively for litter size at birth, litter size born alive, litter weight at birth, litter size at weaning, and litter weight at weaning. Negative genetic correlations were all positive. The litter weight at birth showed genetic antagonism with litter size born alive (-0.65) and litter size at weaning (-0.31), but positive with litter size at birth (0.47) and litter weight at weaning (0.31). The estimates of environmental correlations were larger than their corresponding genetic correlation estimates except for those between litter weight at birth and the other four traits. This study recommends simultaneous selection for two or more traits with multivariate mixed models in order to improve overall economic response.

The Level of Mother-Child Emotional Availability by Narrative Responses Profile Types of Their Preschool Children (유아의 나레이티브 반응 프로파일 유형별 어머니-유아의 정서적 가용성)

  • Min, Hyun-Suk;Lee, Young
    • Journal of the Korean Home Economics Association
    • /
    • v.48 no.8
    • /
    • pp.1-12
    • /
    • 2010
  • The purpose of this study was to explore and examine the relationship between mother-child emotional availability and preschoolers' story stem narrative response. Eighty two 4-year-old preschoolers and their mothers participated in this study. This study used the following translated evaluation tools: Emotional Availability Scales(EA, 3rd edition) designed by Biringen and colleagues(1998) to examine the quality of the emotional relationship between mother and her child, and the MacArthur Story Stem Battery(MSSB) developed by Bretherton and colleagues with the MacArthur Narrative Group(1990) to measure preschoolers' narrative responses. The following statistical analyses were preformed descriptive, cluster analysis, and One-way ANOVA. The findings were as follows: First, 4 clusters of the narrative responses of 4-year-old preschoolers were prosocial story tellers, avoidant/dysregulated story tellers, constrained story tellers, and anxious story tellers. Second, the preschoolers in the prosocial cluster showed a high level of mother-child emotional availability and the preschoolers in the avoidant/dysregulated cluster showed a low level of mother-child emotional availability.

Least Cost and Optimum Mixing Programming by Yulmu Mixture Noddle (율무국수를 이용한 최소가격/최적배합 프로그래밍)

  • Kim, Sang-Soo;Kim, Byung-Yong;Hahm, Young-Tae;Shin, Dong-Hoon
    • Korean Journal of Food Science and Technology
    • /
    • v.31 no.2
    • /
    • pp.385-390
    • /
    • 1999
  • Noodle was made using a combination of yulmu, wheat and water through mixture design. Statistical models of yulmu noodle were shown by analysing tensile stress and color $(L^{*})$, and sensory evaluation with other constraints. Analysing the linear and non-linear model, the linearity in the values of tensile stress, lightness $(L^{*})$ and sensory evaluation showed that each component worked separately without interactions. In studying the component effect on the response by trace plot, the result indicated that the increase in the amount of yulmu enhanced tensile stress of noodle while degrading $L^{*}$ value and sensory evaluation score. In the range of satisfying the conditions of noodle in every tensile stress, $L^{*}$ value and sensory evaluation point, the optimum mixture ratio of yulmu : wheat : water was 2.27% : 66.28% : 28.45% based on least cost linear programming. In this calculation, the least cost was 9.924 and estimated potential results of the response for tensile stress was 2.234 N and those for $L^{*}$ was 82.39. Finally, the potential response results affected by mixture ratio of yulmu, wheat and water were screened using Excel.

  • PDF

Using frequency response function and wave propagation for locating damage in plates

  • Quek, Ser-Tong;Tua, Puat-Siong
    • Smart Structures and Systems
    • /
    • v.4 no.3
    • /
    • pp.343-365
    • /
    • 2008
  • In this study, the frequency domain method which utilizes the evaluation of changes in the structural mode shape is adopted to identify regions which contain localized damages. Frequency response function (FRF) values corresponding to the modal frequency, analogous to the mode shape coefficients, are used since change in natural frequency of the system is usually insignificant for localized damage. This method requires only few sensors to obtain the dynamic response of the structure at specific locations to determine the FRF via fast-Fourier transform (FFT). Numerical examples of an aluminum plate, which includes damages of varying severity, locations and combinations of multiple locations, are presented to demonstrate the feasibility of the method. An experimental verification of the method is also done using an aluminum plate with two different degrees of damage, namely a half-through notch and a through notch. The inconsistency in attaining the FRF values for practical applications due to varying impact load may be overcome via statistical averaging, although large variations in the loading in terms of the contact duration should still be avoided. Nonetheless, this method needs special attention when the damages induce notable changes in the modal frequency, such as when the damages are of high severity or cover more extensive area or near the boundary where the support condition is modified. This is largely due to the significant decrease in the frequency term compared to the increase in the vibration amplitude. For practical reasons such as the use of limited number of sensors and to facilitate automation, extending the resolution of this method of identification may not be efficient. Hence, methods based on wave propagation can be employed as a complement on the isolated region to provide an accurate localization as well as to trace the geometry of the damage.

