• 제목/요약/키워드: Data gap analysis

검색결과 910건 처리시간 0.025초

음원 내 보컬 주파수 대역 분석에 기반한 음향기기 추천시스템 (A system for recommending audio devices based on frequency band analysis of vocal component in sound source)

  • 김정현;석철민;김민주;김수연
    • 한국산업정보학회논문지
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    • 제27권6호
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    • pp.1-12
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    • 2022
  • 음원 스트리밍 서비스와 Hi-Fi 시장이 성장함에 따라 다양한 음향기기들이 출시되고 있다. 이로 인해 소비자들의 제품 선택에 대한 폭은 넓어졌지만 자신의 음악적 취향과 일치하는 제품을 찾기는 더욱 어려워졌다. 본 연구에서는 사용자가 선호하는 음원으로부터 보컬 성분을 추출하고 이를 토대로 사용자에게 가장 적합한 음향기기를 추천하는 시스템을 제안하였다. 이를 위해 먼저 원본 음원을 Python의 Spleeter Library를 통해 분리하여 보컬 음원을 추출하고 제조사의 음향기기의 주파수 대역 데이터를 수집한 결과를 각각 격자 그래프로 나타내었다. 추출한 보컬 음원의 주파수 대역과 음향기기의 주파수 대역 측정치 데이터를 비교하기 위한 지표로서 Matching Gap Index(MGI)를 제안하였다. 산출된 MGI 값을 토대로 사용자 선호와의 유사도가 가장 높은 음향기기를 추천한다. 추천 결과는 음향 전문업체에서 제공하는 장르별 Equalizer 데이터를 이용하여 검증하였다.

열박음 공정이 케이스의 온도분포 및 변형에 미치는 영향(II) - 변형 계측 및 변형 해석 모델 정립 - (A Study on the Temperature Distribution and Deformation of Case in Shrinkage Fit Process(II) - Deformation Measurement and Deformation Analysis Model -)

  • 장경복;정진우;강성수;최규원;박찬우;조상명
    • Journal of Welding and Joining
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    • 제19권5호
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    • pp.492-498
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    • 2001
  • In the previous study, temperature monitoring of case about shrinkage fit process was performed and heat transfer model was developed in detail by feedback and tuning among monitoring result, process investigation, and analysis result. The gap element in contact between case and core was effectively used in analysis model. In present study, following things are performed to solve deformation of case due to shrinkage fit process on the basis of previous result. Above all, mechanical material properties of case are measured by case specimen for deformation analysis considering weldment of case. Deformation of case before and after shrinkage fit process is measured, too. Three dimensional deformation model is developed by the comparison and inspection between these experimental data and analysis results. Deformation analysis is simulated with the result of heat transfer analysis, in other words, non-coupled analysis is used. Finally the countermeasure for deformation is brought up through those.

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항공기 Bulkhead 체결구조의 균열 원인 및 개선에 관한 연구 (A Study on the Cause and Improvement of Crack in the Installing Structure of the Bulkhead of Aircraft)

  • 최형준;박성제
    • 한국산학기술학회논문지
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    • 제21권6호
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    • pp.448-454
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    • 2020
  • 본 연구는 항공기 운용 중 발생하는 구조결함의 원인을 규명하고 개선형상에 대한 구조 건전성을 확인하고자 한다. 항공기 균열은 Bulkhead 체결구조로서 연료탱크 경계 Web 파열로 인한 연료누유 현상에서 식별되었다. 균열의 특성을 확인하기 위해 파단면을 분석하였고 반복하중에 의해 균열이 진전되어 최종 파단으로 이어지는 피로파괴로 판단하였다. 또한 다중 시작점에서 균열이 시작되는 것으로 소재의 결함이 균열의 주요 원인으로 판단되지 않는다. 항공기 운용 중 발생하는 기동하중에 대한 균열 영향을 확인하기 위해 항공기 지상 및 비행시험을 통해 분석을 수행하였다. 항공기 운용 중 균열 부위의 하중 측정 데이터와 항공기 설계하중과의 비교를 통한 분석 결과 측정하중은 설계 대비 30% 수준으로 파손을 유발할 수준은 아니라고 판단하였다. 항공기 운용 시 진동하중의 원인으로 조립 및 단품 제작공차가 최대 0.06inch 발생할 수 있는 Gap을 검토하였고, 분석결과 균열부위에서 큰 응력인 약 32ksi가 발생하였다. 또한 Pre-Load에 의해 M.S.(Margin of Safety)가 +0.71에서 +0.34로 약 50%이상 감소되는 것으로 확인되어 항공기 설계 하중과 조합 시 균열 가능성이 급격히 증가하였다. 따라서 항공기 균열부위에 대하여 구조 보강 및 Gap 제거를 통해 결함을 개선하였다. 개선형상에 대하여 구조강도 해석 결과 Bulkhead는 허용응력 대비 M.S.가 약 +0.88이고 Fitting 형상은 약 +0.48로서 충분한 마진이 확보되었다. 또한 수명해석 결과 형상 개선 전 수명인 약3,600 시간 대비 개선형상은 약84,000 시간으로서 항공기 설계수명 대비 구조건전성을 확인하였다.

