• 제목/요약/키워드: Statistical quality control

검색결과 636건 처리시간 0.029초

직접 삼킴 치료가 뇌졸중 환자의 삼킴 기능과 삶의 질에 미치는 영향 (Effect of Direct Feeding Intervention on Swallowing Function and Life Quality of Stroke Patients)

  • 박진주;오명화;정현애;정상미;정복희;김승일
    • 재활복지
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    • 제20권4호
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    • pp.283-299
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    • 2016
  • 본 연구는 뇌졸중으로 인한 삼킴 장애 환자를 대상으로 직접 삼킴 치료가 뇌졸중 환자의 삼킴기능과 삶의 질에 미치는 영향을 알아보고자 실시하였다. 연구 대상은 삼킴 장애 진단을 받은 환자 10명을 대상으로 간접 삼킴 치료를 중재한 대조군과 직접 삼킴 치료를 중재한 실험군에 5명씩 배치하여 실시하였다. 연구는 주 5회, 회당 30분씩, 총 8주 동안 연구를 실시하였다. 삼킴 기능을 평가하기 위한 도구로는 VFSS를 이용한 CDS, PAS를 중재 전과 4주 후, 8주 후에 평가하였고, 삼킴과 관련된 삶의 질은 SWAL-QOL을 중재 전과 중재 후 2회 평가하였다. 연구 결과는 삼킴 기능의 집단 내 비교에서는 적용 기간에 따라 대조군은 CDS(p<.05)에서만, 실험군은 CDS, PAS 모두에서 유의한 차이를 보였으며(p<.01), 집단 간 비교에서도 CDS, PAS 모두 실험군에서 유의한 차이를 보였다(p<.01). 삶의 질에 미치는 영향을 알아본 결과 집단 내 비교에서는 두 군 모두 적용기간에 따라 삶의 질이 유의하게 향상되었으나(p<.05), 집단 간 비교에서는 통계적으로 유의한 차이가 없었다(p>.05). 이상의 결과를 통해 뇌졸중으로 인한 삼킴 장애 환자에게 중재한 직접 삼킴 치료가 삼킴 기능증진에는 간접 삼킴 치료 보다 더욱 효과적이었지만, 삼킴 장애 환자의 삶의 질은 직접 삼킴 치료와 간접 삼킴 치료 모두 긍정적인 영향을 미치는 것을 확인하였다.

Temporal and spatial variation analysis on nutritive salt of Hongze Lake

  • Zhang, Min;Chu, Enguo;Xu, Ming;Guo, Jun;Zhang, Yong
    • Environmental Engineering Research
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    • 제20권1호
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    • pp.19-24
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    • 2015
  • This paper mainly focuses on the research of the monitoring data about the total nitrogen (TN), total phosphorus (TP) of ten monitoring points of Hongze Lake in 28 years. Our study adopts the technical methods such as difference comparison, correlation analysis, Mann-Kendall, etc. to analyze the statistical characteristics, regional differences, and temporal and spatial variation condition of ten monitoring points of Hongze Lake in 1986-2013 as well as the reason for the time and space variation of TN and TP. The results show that the TN and TP of Hongze Lake change dramatically during the period of 1994-2004. In all the monitoring periods, TN and TP of the HZ5, HZ6, HZ7, HZ8 monitoring points in the estuary surrounding the Huaihe River are the highest, which suggests that TN and TP of Hongze Lake should not be ignored for the pollution along the Huaihe River. The TN concentration in the core area is the highest, but that in the development control area is the lowest. In most of the years, TN concentration is higher than 2 mg/L, and the water quality is V class and poor V class water quality in China's Environmental Quality Standards for Surface Water (GB3838-2002). TP concentration of the three areas is basically close, that is lower than 2 mg/L in most of the years, and the water quality is within the V class. The TN and TP concentration of Hongze Lake decreased and intensifying trend of eutrophication is controlled after 2004.

