• 제목/요약/키워드: Statistical Signature

검색결과 42건 처리시간 0.03초

임피던스 기법을 이용한 풍력 블레이드 손상 모니터링 (Damage Monitoring for Wind Turbine Blade using Impedance Technique)

  • 허용학;김종일;홍성구
    • 비파괴검사학회지
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    • 제33권5호
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    • pp.452-458
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    • 2013
  • 풍력 발전 블레이드에서 손상 발생 및 진전을 모니터링하기 위한 임피던스 기법에 대한 고찰을 하였다. 본 연구에서는 PVDF 필름 피에조 센서를 제작하여 10 kW 급 풍력 발전 블레이드에 부착하여 피로하중의 부하에 따른 임피던스 신호를 1-200 MHz 주파수 영역에서 측정하였다. 피로하중을 부하함에 따라 블레이드의 처짐과 국부적인 변형률의 변화가 발생하였고, 임피던스 신호의 패턴에서의 변화를 감지할 수 있었다. 임피던스와 변형률 그리고 처짐 신호로부터 블레이드의 국부적인 손상 혹은 기하학적 변화가 발생하였음을 알 수 있었다. 임피던스 신호의 정성적인 비교를 정량적으로 비교하기 위하여 통계적인 접근으로 스칼라 손상 지수 M을 사용하였다. 피로 하중의 부하와 센서 위치에 따른 지수 M을 계산할 수 있었고, 이들 값을 비교하여 지수와 손상을 상관지을 수 있었다.

Craniopharyngiomas : Radiological Differentiation of Two Types

  • Lee, In Ho;Zan, Elcin;Bell, W. Robert;Burger, Peter C.;Sung, Heejong;Yousem, David M.
    • Journal of Korean Neurosurgical Society
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    • 제59권5호
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    • pp.466-470
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    • 2016
  • Objective : To determine imaging features that may separate adamantinomatous and papillary variants of craniopharyngiomas given that tumors with adamantinomatous signature features are associated with higher recurrence rates, morbidity, and mortality. We specifically reviewed calcification on CT, T1 bright signal intensity, and cystic change on T2 weighted images for differentiating these two types. Methods : We retrospectively reviewed the MRI and CT studies in 38 consecutive patients with pathologically proven craniopharyngiomas between January 2004 and February 2014 for the presence of calcification on CT scans, bright signal intensity on T1 weighted images, and cystic change on T2 weighted images. Results : Of the 38 craniopharyngiomas, 30 were adamantinomatous type and 8 were papillary type. On CT scans, calcification was present in 25 of 38 tumors. All calcified tumors were adamantinomatous type. Twenty four of 38 tumors had bright signal intensity on T1 weighted images. Of these 24 tumors, 22 (91.7%) were adamantinomatous and 2 were papillary type. Cystic change on T2 weighted images was noted in 37 of 38 tumors; only 1 tumor with papillary type did not show cystic change. Conclusion : T1 bright signal intensity and calcification on CT scans uniformly favor the adamantinomatous type over papillary type of craniopharyngioma in children. However, these findings are more variable in adults where calcification and T1 bright signal intensity occur in 70.6% and 58.8% respectively of adult adamantinomatous types of craniopharyngiomas.

한국주요상장사 주가 실현변동성 추정시 시장미시구조 잡음과 최적 추출 빈도수 (Market Microstructure Noise and Optimal Sampling Frequencies for the Realized Variances of Stock Prices of Four Leading Korean Companies)

  • 오로지;신동완
    • 응용통계연구
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    • 제25권1호
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    • pp.15-27
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    • 2012
  • 본 논문에서는 KOSPI 시가총액기준 상위 4종목(삼성전자, 현대차, 현대모비스, POSCO)의 고빈도 거래 데이터를 바탕으로 일중 수익률의 실현변동성과 시장미시구조잡음에 대해 연구한다. Volatility signature plot을 통해 실현변동성(Realized Variance; RV)과 편의수정 실현변동성($RV_{AC_1}$)의 편의를 확인하고 시장미시구조 잡음의 특징을 실증적으로 파악한다. 또한, 잡음 대 신호비(Noise-to-Signal Ratio; NSR)를 사용하여, 평균제곱오차(Mean Square Error; MSE) 기준의 실현변동성(RV)과 편의수정 실현변동성($RV_{AC_1}$)의 최적 추출 빈도수를 추정해본다.

