• 제목/요약/키워드: Non-monotonic trend

검색결과 20건 처리시간 0.018초

복합 추세를 가지는 수리가능 시스템의 고장 데이터 모형화에 관한 연구 (Research for Modeling the Failure Data for a Repairable System with Non-monotonic Trend)

  • 문병민;배석주
    • 한국신뢰성학회지:신뢰성응용연구
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    • 제9권2호
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    • pp.121-130
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    • 2009
  • The power law process model the Rate of occurrence of failures(ROCOF) with monotonic trend during the operating time. However, the power law process is inappropriate when a non-monotonic trend in the failure data is observed. In this paper we deals with the reliability modeling of the failure process of large and complex repairable system whose rate of occurrence of failures shows the non-monotonic trend. We suggest a sectional model and a change-point test based on the Schwarz information criterion(SIC) to describe the non-monotonic trend. Maximum likelihood is also suggested to estimate parameters of sectional model. The suggested methods are applied to field data from an repairable system.

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시변동의 동질성 증가에 의한 비단조적 시계열자료의 경향성 탐지력 향상 (Improved Trend Estimation of Non-monotonic Time Series Through Increased Homogeneity in Direction of Time-variation)

  • 오경두;박수연;이순철;전병호;안원식
    • 한국수자원학회논문집
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    • 제38권8호
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    • pp.617-629
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    • 2005
  • 본 논문은 비단조적으로 변동하는 시계열자료를 단조적으로 변화하는 구간으로 분할하여 경향성을 분석함으로써 자료의 시변동에 대한 동질성을 향상시키고 그에 따라 경향성 분석기법의 탐지력을 향상시킬 수 있다는 가설을 전제로 하고 있다. 이를 검토하기 위한 기법으로서 시계열자료의 변동경향을 파악하기 위한 필터링 방법으로 LOWESS smoothing을 적용하였고, 시계열자료의 경향성분석은 seasonal Kendall test를 적용하였다. 인위적으로 발생시킨 시계열자료와 대청호의 수온, 유량, 기온, 일사량 등의 시계열자료를 대상으로 검토한 결과 비단조적인 변화를 보이는 시계열자료를 단조적인 변화구간으로 분할하여 경향성을 분석함으로써 자료의 변동 경향성과 기울기 판정의 정확도를 높일 수 있었다. 그리고, 자료의 시변동에 대한 동질성 향상은 계절 변동성의 동질성에 대한 변화를 보다 정확하게 분석하는데 도움을 주는 것으로 보였으며 이것은 자연현상에 대한 인간활동의 영향을 고찰할 수 있는 자료로서 앞으로 이에 대한 연구가 더 필요할 것으로 보인다. 본 논문에서 제시한 방법은 시계열자료의 단조적인 경향성을 분석하는 기법들에 대해 적용 가능하며, 이를 통하여 환경변화의 경향성에 대한 보다 정확한 분석과 판단이 가능해질 것으로 기대한다.

Energy absorption of fibrous self compacting reinforced concrete system

  • Senthil, K.;Satyanarayanan, K.S.;Rupali, S.
    • Advances in concrete construction
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    • 제4권1호
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    • pp.37-47
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    • 2016
  • The objective of the present work is to evaluate the influence of two different methods of improving the ductility of Reinforced Concrete Frames and their influence on the full range behavior of the frames with M40 grade of concrete. For this purpose one fourth scale reinforced concrete square frames are experimentally tested subjected to static cyclic loading for three cases and monotonic loading for one case. The parameters are varied as method introducing ductility to the frame viz. (i) by using conventional concrete (ii) adding 1% of steel fibres by volume of concrete at hinging zones (iii) using self-compacting concrete with fibres at hinging zones. The energy absorption by ductile and non-ductile frames has been compared. The behavior of frames tested under cyclic loading have revealed that there is a positive trend in improvement of ductility of frames when fibrous concrete is used along with self-compacting concrete.

$H_2$/CO 합성가스 비예혼합 난류 제트화염에서 부착화염의 화염안정화 (Stability of Attached Flame in $H_2$/CO Syngas Non-premixed Turbulent Jet Flame)

  • 황정재;;손기태;윤영빈
    • 한국연소학회지
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    • 제17권1호
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    • pp.22-29
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    • 2012
  • The detachment stability characteristics of syngas $H_2$/CO jet attached flames were studied. The flame stability was observed while varying the syngas fuel composition, coaxial nozzle diameter and fuel nozzle rim thickness. The detachment stability limit of the syngas single jet flame was found to decrease with increasing mole fraction of carbon monoxide in the fuel. In hydrogen jet flames with coaxial air, the flame detachment stability was found to be independent of the coaxial nozzle diameter. However, velocities of appearance of liftoff and blowout velocities of lifted flames have dependence. At lower fuel velocity range, the critical coaxial air velocity leading to flame detachment increases with increasing fuel jet velocity, whereas at higher fuel velocity range, it decreases. This increasing-decreasing non-monotonic trend appears for all $H_2$/CO syngas compositions (50/50~100/0% $H_2$/CO). To qualitatively understand the flame behavior near the nozzle rim, $OH^*$ chemiluminescence imaging was performed near the detachment limit conditions. For all fuel compositions, local extinction on the rim is observed at lower fuel velocities(increasing stability region), while local flame extinction downstream of the rim is observed at higher fuel velocities(decreasing stability region). Maximum values of the non-monotonic trends appear to be identical when the fuel jet velocity is normalized by the critical fuel velocity obtained in the single jet cases.