빅데이터를 활용한 중소도시의 생활SOC 결핍지역 추출 연구 - 전라북도 익산시를 중심으로 - (A Study on the Extraction of Living SOC Deficient Areas in Small and Medium Cities Using Big Data - Focused on Iksan-si, Jeollabuk-do -)

  • 한다혁;김동우;이민석
    • 한국농촌건축학회논문집
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    • 제22권4호
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    • pp.43-50
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    • 2020
  • The purpose of this study is to extract deficiency areas as basic data of policies and projects in the future Living SOC introduction and planning. In order to extract living SOC deficient areas, accessibility data for living SOC and density data for main users by facility were overlapped, focusing on the living SOC indicators presented in the National Urban Regeneration Basic Policy. According to the analysis of accessibility of the Iksan-si Living SOC, the gap between deficiency in urban and township areas was large in common with the accessibility of the village and local base units. As a result of overlapping life SOC accessibility data and density data analysis of the main users by facility, areas where accessibility is weak but not inhabited by the main users of each facility were extracted. It is meaningful that more accurate deficient areas can be extracted by simultaneously utilizing the density distribution of the main users, rather than simply accessing the facilities.

버스 공공와이파이 보안 접속 동향 분석에 관한 연구 (A study on the analysis of bus public Wi-Fi security access trends)

  • 최홍주
    • Design & Manufacturing
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    • 제15권4호
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    • pp.14-23
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    • 2021
  • In this study, we have analyzed the access status and the data usage trend of the public Wi-Fi on the bus, which has not been carried out in the previous studies. The analysis period of this study is 5 months from Nov. 2020 to Mar. 2021. When we compared the access status of Seoul metropolitan and the non-metropolitan region against each region's deployment status ratio, the access ratio of the metropolitan region was higher than the non-metropolitan region, of which the gap was 4.53%. The access for each region showed the growing trend, which was 43.5% on average. The data usage also showed the growing trend, 2.7% on average. Weekly data usage showed the growing trend irrespective of weekdays or weekends. The data usage of the weekdays was 695GB higher than weekends. The data usage during commuting hours including school (7:00~9:00 a.m. and 4:00~6:00 p.m.) was higher than 3,000GB. We can conclude that bus public Wi-Fi was used more actively in non-metropolitan region than Seoul metropolitan region by the office workers and students. The secure access also showed the growing trend. And the secure data usage also showed the growing trend.

A Comparison Study of Multivariate Binary and Continuous Outcomes

  • Pak, Dae-Woo;Cho, Hyung-Jun
    • 응용통계연구
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    • 제25권4호
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    • pp.605-612
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    • 2012
  • Multivariate data are often generated with multiple outcomes in various fields. Multiple outcomes could be mixed as continuous and discrete. Because of their complexity, the data are often dealt with by separately applying regression analysis to each outcome even though they are associated the each other. This univariate approach results in the low efficiency of estimates for parameters. We study the efficiency gains of the multivariate approaches relative to the univariate approach with the mixed data that include continuous and binary outcomes. All approaches yield consistent estimates for parameters with complete data. By jointly estimating parameters using multivariate methods, it is generally possible to obtain more accurate estimates for parameters than by a univariate approach. The association between continuous and binary outcomes creates a gap in efficiency between multivariate and univariate approaches. We provide a guidance to analyze the mixed data.

Bridging the gap between CAD and CAE using STL files

  • Bianconi, Francesco
    • International Journal of CAD/CAM
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    • 제2권1호
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    • pp.55-67
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    • 2002
  • In many areas of industry, it is desirable to have fast and reliable systems in order to quickly obtain suitable solid models for computer- aided analyses. Nevertheless it is well known that the data exchange process between CAD modelers and CAE packages can require significative efforts. This paper presents an approach for geometrical data exchange through triangulated boundary models. The proposed framework is founded on the use of STL file specification as neutral format file. This work is principally focused on data exchange among CAD modelers and FEA packages via STL. The proposed approach involves the definition of a topological structure suitable for the STL representation and the development of algorithms for topology and geometry data processing in order to get a solid model suitable for finite element analysis or other computer aided engineering purposes. Different algorithms for model processing are considered and their pros and cons are discussed. As a case study, a prototype modeler which supports an exporting filter for a commercial CAE package has been implemented.