Assessing the Extent and Rate of Deforestation in the Mountainous Tropical Forest

  • Pujiono, Eko;Lee, Woo-Kyun;Kwak, Doo-Ahn;Lee, Jong-Yeol
    • 대한원격탐사학회지
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    • 제27권3호
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    • pp.315-328
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    • 2011
  • Landsat data incorporated with additional bands-normalized difference vegetation index (NDVI) and band ratios were used to assess the extent and rate of deforestation in the Gunung Mutis Nature Reserve (GMNR), a mountainous tropical forest in Eastern of Indonesia. Hybrid classification was chosen as the classification approach. In this approach, the unsupervised classification-iterative self-organizing data analysis (ISODATA) was used to create signature files and training data set. A statistical separability measurement-transformed divergence (TD) was used to identify the combination of bands that showed the highest distinction between the land cover classes in training data set. Supervised classification-maximum likelihood classification (MLC) was performed using selected bands and the training data set. Post-classification smoothing and accuracy assessment were applied to classified image. Post-classification comparison was used to assess the extent of deforestation, of which the rate of deforestation was calculated by the formula suggested by Food Agriculture Organization (FAO). The results of two periods of deforestation assessment showed that the extent of deforestation during 1989-1999 was 720.72 ha, 0.80% of annual rate of deforestation, and its extent of deforestation during 1999-2009 was 1,059.12 ha, 1.31% of annual rate of deforestation. Such results are important for the GMNR authority to establish strategies, plans and actions for combating deforestation.

Comparison between Possibilistic c-Means (PCM) and Artificial Neural Network (ANN) Classification Algorithms in Land use/ Land cover Classification

  • Ganbold, Ganchimeg;Chasia, Stanley
    • International Journal of Knowledge Content Development & Technology
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    • 제7권1호
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    • pp.57-78
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    • 2017
  • There are several statistical classification algorithms available for land use/land cover classification. However, each has a certain bias or compromise. Some methods like the parallel piped approach in supervised classification, cannot classify continuous regions within a feature. On the other hand, while unsupervised classification method takes maximum advantage of spectral variability in an image, the maximally separable clusters in spectral space may not do much for our perception of important classes in a given study area. In this research, the output of an ANN algorithm was compared with the Possibilistic c-Means an improvement of the fuzzy c-Means on both moderate resolutions Landsat8 and a high resolution Formosat 2 images. The Formosat 2 image comes with an 8m spectral resolution on the multispectral data. This multispectral image data was resampled to 10m in order to maintain a uniform ratio of 1:3 against Landsat 8 image. Six classes were chosen for analysis including: Dense forest, eucalyptus, water, grassland, wheat and riverine sand. Using a standard false color composite (FCC), the six features reflected differently in the infrared region with wheat producing the brightest pixel values. Signature collection per class was therefore easily obtained for all classifications. The output of both ANN and FCM, were analyzed separately for accuracy and an error matrix generated to assess the quality and accuracy of the classification algorithms. When you compare the results of the two methods on a per-class-basis, ANN had a crisper output compared to PCM which yielded clusters with pixels especially on the moderate resolution Landsat 8 imagery.

헤어디자이너의 직무스트레스가 번영에 미치는 영향 : 직무열의와 경력몰입의 이중매개 효과 (The Effects of Hair Designer's Job stress on Flourishing : Dual-mediating Effect of Work engagement and Career commitment)

  • 김종란
    • 한국응용과학기술학회지
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    • 제40권6호
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    • pp.1238-1248
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    • 2023
  • 본 연구는 헤어디자이너의 직무스트레스가 번영에 미치는 영향을 알아보고, 이러한 과정에 있어서 직무열의와 경력몰입 두 변인의 이중매개 효과를 검증하는데 목적이 있다. 이를 위하여 국내 B 브랜드에 종사하는 다양한 직급의 177명의 헤어디자이너를 대상으로 실시한 설문조사를 통계패키지 SPSS 21.0과 매크로 프로그램인 SPSS PROCESS Macro의 부트스트래핑 방법을 활용하여 직무스트레스와 번영의 관계와 직무열의와 경력몰입의 이중매개 효과를 검증하였다. 분석의 결과는 다음과 같다. 첫째, 헤어디자이너의 직무스트레스가 번영에 유의미하게 부적(-)인 영향을 미치는 것으로 확인되었고 둘째, 이 과정에서 직무열의와 경력몰입 두 변인이 이중매개로 투입되면서 직무스트레스가 번영에 있어서 부적(-)으로 유의미한 간접효과를 미치는 반면, 직접적으로는 헤어디자이너의 직무스트레스가 번영에 미치는 영향이 유의미하지 않게 바뀌면서 완전 이중매개 효과가 있는 것으로 확인되었다. 결과적으로, 헤어디자이너의 직무스트레스 요인들의 점수가 높으면 직무열의 수준이 떨어지고, 결국 자신의 경력에 몰입하지 못하게 되며 행복감과 사회적 성공을 의미하는 번영의 수준이 떨어지는 과정을 확인한 데 본 연구의 의의가 있다.

