• 제목/요약/키워드: ANOVA(Analysis of Variance)

검색결과 1,534건 처리시간 0.033초

공군 인력자원의 방사선 인식도 분석 (Radiation Perception Analysis of Air Force Manpower Resources)

  • 정은석;성열훈
    • 한국방사선학회논문지
    • /
    • 제16권4호
    • /
    • pp.463-470
    • /
    • 2022
  • 본 연구의 목적은 공군 인력자원의 방사선에 대한 인식도를 분석하고자 하였다. 대상은 항공우주의료원에 방문한 공군 인력자원(군무원, 장교, 부사관, 병사) 남녀 259명이었다. 방법은 방사선 인식도 (위험성, 이익성, 관리성)에 대한 총 14문항의 설문지를 이용하여 조사연구로 진행 하였다. 통계적 분석은 독립표본 T-test와 일원분산분석(one-way analysis of variance, ANOVA)을 사용하여 집단 간의 유의한 차이를 확인하였다. 변수 간의 상관관계는 피어슨(Pearson) 및 스피어만(Spearman) 상관계수로 검정하였다. 그 결과, 방사선 위험성은 여성 공군 인력자원이 남성보다 유의하게 높은 인식도를 보였다. 방사선 이익성은 기혼자와 군무원, 장교, 부사관에서 유의하게 높았다. 방사선 관리성은 남자와 기혼자, 16년 이상의 군 경력자가 유의하게 높은 인식도를 가지고 있었다.

다구찌 방법을 이용한 형상기억 복합재료 스텐트 유한요소 해석 및 최적설계 (Finite Element Analysis and Optimal Design of Shape Memory Composite Material Stents using Taguchi Method)

  • 김영빈;김수지;송희찬;전흥재
    • Composites Research
    • /
    • 제37권4호
    • /
    • pp.301-309
    • /
    • 2024
  • 형상기억 스텐트는 형상기억 거동을 통해 심근 경색, 협심증, 동맥경화 등의 혈관을 질환을 치료할 수 있는 의료기기이다. 형상기억 스텐트를 사용하여 혈관 내 삽입되어 혈관을 확장시킬 수 있으며, 설계에 따라 유연성, 탄성 회복, 변형 등의 성능이 달라지게 된다. 본 연구에서는 다구찌 실험계획법을 이용하여 스텐트의 구조설계에 영향을 주는 파라미터를 분석하고 유연성, 탄성 회복, 변형 등을 고려한 구조 설계를 진행하고자 한다. 실제 스텐트가 겪게 되는 조건을 반영하기 위해 ISO 규격을 반영하고, 형상기억 복합재료 물성을 반영하기 위해 인장 시험으로부터 얻은 초탄성 물성을 반영하여 유한요소 해석을 진행하였다. 민감도 분석 및 ANOVA(Analysis of Variance)을 진행하여 스텐트 구조설계 변수의 영향 및 통계적 유의미함을 평가한다. 최종적으로 RSM을 통해 메타모델을 생성하고 기존 대비 개선된 최적설계 모델을 제시하였다.

AL5083 합금에 대한 Plasma-GMA 용접에서 분산분석을 이용한 공정변수의 특성 평가 (Weldability Evaluation in Plasma-GMA Hybrid Welding for Al-5083 Using Analysis of Variance)

  • 정진수;이종중;이희근;박영환
    • Journal of Welding and Joining
    • /
    • 제32권1호
    • /
    • pp.28-33
    • /
    • 2014
  • In this paper, I-butt welding with 6mm thickness using Plasma-GMA welding was carried out. And weld characteristics of the Al-5083 aluminium alloy for Plasma-GMA hybrid welding was evaluated. The orthogonal experimental design was used to investigate the influence of plasma-MIG welding parameters such as plasma current, wire feeding rate, MIG-welding voltage and welding speed on the weld bead geometry and tensile strength using the ANOVA(Analysis of Variation). Then we conducted evaluation of contribution for process parameters. ANOVA results show that bead dimensions are affected by wire feeding speed, welding voltage and welding speed and tensile strength is mainly affected by welding speed and plasma arc current. Tensile strength was decreased by rise in plasma welding current because GMA welding current was decreased by plasma arc.