서울 地域 降水中 이온成分 分析資料의 解析 (Interpretation of Analytical Data of Ion Components in Precipitation, Seoul)

  • 강공언;이주희;김희강
    • 한국대기환경학회지
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    • 제12권3호
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    • pp.323-332
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    • 1996
  • Precipitation samples were collected by the wet-only sampling method at Seoul from September 1993 to June 1995. Sample were analysed for the anions $(NO_3^-, NO_2^-, SO_4^{2-}, Cl^-, and F^-)$ and cations $(Na^+, K^+, Ca^{2+}, Mg^{2+}, and NH_4^+)$ in addition to pH and electric conductivity. In order to establish the chemical analysis data of high quality, the assurance checks for analytical data of precipitation were performed by considering the ion balance and by comparing the measured conductivity with the calculated conductivity. As we applied the various assurance checking methods by the ion balance used until recently to a data set measured in this study, the f value expressed as $\Sigma C/\Sigma A$ was found to be not appropriate for the data screening. Also, the scattering plot between cations and anions in each sample was found to show the general tendency of ion balance but was proved to not quantitate the standard of data screening at a data set of samples of various concentration levels. The h value defined as (A-C)/C for C $\geq$ A and (A-C)/A for C < A was used to check the ion balance. However, the standard of data screening by h value must very in response to total ion concentration of samples. In this study, the quality assurance of chemical analysis data was checked by considering both the ion balance of evaluating by h value and the conductivity balance. Further the quality control was achieved by these quality assurance methods. As the result, 67 samples among total 77 were obtained as valid. As the central tendency value for a statistical summary in the analytical parametr of samples, the volume-weighted mean value was found to represent more the general chemistry of precipitation rather than the arithmetic mean. The volume-weighted mean pH was 5.0 and 25% of samples was less than this mean. The concentrations of sufate and nitrate in precipitation were 90.4 ueq/L and 32.4 ueq/L which made up 59% and 21% of all anions. The raion of $SO_4^{2-}/(NO_3^- + NO_2^-)$ in precipitation was 2.7, which indicates that the contributions of $H_2SO_4$ and $HNO_3$ to the acidity of precipitation are 70% and 30%, respectively.

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서포트 벡터 머신과 공정능력분석을 이용한 군 통신 쉘터의 EMI 차폐효과 안정 포인트 탐색 연구 (A Study on Searching Stabled EMI Shielding Effectiveness Measurement Point for Military Communication Shelter Using Support Vector Machine and Process Capability Analysis)

  • 구기범;권재욱;진홍식
    • 한국산학기술학회논문지
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    • 제20권2호
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    • pp.321-328
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    • 2019
  • 군 통신 쉘터는 내부에 통신 및 환경장비를 탑재하여, 네트워크 중심전에서 다양한 무기체계들의 통합적인 전투력 발휘를 위해 요구되는 정보의 송/수신 기능을 실시간 보장하고 전술환경의 생존성을 극대화시키는 장비이다. 쉘터 내부에 다양한 통신용 장비가 탑재되기 때문에 외부로부터의 전자기 공격에 대한 차페 성능을 반드시 보장해야한다. 본 연구에서는 데이터 마이닝 기법(서포트 벡터 머신)과 통계적 품질관리 기법(공정능력분석)을 이용하여 군 통신용 쉘터에서 차폐성능이 안정된 지점을 탐색하는 연구를 진행하였다. 안정된 지점의 탐색을 위하여 45대 쉘터의 EMI 차폐효과 측정데이터를 활용하였다. 먼저, 차폐효과가 안정되었다고 판단할 수 있는 기준을 세우고 서포트 벡터 머신으로 해당 기준에 부합하는 측정 포인트 집단과 그 외의 집단을 분리, 이 두 집단을 분류할 수 있는 분류 하이퍼플레인을 작성하였다. 그리고 공정능력분석을 이용하여 차폐효과 측정 데이터를 분석, 공정능력지수가 높은 측정 포인트와 서포트 벡터 머신의 하이퍼플레인으로 분류한 측정 포인트를 상호 비교함으로써 분류된 측정 포인트의 타당성과 차폐효과가 안정된 정도를 분석하였다. 분석 결과, 24개의 측정포인트에서 안정된 차폐 성능을 보유하고 있음을 확인하였다.