Dynamic Contrast Enhanced MRI and Intravoxel Incoherent Motion to Identify Molecular Subtypes of Breast Cancer with Different Vascular Normalization Gene Expression

  • Wan-Chen Tsai;Kai-Ming Chang;Kuo-Jang Kao
    • Korean Journal of Radiology
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    • 제22권7호
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    • pp.1021-1033
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    • 2021
  • Objective: To assess the expression of vascular normalization genes in different molecular subtypes of breast cancer and to determine whether molecular subtypes with a higher vascular normalization gene expression can be identified using dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) and intravoxel incoherent motion (IVIM) diffusion-weighted imaging (DWI). Materials and Methods: This prospective study evaluated 306 female (mean age ± standard deviation, 50 ± 10 years), recruited between January 2014 and August 2017, who had de novo breast cancer larger than 1 cm in diameter (308 tumors). DCE MRI followed by IVIM DWI studies using 11 different b-values (0 to 1200 s/mm2) were performed on a 1.5T MRI system. The Tofts model and segmented biexponential IVIM analysis were used. For each tumor, the molecular subtype (according to six [I-VI] subtypes and PAM50 subtypes), expression profile of genes for vascular normalization, pericytes, and normal vascular signatures were determined using freshly frozen tissue. Statistical associations between imaging parameters and molecular subtypes were examined using logistic regression or linear regression with a significance level of p = 0.05. Results: Breast cancer subtypes III and VI and PAM50 subtypes luminal A and normal-like exhibited a higher expression of genes for vascular normalization, pericyte markers, and normal vessel function signature (p < 0.001 for all) compared to other subtypes. Subtypes III and VI and PAM50 subtypes luminal A and normal-like, versus the remaining subtypes, showed significant associations with Ktrans, kep, vp, and IAUGCBN90 on DEC MRI, with relatively smaller values in the former. The subtype grouping was significantly associated with D, with relatively less restricted diffusion in subtypes III and VI and PAM50 subtypes luminal A and normal-like. Conclusion: DCE MRI and IVIM parameters may identify molecular subtypes of breast cancers with a different vascular normalization gene expression.

Diethylnitrosamine 처리 후 병리학적 결과를 기초로 한 마우스 간에서의 유전자 발현 분석 (Gene Expression Profiling in Diethylnitrosamine Treated Mouse Liver: From Pathological Data to Microarray Analysis)

  • 김지영;윤석주;박한진;김용범;조재우;고우석;이미가엘
    • Toxicological Research
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    • 제23권1호
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    • pp.55-63
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    • 2007
  • Diethylnitrosamine (DEN) is a nitrosamine compound that can induce a variety of liver lesions including hepatic carcinoma, forming DNA-carcinogen adducts. In the present study, microarray analyses were performed with Affymetrix Murine Genome 430A Array in order to identify the gene-expression profiles for DEN and to provide valuable information for the evaluation of potential hepatotoxicity. C57BL/6NCrj mice were orally administered once with DEN at doses of 0, 3, 7 and 20 mg/kg. Liver from each animal was removed 2, 4, 8 and 24 hrs after the administration. The histopathological analysis and serum biochemical analysis showed no significant difference in DEN-treated groups compared to control group. Conversely, the principal component analysis (PCA) profiles demonstrated that a specific normal gene expression profile in control groups differed clearly from the expression profiles of DEN-treated groups. Within groups, a little variance was found between individuals. Student's t-test on the results obtained from triplicate hybridizations was performed to identify those genes with statistically significant changes in the expression. Statistical analysis revealed that 11 genes were significantly downregulated and 28 genes were upregulated in all three animals after 2 h treatment at 20 mg/kg. The upregulated group included genes encoding Gdf15, JunD1, and Mdm2, while the genes including Sox6, Shmt2, and SIc6a6 were largely down regulated. Hierarchical clustering of gene expression also allowed the identification of functionally related clusters that encode proteins related to metabolism, and MAPK signaling pathway. Taken together, this study suggests that match with a toxicant signature can assign a putative mechanism of action to the test compound if is established a database containing response patterns to various toxic compounds.