노인의 연령 정체감, 노인에 대한 태도, 자아존중감 간의 관계 연구 (The Study on the relationships between age-identity, Attitude toward the elderly and self-esteem of the elderly)

  • 이신숙
    • 한국생활과학회지
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    • 제22권1호
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    • pp.57-74
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    • 2013
  • The purpose of this study was to identify how age-identity is associated with the attitude toward the elderly and self-esteem of the aged. The subjects were 366 adults aged 60 and over. The statistics used for the data analysis were reliability test, frequency, percentage, mean, standard deviation, one way ANOVA, correlation and multiple regression. The results of this study were as follows; First, The majority of elderly acknowledged psychological ages as their actual ages. Secondly, The degrees of elderlys' age-identity was 2.12, and the levels of the attitude toward the elderly was 60.62. Also, The degrees of elderlys' self-esteem was 24.16. The surveyed data showed higher means than medians. Third, The age-identity of elderly was significant with respect to spouse, religion, career, living state, sex, age, gap of actual age, health state, economic state, education, monthly living expenses. And the attitude toward the elderly was stastically significant with respect age-identity, career, spouse, religion, living state, health state, education, monthly living expenses, economic state, gap of actual age, and age. Moreover, The elderlys' self-esteem level was significant with respect to spouse, age-identity, living state, religion, career, economic state, monthly living expenses, the attitude toward the elderly, health state, education, and age. Finally, The variables affecting the age-identity of elderly were health state, economic state, religion, age that explained about 34% of the total variance. And The attitude toward the elderly were age-identity, health state, gap of actual age that explained about 19% of the total variance. Also, The variables that affect elderlys' self-esteem were economic state, age-identity, the attitude toward the elderly, sex, monthly living expenses that explained about 33% of the total variance.

3대 만성질환자의 지역별 의료비 분석 (Cost of Illness of Chronic Disease by Region in Korea)

  • 문종윤;신재용;김재현
    • 보건행정학회지
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    • 제31권1호
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    • pp.65-73
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    • 2021
  • Background: With the recent aging of the population, the transition to a disease structure centered on chronic diseases is accelerating. Moreover, the socio-economic gap and the polarization of the health gap between regions further increase the burden of disease on the country. Accordingly, this study calculated the disease cost of hypertension, diabetes, and hyperlipidemia, which are the three major chronic diseases, to establish an effective health promotion policy strategy for each region, and analyzed the gap in disease cost within the region to determine health determinants at the individual as well as the regional level. Methods: This study utilized data from the 2015 sample cohort of the National Health Insurance Service and calculated the disease cost of patients (diabetes: I10-I15, hypertension: E10-E14, hyperlipidemia: E78) based on the main diagnosis. Results: Based on our analysis, the case of medical use in cities and provinces was higher than in metropolitan cities, with relatively small medical use in Seoul and Gangwon-do. In terms of the disease cost, the cost of chronic diseases in Seoul and Jeju was the highest, but the difference in disease cost between patients in each region was the largest in Seoul and Gangwon-do. Conclusion: The results of this study provide meaningful data for implementing efficient health promotion policies by analyzing the differences in disease cost and identifying health determinants in different regions. Furthermore, in Korea, where socioeconomic differences are clearly revealed, it can be used as a basis for preparing a strategic plan, from a long-term perspective, to improve the health of patients with chronic diseases in the future.

Characterization of Pseudomonas syringae pv. syringae, Causal Agent of Citrus Blast of Mandarin in Montenegro

  • Ivanovic, Zarko;Perovic, Tatjana;Popovic, Tatjana;Blagojevic, Jovana;Trkulja, Nenad;Hrncic, Snjezana
    • The Plant Pathology Journal
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    • 제33권1호
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    • pp.21-33
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    • 2017
  • Citrus blast caused by bacterium Pseudomonas syringae is a very important disease of citrus occuring in many areas of the world, but with few data about genetic structure of the pathogen involved. Considering the above fact, this study reports genetic characterization of 43 P. syringae isolates obtained from plant tissue displaying citrus blast symptoms on mandarin (Citrus reticulata) in Montenegro, using multilocus sequence analysis of gyrB, rpoD, and gap1 gene sequences. Gene sequences from a collection of 54 reference pathotype strains of P. syringae from the Plant Associated and Environmental Microbes Database (PAMDB) was used to establish a genetic relationship with our isolates obtained from mandarin. Phylogenetic analyses of gyrB, rpoD, and gap1 gene sequences showed that P. syringae pv. syringae causes citrus blast in mandarin in Montenegro, and belongs to genomospecies 1. Genetic homogeneity of isolates suggested that the Montenegrian population might be clonal which indicates a possible common source of infection. These findings may assist in further epidemiological studies of this pathogen and for determining mandarin breeding strategies for P. syringae control.