• 제목/요약/키워드: Quantification analysis

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비 집중.집중 상태에 따른 청각 유발 전위의 반복 정량 분석 (Recurrence Quantification Analysis of Auditory Evoked Related Potential in Inattention and Attention)

  • 김혜진;유선국;이병채
    • 감성과학
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    • 제16권4호
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    • pp.503-508
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    • 2013
  • 본 연구에서는 집중력이 중요한 학령기 아동을 대상으로 '비 집중 상태'와 '집중 상태'에 대한 뇌파의 차이를 분석하기 위해 비선형 해석 방법의 하나인 반복 정량 분석(Recurrence Quantification Analysis, RQA)을 이용하였다. 건강한 아동 21명(남성 12명, 여성 9명)을 대상으로, 청각 자극이 나오는 시점 전 500msec를 '비 집중상태' 자극 후 500msec를 '집중 상태'로 실험을 진행하였다. 실험결과 반복 정량 분석의 파라미터 값은 '비 집중 상태'보다 '집중 상태'가 큰 것을 확인하였다(p < 0.05). 또한, 상태에 따른 유발 전위의 반복궤적과 색상 반복궤적을 도식화하여 비선형 특성을 확인하였고, '비 집중 상태'보다 '집중 상태'일 때 뇌가 복잡한 특징을 나타내는 것을 알 수 있었다. 본 실험을 통하여 청각 자극에 대한 비 집중 집중 시 뇌의 비선형 특성을 반복 정량 분석을 통해 해석할 가능성을 확인하였다.

Application of Dynamic Probabilistic Safety Assessment Approach for Accident Sequence Precursor Analysis: Case Study for Steam Generator Tube Rupture

  • Lee, Hansul;Kim, Taewan;Heo, Gyunyoung
    • Nuclear Engineering and Technology
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    • 제49권2호
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    • pp.306-312
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    • 2017
  • The purpose of this research is to introduce the technical standard of accident sequence precursor (ASP) analysis, and to propose a case study using the dynamic-probabilistic safety assessment (D-PSA) approach. The D-PSA approach can aid in the determination of high-risk/low-frequency accident scenarios from all potential scenarios. It can also be used to investigate the dynamic interaction between the physical state and the actions of the operator in an accident situation for risk quantification. This approach lends significant potential for safety analysis. Furthermore, the D-PSA approach provides a more realistic risk assessment by minimizing assumptions used in the conventional PSA model so-called the static-PSA model, which are relatively static in comparison. We performed risk quantification of a steam generator tube rupture (SGTR) accident using the dynamic event tree (DET) methodology, which is the most widely used methodology in D-PSA. The risk quantification results of D-PSA and S-PSA are compared and evaluated. Suggestions and recommendations for using D-PSA are described in order to provide a technical perspective.

마그네슘-알루미늄(Mg-Al) 합금 분말의 염소이온 정량법의 비교에 관한 연구 (A Study on the Comparison of Chloride Ion Quantification Methods for Magnesium-Aluminum (Mg-Al) Alloy Powder)

  • 김윤환;최영선
    • 공업화학
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    • 제34권4호
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    • pp.450-454
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    • 2023
  • 플럭스 코어 아크 용접(flux cored arc welding, FCAW)에서 플럭스(flux)로 사용되는 합금 분말 내의 염소이온은 용접 금속의 비드 표면에 기공을 유발하여 불량을 유발하거나, 합금 분말에 잔류한 염소가 금속의 부식을 유발할 수 있다. 합금 분말의 염소이온 정량은 주로 연소-이온크로마토그래피법이 사용되나, 장비가 고가이며 고도의 전문성이 요구되는 한계가 있다. 따라서, 본 연구에서는 합금 분말의 염소이온 정량으로 주로 쓰이는 방법인 연소-이온크로마토그래피 법과 X-선 형광분석법, 그리고 전위차 적정법을 비교하여 현장에서 적용하기 쉽고 정확한 정량법을 찾고자 한다. 염소이온 정량의 대상으로는 플럭스로 가장 흔히 사용되는 마그네슘-알루미늄 합금 분말을 대상으로 한다. 본 연구의 결과를 통해, 전위차 적정법을 현장에서 합금 분말의 염소이온 정량에 적용할 수 있다.