향토음식 특화 거리의 관광상품화와 활성화 방안 연구 - 담양 죽순 푸드빌리지를 중심으로 - (A Study on the Damyang Area Restaurants in Bamboo food village)

  • 김수인;박연진;김소영;장혜진
    • 한국식생활문화학회지
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    • 제28권4호
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    • pp.348-355
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    • 2013
  • This study intends to provide preliminary data for improving dining experience in the restaurants of Bamboo food village and help draw up guidelines for the improvement of these dining venues by surveying customer perception and satisfaction in 15-restaurants of the food village. The restaurants were surveyed mainly for satisfaction of the menu, especially, on the signature dishes of Damyang, "ddeokgalbi" (grilled short rib balls) and "daetongbab"-the grilled short rib balls and bamboo rice. The two dishes were more liked by people in the the 20- to 29-year age group with a score of 3.92 and 4.11, respectively. Although the 30-49 age group showed the highest satisfaction score on the fixed price menu, there was no statistically significant difference. The age group of 20-29 also showed the highest satisfaction on plating and table setting with a score of 4.09 and 4.04, respectively, and there was significant difference among age groups in this regard (p<0.05). All the age groups surveyed answered "time-honored taste" should be captured when working on menus, which suggests it should be the first choice for the restaurants in the food village when they develop their menus. When it comes to the restaurant environment, satisfaction on sanitary conditions was significantly different among the groups with a score of 4.21 given by 30-49 age group and 3.88 by the 50 and over group (p<0.05). In the category of service satisfaction, the two aforementioned age groups again showed significant difference in catering to customer needs with a score of 3.99 and 3.63, respectively (p<0.05), whereas welcoming customers and serving food was scored without statistical difference by age. Being asked what needs to be done to strengthen competitive advantage of the restaurants, all the age groups answered "taste" would matter the most while the 20 to 29 and 30 to 49 age groups picked "hygiene" and the 50 and over selected "table setting and ambience" next, which was statistically different with a p value of <0.05. Regarding the competitive advantage of the Korean restaurants in Damyang Bamboo food village, the first two younger groups (20 to 29 and 30 to 49) chose "table setting and ambience" and the eldest (50 and over) age group answered "location wise advantage," indicating significant difference by age. More than 80 percent of the people surveyed were willing to revisit the venues, which suggests improving restaurant environment in Bamboo food village and offering customers a better experience are very likely to build a image of culinary tourism for Damyang.

브랜드 수명 주기별 리뉴얼 전략에 따른 로고 리뉴얼 디자인 - 식음료 브랜드 사례를 중심으로 - (Logo Renewal Design according to Strategy for Renewal based on Brand Life Cycle Focused on Cases for brands in Food and beverages)

  • 이예림;한지애
    • 스마트미디어저널
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    • 제12권5호
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    • pp.111-121
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    • 2023
  • 본 연구의 목적은 브랜드 관리 측면에서 로고가 브랜드 아이덴티티를 대변하는 중요한 시각적 도구로 보고 브랜드 수명주기에 따른 로고 리뉴얼 디자인 방법을 모색하는 것이다. 본 연구는 브랜드 수명주기와 브랜드 리뉴얼 전략에 대한 문헌연구와 로고 리뉴얼 디자인에 관한 전문가 설문, 브랜드의 수명주기를 판별 할 수 있는 통계자료가 있는 35개 식음료 브랜드의 로고 분석으로 진행되었다. 연구 결과는 크게 세 가지이다. 첫째, 네 단계(도입기, 성장기, 성숙기, 쇠퇴기)의 브랜드 수명주기의 특징과 리뉴얼 전략을 도출했다. 둘째, 네 가지 브랜드 리뉴얼 전략(부분변경, 전체변경, 리포지셔닝, 새 이미지 창출)과 수명주기를 기준으로 로고 리뉴얼 디자인 방향을 제안하였다. 이를 토대로 수명주기별 로고 리뉴얼 특징과 관계성을 제안하였다. 셋째, 브랜드 수명주기와 브랜드 리뉴얼 전략에 따라 중요하게 적용되는 아이덴티티 시각요소(그래픽 요소의 첨삭, 톤/매너, 서체, 시그니처 컬러 변경)를 발견했다. 성장기와 성숙기의 부분변경전략에 그래픽 요소의 첨삭과 톤 변경이 중요하며, 리포지셔닝 전략과 새이미지 창출에 시그니처 컬러 변경이 중요함을 발견했다.