A Sensitivity Analysis of Parameters Affecting Indoor Air Quality Related to TVOC and HCHO Reduction

  • Kang, Hae Jin;Kim, Mi Yeon;Rhee, Eon Ku
    • Architectural research
    • /
    • 제14권3호
    • /
    • pp.93-98
    • /
    • 2012
  • The objective of the study is to analyze the relative performance of factors affecting indoor air quality in multi-residential buildings in Korea. A study of the factors affecting indoor air quality is essential for establishing indoor air quality management strategies effectively. To observe the indoor air quality response following a modification of a given parameter, a sensitivity analysis was performed. The factors examined for the analysis include; wall/ceiling paper, adhesive for wall/ceiling paper, floor material, adhesive for floor material, and ventilation rate. The Experimental Design which identifies main effects among the design parameters with a few experiments was used to decrease the number of experiments. The simulation for indoor air quality was undertaken using a validated equation. Then, ANOVA(Analysis of Variance) was performed to evaluate the relative importance of each parameter affecting the indoor air quality. The result of the study indicates that the indoor air quality may be influenced most by adhesive for wall/ceiling paper, followed by ventilation rate and adhesive for floor material.

화학공정산업에서 안전문화 이행과 영향 변수 (Safety Oimate Practice and its Affecting Variables in the Chemical Process Industry)

  • 백종배
    • 한국안전학회지
    • /
    • 제21권4호
    • /
    • pp.127-133
    • /
    • 2006
  • 이 논문의 주요 목적은 안전 분위기를 확인하여 공장과 근로자의 안전문화 수준에 영향을 주는 변수들을 찾아내고 더 나아가 화학공장의 안전문화를 향상시킬 수 있는 영향요소를 찾는데 있다. 이 논문에 사용된 질문표는 영국의 HSE(Health and Safety Executive) 의 질문표를 근간으로 문헌 조사를 통하여 경영자와 근로자로 분류하여 개발하였다. 안전문화 수준을 확인하기 위해 빈도수 분석을 하였으며 공장규모, 사고 발생, 사고 및 상해 경험과 심각성, 그리고 고용기간 등과 같은 영향변수들은 ANOVA(Analysis of Variance) 분석을 적용하여 테스트하였다. 빈도수 분석의 결과 일반적으로 경영자와 근로자 모두가 안전문화의 수준이 높게 나타났으며 주된 문제점들로는 부적당한 안전 보건 절차와 규칙, 생산에 대한 압력, 그리고 규칙위반으로 나타났다. 또한 ANOVA 분석결과에 의하면, '고용기간'은 다른 안전 문화의 수준을 만드는 유일한 변수인 것으로 나타났다. 그리고 안전문화의 조사로부터 공장들의 안전 문화요소에 대한 주요 3가지 문제점과 안전문화수준을 발견하였으며 안전 이행 능력을 향상시킬 수 있는 2가지 영향요소를 제안하였다.

수의학회지 논문에 적용된 통계기법의 타당성 평가 (An assessment of statistical errors in articles in the Korean journal of veterinary research)

  • 박선일
    • 대한수의학회지
    • /
    • 제39권6호
    • /
    • pp.1187-1196
    • /
    • 1999
  • The purpose of this study is to assess the suitability of the statistical techniques employed in papers published in the Korean Journal of Veterinary Research from March 1997 to March 1999 and it is hoped that the critical assessment may be of help to other researchers preparing their works for publication. Of the 246 original papers 94 were included in the analysis. Of 62 papers with the measure of central location and dispersion of data 34 (54.8%) used them correctly : 9 (39.1%) of 23 for t-test ; 1 (33.3%) of 3 for correlation analysis ; 7 (43.8%) of 16 for analysis of variance (ANOVA) ; 5 (62.5%) of 8 for chi-square test ; 44 (71%) of 62 for description of p-value. A number of papers employed ANOVA did not perform subsequent analysis of multiple comparison. Compared to the results of others, relatively higher proportion of papers in the present study was evaluated as appropriate analysis. The reason is that papers described insufficiently on the study design were not included, and evaluation items were restricted to the cases violated seriously inherent assumptions for each statistical technique. Statistical misuse or abuse appeared in the study is due to lack of knowledge on statistics and short of its importance for improvement the quality of paper. Because an inappropriate analysis can lead the readers to misunderstand on findings, observed statistical analyses must be valid, and correctly undertaken. It is suggested that more intensive statistical refereeing are needed, and the communication should be allowed for the controversial points.

  • PDF

포토 다이오드를 이용한 6000계열 알루미늄 합금의 레이저 용접에서 키홀 및 플라즈마의 거동 해석 (Analysis on behavior of keyhole and plasma using photodiode in laser welding of aluminum 6000 alloy)

  • 박영환;박현성;이세헌
    • 한국레이저가공학회지
    • /
    • 제7권3호
    • /
    • pp.11-24
    • /
    • 2004
  • In automotive industry, light weight vehicle is one of issues because of the air pollution and the protection of environment. Therefore, automotive manufacturers have tried to apply light materials such as aluminum to car body. Aluminum welding using laser has some advantages high energy density and high productivity. It is very important to understand behavior of plasma and keyhole in order to improve weld quality and monitor the weld state. In this study, spectral analysis was carried out to verify the spectrum for plasma which is generated in laser welding of A 6000 aluminum alloy. Two photodiodes which cover the range of plasma wavelength was used to measure light emission during laser welding according to assist gas flow rate and welding speed. Analysis of relationship between sensor signals of welding variables and formation of keyhole and plasma is performed. To determine the level of significance, analysis of variation (ANOVA) was carried out.