곰페르츠형 형상모수에 근거한 소프트웨어 신뢰성모형에 대한 비교연구 (The Comparative Study based on Gompertz Software Reliability Model of Shape Parameter)

  • 신현철;김희철
    • 디지털산업정보학회논문지
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    • 제10권2호
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    • pp.29-36
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    • 2014
  • Finite failure NHPP software reliability models presented in the literature exhibit either constant, monotonic increasing or monotonic decreasing failure occurrence rates per fault. In this paper, proposes the Gompertz distribution reliability model, which made out efficiency application for software reliability. Algorithm to estimate the parameters used to maximum likelihood estimator and bisection method, model selection based on mean square error (MSE) and coefficient of determination$(R^2)$, for the sake of efficient model, was employed. Analysis of failure using real data set for the sake of proposing fixed shape parameter of the Gompertz distribution was employed. This analysis of failure data compared with the Gompertz distribution model of shape parameter. In order to insurance for the reliability of data, Laplace trend test was employed. In this study, the proposed Gompertz model is more efficient in terms of reliability in this area. Thus, Gompertz model can also be used as an alternative model. From this paper, software developers have to consider the growth model by prior knowledge of the software to identify failure modes which can was helped.

Non-monotonic Size Dependence of Electron Mobility in Indium Oxide Nanocrystals Thin Film Transistor

  • Pham, Hien Thu;Jeong, Hyun-Dam
    • Bulletin of the Korean Chemical Society
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    • 제35권8호
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    • pp.2505-2511
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    • 2014
  • Indium oxide nanocrystals ($In_2O_3$ NCs) with sizes of 5.5 nm-10 nm were synthesized by hot injection of the mixture precursors, indium acetate and oleic acid, into alcohol solution (1-octadecanol and 1-octadecence mixture). Field emission transmission electron microscopy (FE-TEM), High resolution X-Ray diffraction (X-ray), Nuclear magnetic resonance (NMR), and Fourier transform infrared spectroscopy (FT-IR) were employed to investigate the size, surface molecular structure, and crystallinity of the synthesized $In_2O_3$ NCs. When covered by oleic acid as a capping group, the $In_2O_3$ NCs had a high crystallinity with a cubic structure, demonstrating a narrow size distribution. A high mobility of $2.51cm^2/V{\cdot}s$ and an on/off current ratio of about $1.0{\times}10^3$ were observed with an $In_2O_3$ NCs thin film transistor (TFT) device, where the channel layer of $In_2O_3$ NCs thin films were formed by a solution process of spin coating, cured at a relatively low temperature, $350^{\circ}C$. A size-dependent, non-monotonic trend on electron mobility was distinctly observed: the electron mobility increased from $0.43cm^2/V{\cdot}s$ for NCs with a 5.5 nm diameter to $2.51cm^2/V{\cdot}s$ for NCs with a diameter of 7.1 nm, and then decreased for NCs larger than 7.1 nm. This phenomenon is clearly explained by the combination of a smaller number of hops, a decrease in charging energy, and a decrease in electronic coupling with the increasing NC size, where the crossover diameter is estimated to be 7.1 nm. The decrease in electronic coupling proved to be the decisive factor giving rise to the decrease in the mobility associated with increasing size in the larger NCs above the crossover diameter.

강도함수가 감소패턴을 따르는 NHPP 소프트웨어 신뢰모형에 관한 비교 연구 (A Comparative Study on Software Reliability Model for NHPP Intensity Function Following a Decreasing Pattern)

  • 김희철;김정범;문송철
    • Journal of Information Technology Applications and Management
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    • 제23권4호
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    • pp.117-125
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    • 2016
  • Software reliability in the software development process is an important issue. In infinite failure non-homogeneous Poisson process software reliability models, the failure occurrence rates per fault. can be presented constant, monotonic increasing or monotonic decreasing pattern. In this paper, the reliability software cost model considering decreasing intensity function was studied in the software product testing process. The decreasing intensity function that can be widely used in the field of reliability using power law process, log-linear processes and Musal-Okumoto process were studied and the parameter estimation method was used for maximum likelihood estimation. In this paper, from the software model analysis, we was compared by applying a software failure interval failure data considering the decreasing intensity function The decreasing intensity function model is also efficient in terms of reliability in the arena of the conservative model can be used as an alternating model can be established. From this paper, the software developers have to consider life distribution by preceding information of the software to classify failure modes which can be gifted to support.