Optimization of Maillard Reaction in Model System of Glucosamine and Cysteine Using Response Surface Methodology

  • Arachchi, Shanika Jeewantha Thewarapperuma;Kim, Ye-Joo;Kim, Dae-Wook;Oh, Sang-Chul;Lee, Yang-Bong
    • Preventive Nutrition and Food Science
    • /
    • v.22 no.1
    • /
    • pp.37-44
    • /
    • 2017
  • Sulfur-containing amino acids play important roles in good flavor generation in Maillard reaction of non-enzymatic browning, so aqueous model systems of glucosamine and cysteine were studied to investigate the effects of reaction temperature, initial pH, reaction time, and concentration ratio of glucosamine and cysteine. Response surface methodology was applied to optimize the independent reaction parameters of cysteine and glucosamine in Maillard reaction. Box-Behnken factorial design was used with 30 runs of 16 factorial levels, 8 axial levels and 6 central levels. The degree of Maillard reaction was determined by reading absorption at 425 nm in a spectrophotometer and Hunter's L, a, and b values. ${\Delta}E$ was consequently set as the fifth response factor. In the statistical analyses, determination coefficients ($R^2$) for their absorbance, Hunter's L, a, b values, and ${\Delta}E$ were 0.94, 0.79, 0.73, 0.96, and 0.79, respectively, showing that the absorbance and Hunter's b value were good dependent variables for this model system. The optimum processing parameters were determined to yield glucosamine-cysteine Maillard reaction product with higher absorbance and higher colour change. The optimum estimated absorbance was achieved at the condition of initial pH 8.0, $111^{\circ}C$ reaction temperature, 2.47 h reaction time, and 1.30 concentration ratio. The optimum condition for colour change measured by Hunter's b value was 2.41 h reaction time, $114^{\circ}C$ reaction temperature, initial pH 8.3, and 1.26 concentration ratio. These results can provide the basic information for Maillard reaction of aqueous model system between glucosamine and cysteine.

A Consideration about Online Ratings in Internet Shopping Malls (인터넷 쇼핑몰에서 고객의 상품평점에 대한 소고)

  • Jang, Dae-Heung
    • The Korean Journal of Applied Statistics
    • /
    • v.22 no.2
    • /
    • pp.309-315
    • /
    • 2009
  • The degree of the impression about a special commodity in the internet shopping malls depends on the evaluation and the corresponding rating of customers who purchased and used this commodity. We can find the problems in online ratings system of Korean internet shopping malls and suggest the simple solutions.

Assessing Impact of Reduction of Non-Point Source Pollution by BASINS/HSPF (HSPF를 이용한 비점오염원 삭감에 따른 효과 분석)

  • Bae, Dae-Hye;Ha, Sung-Ryong
    • Journal of Environmental Impact Assessment
    • /
    • v.20 no.1
    • /
    • pp.71-78
    • /
    • 2011
  • This paper aims to assessing impact of reduction of non-point source pollution in the Bokha Stream watershed. The BASINS/HSPF model was calibrated and verified for water flow and water qualities using Total Maximum Daily Load 8days data from 2006 to 2007. Accuracy of the BASINS/HSPF models in simulating hydrology and water quality was compared and there were somewhat differences of statistical results, but water flow and water quality were simulated in good conditions over the study period. The applicability of models was tested to evaluate non-point source control scenarios to response hydrology and water quality in the Bokha stream using various measures which include BMPs approach and change of landuse. The evaluation of reduction of non-point source pollution was developed using load-duration curve. Despite strong reduction of non-point source, there are not satiated target quality at low flow season.

The Sound Quality Analysis of Environmental noise by Jury Testing (주관평가 방법에 의한 환경소음 음질평가)

  • 조경숙;허덕재;조연
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
    • /
    • 2004.05a
    • /
    • pp.712-717
    • /
    • 2004
  • Recently, the concern for the environmental noise has increased due to the growing of the living standard. The environmental noise regulations based on the equivalent noise level are widely used. However, the noise level, which Is based mainly on the magnitude with A-weighting, the important characteristics of noises in frequency and time domains and the impulsive nature cannot be assessed properly. These can have substantial effects on how human respond to noise. Therefore, the noise evaluation methodology based on the sound quality rather than the equivalent noise level can be more suitable to represent human response to the environmental noise. This paper describes the study on environmental noise quality analysis for various noises. A cluster analysis was carried out and the noises were classified into several clusters using the values of sound quality metrics. The classification was confirmed by comparing time and frequency characteristics of the noises. And then the result of Jury testing was analysis.

  • PDF

A Cognitive Evaluation of Hand Switch Layouts in the Main Control Board of Nuclear Power Plants (원자력 발전소 주 제어반의 제어 스위치 배치에 대한 인지적 수행도 평가)

  • Byun, Seong-Nam;Lee, Dong-Hoon
    • Journal of Korean Institute of Industrial Engineers
    • /
    • v.26 no.2
    • /
    • pp.136-145
    • /
    • 2000
  • The objective of this study is to evaluate the human performance relating to the layouts of the two different hand switch types with two and three buttons in the nuclear power plants. Using a computer simulation, the cognitive performance for the hand switch layouts was measured on the basis of response and task completion times. Comparative analyses were performed with three different layouts representing the current switch arrangements in the Yonggwang nuclear plants 5 and 6 and Ulchin 3 and 4, respectively. Statistical analyses revealed that the performance of the two-buttoned switch layouts was found to be better than those of the three-buttoned switch. Furthermore, the superiority of the two-buttoned switch type is consistent regardless of various layout types. These results imply that the difference of the cognitive performance can be attributable to the switch types rather than to the switch layouts. Therefore, from the cognitive perspective, the two-buttoned switch type is recommended for future power nuclear plants.

  • PDF