수량화II류이론을 활용한 상수도관로의 안전성 평가 모델 개발 및 적용성 평가 연구 (A Study on the Development and Applicative Estimation of Safety Evaluation Model for Water Supply Pipelines using Quantification Theory Type II)

  • 김기범;신휘수;서지원;구자용
    • 상하수도학회지
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    • 제30권1호
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    • pp.59-67
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    • 2016
  • Owing to time and cost constraints, new methods that would make it possible to evaluate the safety of the water supply pipeline in a less time- and cost-consuming manner are urgently needed. In response to this exigency, the present study developed a new statistical model to assess the safety of the water supply pipeline using the quantification theory type II. In this research, the safety of the water supply pipeline was defined as 'a possibility of the pipeline failure'. Quantification analysis was conducted on the qualitative data, such as pipe material, coating, and buried condition. The results of analyses demonstrate that the hit ratio of the quantification function amounted to 77.8% of hit ratio, which was a fair value. In addition, all variables that were included in the quantification function were logically valid and demonstrated statistically significant. According to the results derived from the application of the safety evaluation model, the coefficient of determination ($R^2$) between K-region's water supply pipeline safety and the safety inspection amounted to 0.80. Therefore, these findings provide meaningful insight for the measured values in real applications of the model. The results of the present study can also be meaningfully used in further research on safety evaluation of pipelines, establishing of renewal prioritization, as well as asset management planning of the water supply infrastructure.

LC-MS/MS와 GC-MS를 이용한 세신 추출물 중 7종 성분의 함량분석 (Quantitative Analysis of the Seven Marker Components in Asarum sieboldii using the LC-MS/MS and GC-MS)

  • 서창섭;신현규
    • 생약학회지
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    • 제44권4호
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    • pp.350-361
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    • 2013
  • Asarum sieboldii has been used for treatment of fever, pain, common cold, and chronic sinusitis in Korea. In this study, we performed quantification analysis of seven major constituents including aristolochic acid I, aristolochic acid II, ${\alpha}$-asarone, ${\beta}$-asarone, elemicin, methyl eugenol, and safrole in the 70% ethanol extract of Asarum sieboldii and its solvent fractions, n-hexane, ethylacetate, n-butanol, and water ones using a ultra-performance liquid chromatography-electrospray ionization-mass spectrometer(UPLC-ESI-MS) and gas chromatography-mass spectrometer(GC-MS). Regression equations of seven components were acquired with $r^2$ values >0.99. The values of limit of detection(LOD) and quantification(LOQ) were 0.1-3.9 ng/mL and 0.3-11.7 mg/mL, respectively. The amount of the seven compounds in Asarum sieboldii were not detected -143.66 mg/g. The established LC-MS/MS and GC-MS methods will be helpful to improve quality control of Asarum sieboldii.

퍼지모델을 이용한 인적오류확률의 타당성 검증 (A Validity Verification of Human Error Probability using a Fuzzy Model)

  • 장통일;이용희;임현교
    • 한국안전학회지
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    • 제21권3호
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    • pp.137-142
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    • 2006
  • Quantification of error possibility, in an HRA process, should be performed so that the result of the qualitative analysis can be utilized in other areas in conjunction with overall safety estimation results. And also, the quantification is an essential process to analyze the error possibility in detail and to obtain countermeasures for the errors through screening procedures. In previous studies for the quantification of error possibility, nominal values were assigned by the experts' judgements and utilized as corresponding probabilities. The values assigned by experts' experiences and judgements, however, require verifications on their reliability. In this study, the validity of new error possibility values in new MCR design was verified by using the Onisawa's model which utilizes fuzzy linguistic values to estimate human error probabilities. With the model of error probabilities are represented as analyst's estimations and natural language expression instead of numerical values. As results, the experts' estimation values about error probabilities are well agreed to the existing error probability estimation model. Thus, it was concluded that the occurrence probabilities of errors derived from the human error analysis process can be assessed by nominal values suggested in the previous studies. It is also expected that our analysis method can supplement the conventional HRA method because the nominal values are based on the consideration of various influencing factors such as PSFs.

Quantification of $Cu(In_xGa_{1-x})Se_2$ Solar Cell by SIMS

  • Jang, Jong-Shik;Hwang, Hye-Hyen;Kang, Hee-Jae;Min, Hyung-Sik;Han, Myung-Sub;Suh, Jung-Ki;Cho, Kyung-Haeng;Chung, Yong-Duck;Kim, Je-Ha;Kim, Kyung-Joong
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2012년도 제42회 동계 정기 학술대회 초록집
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    • pp.275-275
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    • 2012
  • The relative composition of $Cu(InGa)Se_2$ solar cells is one of the most important measurement issues. However, quantitative analysis of multi-component alloy films is difficult by surface analysis methods due to severe matrix effect. In this study, quantitative depth profiling analysis of CIGS films was investigated by secondary ion mass spectrometry (SIMS). The compositions were measured by SIMS using the alloy reference relative sensitivity factors derived from the certified compositions and the total counting numbers of each element. The compositions measured by SIMS were linearly proportional to those by inductively coupled plasma-mass spectrometry (ICP-MS) using isotope dilution method. In this study, the quantification measured by ICP-MS method is compared with the composition calculated by SIMS depth profiles with AR-RSFs obtained from the reference. The SIMS depth profile of CIGS thin films according to the manufacturing condition was converted into compositional depth profile.