  • PDF

On the Fitting ANOVA Models to Unbalanced Data

  • Jong-Tae Park;Jae-Heon Lee;Byung-Chun Kim
    • Communications for Statistical Applications and Methods
    • /
    • 제2권1호
    • /
    • pp.48-54
    • /
    • 1995
  • A direct method for fitting analysis-of-variance models to unbalanced data is presented. This method exploits sparsity and rank deficiency of the matrix and is based on Gram-Schmidt orthogonalization of a set of sparse columns of the model matrix. The computational algorithm of the sum of squares for testing estmable hyphotheses is given.

  • PDF

Non-destructive identification of fake eggs using fluorescence spectral analysis and hyperspectral imaging

  • Geonwoo, Kim;Ritu, Joshi;Rahul, Joshi;Moon S., Kim;Insuck, Baek;Juntae, Kim;Eun-Sung, Park;Hoonsoo, Lee;Changyeun, Mo;Byoung-Kwan, Cho
    • 농업과학연구
    • /
    • 제49권3호
    • /
    • pp.495-510
    • /
    • 2022
  • In this study, fluorescence hyperspectral imaging (FHSI) was used for the rapid, non-destructive detection of fake, manmade eggs from real eggs. To identify fake eggs, protoporphyrin IX (PpIX)-a natural pigment present in real eggshells-was utilized as the main indicator due to its strong fluorescence emission effect. The fluorescence images of real and fake eggs were acquired using a line-scan-based FHSI system, and their fluorescence features were analyzed based on spectroscopic techniques. To improve the detection performance and accuracy, an optimal waveband combination was investigated with analysis of variance (ANOVA), and its fluorescence ratio images (588/645 nm) were created for visualization of the real eggs between two different egg groups. In addition, real and fake eggs were scanned using a one-waveband (645 nm) handheld fluorescence imager that can perform real-time scanning for on-site applications. Then, the results of the two methods were compared with one another. The outcome clearly shows that the newly developed FHSI system and the fluorescence handheld imager were both able to distinguish real eggs from fake eggs. Consequently, FHSI showed a better performance (clearer images) compared to the fluorescence handheld imager, and the outcome provided valuable information about the feasibility of using FHSI imaging with ANOVA for the discrimination of real and fake eggs.

The effect of powder A2/powder A3 mixing ratio on color and translucency parameters of dental porcelain

  • Lee, Wan-Sun;Kim, So-Yeon;Kim, Ji-Hwan;Kim, Woong-Chul;Kim, Hae-Young
    • The Journal of Advanced Prosthodontics
    • /
    • 제7권5호
    • /
    • pp.400-405
    • /
    • 2015
  • PURPOSE. The purpose of this study is to mix dental ceramic powder in varying ratios and evaluate the effect of the mixing ratio on color and translucency. MATERIALS AND METHODS. The ceramic powder of shade A3 of the same product was mixed with the shade A2 of three products: IPS e.max Ceram (Ivoclar Vivadent, Schaan, Liechtenstein), Vintage Halo (SHOFU Inc., Kyoto, Japan), and Ceramco 3 (Ceramco-Dentsply, Burlington, NJ, USA) in the following fixed ratios (0 wt%, 25 wt%, 50 wt%, 75 wt%, and 100 wt%) and then fired. A total of 150 specimen of ceramic fired were manufactured in a regular size (W: 8.5 mm, L: 10.5 mm, and H: 1.5 mm). For color and translucency, $L^*$, $a^*$, and $b^*$ were measured and Two-way analysis of variance (ANOVA) and One-way analysis of variance (ANOVA) were used for data analysis (${\alpha}$=0.05). RESULTS. The higher the mixing ratio was, $L^*$, $a^*$, and $b^*$ of IPS e.max Ceram were all increased, and $L^*$ of Vintage Halo was reduced and $a^*$ and $b^*$ were increased. $L^*$ and $a^*$ of Ceramco3 were reduced and $b^*$ of Ceramco3 was increased. Color difference (${\Delta}E^*ab$) was increased in all three products as the mixing ratio got higher. Increased mixing ratios resulted in decreased translucency parameter (TP) values for IPS e.max Ceram but increased TP values for Vintage Halo and Ceramco3. CONCLUSION. In this limited study, CIE $L^*$, $a^*$, and $b^*$ were influenced by the mixing ratio of the A3 powders and porcelain powder mixtures represented a various color and translucency.