로그형 평균값함수를 고려한 소프트웨어 신뢰성모형에 대한 비교연구 (A Comparative Study of Software Reliability Model Considering Log Type Mean Value Function)

  • 신현철;김희철
    • 디지털산업정보학회논문지
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    • 제10권4호
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    • pp.19-27
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    • 2014
  • Software reliability in the software development process is an important issue. Software process improvement helps in finishing with reliable software product. Infinite failure NHPP software reliability models presented in the literature exhibit either constant, monotonic increasing or monotonic decreasing failure occurrence rates per fault. In this paper, proposes the reliability model with log type mean value function (Musa-Okumoto and log power model), which made out efficiency application for software reliability. Algorithm to estimate the parameters used to maximum likelihood estimator and bisection method, model selection based on mean square error (MSE) and coefficient of determination($R^2$), for the sake of efficient model, was employed. Analysis of failure using real data set for the sake of proposing log type mean value function was employed. This analysis of failure data compared with log type mean value function. In order to insurance for the reliability of data, Laplace trend test was employed. In this study, the log type model is also efficient in terms of reliability because it (the coefficient of determination is 70% or more) in the field of the conventional model can be used as an alternative could be confirmed. From this paper, software developers have to consider the growth model by prior knowledge of the software to identify failure modes which can be able to help.

반사도 기법에 의한 비기하적 S* 및 P* 파의 합성 계산 (Synthetic Seismograms of Non-geometric S* and P* Waves Using the Reflectivity Method)

  • 홍동희;박창업
    • 자원환경지질
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    • 제23권4호
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    • pp.393-409
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    • 1990
  • 비기하적 $S^*$$P^*$파를 계산하고 그들의 특정적 성질을 추론하였다. 이들 파는 점진원의 불균질성 P파에 의해 매질의 자유표변 또는 두 매질사이의 접촉면에서 발생하여 매질 속을 균질성 S파 또는 P파로서 전파된다. 진원점과 수진점이 지표면이 아니라, 지하 깊이에 위치해 있을 때에도 계산이 가능하도록 만들어진 반사도 기법을 이용하여 이들 파의 합성지진파를 계산하였다. 이 계산과정에서 각 매질층에 대한 전파행렬식을 효과적으로 계산하는 방법을 제시하여 계산시간과 컴퓨터의 필요한 기억용량을 줄일 수 있도록 하였다. 계산된 합성지진파로부터 자유면에서 발생한 $S^*$파와, 매질 접촉면에서 발생한 반사 $S^*$파, 투과 $S^*$파 및 투과 $P^*$파에 대한 방사양상을 산출하였다. 여러 방사방향에 대한 이들 파동의 변위변화는 극의 반전, 진폭의 단순감쇠 빛 비단순변화등의 현상이 속도구조에 따라서 다르게 나타났다. 선두파 형식의 $S^*$$P^*$파에 대해서는 수진점 거리증가에 따른 진폭감쇠 정도를 유추하였다.

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Association between dietary omega-3 fatty acid intake and depression in postmenopausal women

  • Chae, Minjeong;Park, Kyong
    • Nutrition Research and Practice
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    • 제15권4호
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    • pp.468-478
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    • 2021
  • BACKGROUND/OBJECTIVES: This study aimed to analyze the association between dietary omega-3 fatty acid intake and depression in postmenopausal women using data from the Korea National Health and Nutrition Examination Survey (KNHANES) VI. SUBJECTS/METHODS: The KNHANES is a cross-sectional nationwide health and nutrition survey. Dietary data, including omega-3 fatty acids, were assessed using the 24-h recall method. Depression was evaluated using a survey questionnaire. The association between dietary omega-3 fatty acids and depression was evaluated using multivariate logistic regression analysis. Depression, according to the dietary omega-3 fatty acid intake, was expressed as the odds ratio (OR) with a 95% confidence interval (CI). A total of 4,150 postmenopausal women were included in the analysis. RESULTS: In the fully-adjusted model, the group with the highest dietary omega-3 fatty acid intake significantly showed lower prevalence of depression than the group with the lowest intake (OR, 0.52; 95% CI, 0.33-0.83); a significant linear trend was detected (P for trend = 0.04). According to the dose-response analysis using cubic restricted spline regression, this association was linear and monotonic (P for non-linearity = 0.32). CONCLUSIONS: In this study, the dietary omega-3 fatty acid intake in postmenopausal women was inversely proportional to depression in a dose-response manner. Large cohort studies are needed to verify the causality between omega-3 fatty acids and depression in Korean postmenopausal women.