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ANALYSIS OF UNCERTAINTY QUANTIFICATION METHOD BY COMPARING MONTE-CARLO METHOD AND WILKS' FORMULA

  • Lee, Seung Wook;Chung, Bub Dong;Bang, Young-Seok;Bae, Sung Won
    • Nuclear Engineering and Technology
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    • 제46권4호
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    • pp.481-488
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    • 2014
  • An analysis of the uncertainty quantification related to LBLOCA using the Monte-Carlo calculation has been performed and compared with the tolerance level determined by the Wilks' formula. The uncertainty range and distribution of each input parameter associated with the LOCA phenomena were determined based on previous PIRT results and documentation during the BEMUSE project. Calulations were conducted on 3,500 cases within a 2-week CPU time on a 14-PC cluster system. The Monte-Carlo exercise shows that the 95% upper limit PCT value can be obtained well, with a 95% confidence level using the Wilks' formula, although we have to endure a 5% risk of PCT under-prediction. The results also show that the statistical fluctuation of the limit value using Wilks' first-order is as large as the uncertainty value itself. It is therefore desirable to increase the order of the Wilks' formula to be higher than the second-order to estimate the reliable safety margin of the design features. It is also shown that, with its ever increasing computational capability, the Monte-Carlo method is accessible for a nuclear power plant safety analysis within a realistic time frame.

Uncertainty quantification in decay heat calculation of spent nuclear fuel by STREAM/RAST-K

  • Jang, Jaerim;Kong, Chidong;Ebiwonjumi, Bamidele;Cherezov, Alexey;Jo, Yunki;Lee, Deokjung
    • Nuclear Engineering and Technology
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    • 제53권9호
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    • pp.2803-2815
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    • 2021
  • This paper addresses the uncertainty quantification and sensitivity analysis of a depleted light-water fuel assembly of the Turkey Point-3 benchmark. The uncertainty of the fuel assembly decay heat and isotopic densities is quantified with respect to three different groups of diverse parameters: nuclear data, assembly design, and reactor core operation. The uncertainty propagation is conducted using a two-step analysis code system comprising the lattice code STREAM, nodal code RAST-K, and spent nuclear fuel module SNF through the random sampling of microscopic cross-sections, fuel rod sizes, number densities, reactor core total power, and temperature distributions. Overall, the statistical analysis of the calculated samples demonstrates that the decay heat uncertainty decreases with the cooling time. The nuclear data and assembly design parameters are proven to be the largest contributors to the decay heat uncertainty, whereas the reactor core power and inlet coolant temperature have a minor effect. The majority of the decay heat uncertainties are delivered by a small number of isotopes such as 241Am, 137Ba, 244Cm, 238Pu, and 90Y.

Uncertainty quantification based on similarity analysis of reactor physics benchmark experiments for SFR using TRU metallic fuel

  • YuGwon Jo;Jaewoon Yoo;Jong-Hyuk Won;Jae-Yong Lim
    • Nuclear Engineering and Technology
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    • 제56권9호
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    • pp.3626-3643
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    • 2024
  • One of the issues in the development of the sodium-cooled fast reactor (SFR) using transuranic (TRU) metallic fuel is the absence of criticality benchmark experiment that faithfully mocks up the nuclear characteristics of the target design for validation of the reactor core design code and its uncertainty quantification (UQ). This study aims to quantify the criticality uncertainty of a typical TRU burner with metallic fuel by using the standard upper safety limit (USL) estimation framework based on the similarity analysis of existing benchmark experiments but elaborated in two aspects:1) application of two-sided rather than one-sided tolerance interval and 2) inclusion of additional uncertainty to account for fission products and minor actinides not included in the benchmark experiments. To conduct the similarity analysis and evaluate the nuclear-data induced uncertainty, existing, well-verified computing codes were integrated, including the nuclear data sampling code SANDY, the nuclear data processing code NJOY, and the continuous-energy Monte Carlo code McCARD. Finally, using the SFR benchmark database comprising both publicly available and proprietary benchmark experiments, the criticality uncertainty of the TRU core model with metallic fuel was evaluated.