인공 신경망을 이용한 실시간 용접품질 예측에 관한 연구 (A Study on the Prediction of Welding Flaw Using Neural Network)

  • 조재형;고상현
    • 디지털융복합연구
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    • 제17권5호
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    • pp.217-223
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    • 2019
  • 자동차 분야에서 저항 점용접의 결함 및 품질을 실시간으로 예측할 수 있는 연구는 원가절감과 고품질 생산을 위한 필수 불가결한 연구 분야라 할 수 있다. 용접 품질은 전단강도와 너깃의 크기에 의해서 결정되며 여러 가지 독립변수에 따라 결과가 달라진다. 실시간 예측시스템을 개발하기 위하여 다중 회귀분석을 실시하여 3개의 독립변수로 두 가지 종속변수를 충분한 통계적 결과로 구하였으나 회귀식에 의한 품질 예측은 정확도를 보장할 수 없었다. 본 연구에서는 다층 신경망 회로를 구축하였다. 10가지의 동저항 변수에 의한 신경망은 3개의 은닉층을 구축하여 실행 함수와 가중치 행렬을 구하였다. 그러나 이 경우, 입력 변수가 너무 많아 실시간 제어에 어려움이 있을 수 있으므로 회귀분석에 의한 3개의 독립변수로 신경망을 구축하였다. 그 결과 모든 시험데이터를 불량, 부분 불량, 양품으로 구분하는데 성공하였다. 따라서 다중 회귀분석에 의해서 구한 3개의 독립변수에 의한 실시간 용접 품질 판정 시스템을 완성할 수 있었다.

Korean National Emissions Inventory System and 2007 Air Pollutant Emissions

  • Lee, Dae-Gyun;Lee, Yong-Mi;Jang, Kee-Won;Yoo, Chul;Kang, Kyoung-Hee;Lee, Ju-Hyoung;Jung, Sung-Woon;Park, Jung-Min;Lee, Sang-Bo;Han, Jong-Soo;Hong, Ji-Hyung;Lee, Suk-Jo
    • Asian Journal of Atmospheric Environment
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    • 제5권4호
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    • pp.278-291
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    • 2011
  • Korea has experienced dramatic development and has become highly industrialized and urbanized during the past 40 years, which has resulted in rapid economic growth. Due to the industrialization and urbanization, however, air pollutant emission sources have increased substantially. Rapid increases in emission sources have caused Korea to suffer from serious air pollution. An air pollutant emissions inventory is one set of essential data to help policymakers understand the current status of air pollution levels, to establish air pollution control policies and to analyze the impacts of implementation of policies, as well as for air quality studies. To accurately and realistically estimate administrative district level air pollutant emissions of Korea, we developed a Korean Emissions Inventory System named the Clean Air Policy Support System (CAPSS). In CAPSS, emissions sources are classified into four levels. Emission factors for each classification category are collected from various domestic and international research reports, and the CAPSS utilizes various national, regional and local level statistical data, compiled by approximately 150 Korean organizations. In this paper, we introduced for the first time, a Korean national emissions inventory system and release Korea's official 2007 air pollutant emissions for five regulated air pollutants.

신축건물 사무실내 식물 적용의 실내 공기질 및 재실자 건강영향 평가 - 알레르기 비결막염 및 스트레스 관련 증상설문을 중심으로 - (Impact of Indoor Plants on Indoor Air Quality and Occupational Health in Newly Built Public Building Offices - Focusing on Allergic Conjunctivitis and Stress-related Symptom Questionnaires -)

  • 이용원;임영욱;김광진;김호현
    • 한국환경보건학회지
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    • 제43권4호
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    • pp.334-348
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    • 2017
  • Objectives: We investigated the impacts of indoor plants on indoor air quality and occupational health, focusing on allergic rhinconjunctivitis and stress among employees in new office buildings. Methods: A total of 34 employees working at new public office buildings were enrolled as subjects (n=17, with indoor plants) and as a control (n=17) group. Before and after introducing indoor plants for three months, indoor air quality measurements including VOCs and aldehydes and questionnaires on sick building syndrome, AR symptoms (ARIA based), stress (DASS 42, KOSS, and SACL), and indoor characteristics were performed and statistically analysed. Results: Among the 34 enrolled subjects, 19 were included in the probable AR subject group (subjects with indoor plants, n=8, control n=11) and completed all questionnaires. Statistical analyses were done for total, AR subject groups, and controls. As a result, it was confirmed that major indoor air pollutants decreased after the introduction of indoor plants (p<0.5). Among major symptoms of allergic rhinoconjunctivitis, watery rhinorrhea, nasal stuffiness, and nasal itching indexes decreased (p<0.5, respectively). A decrease was noted in some areas of work-related stress indexes (mainly KOSS) among the subject group (total and AR) and a decrease of indoor environmental attractiveness among the control group (total and AR) (p<0.5, for all). Conclusions: Indoor plants may help reduce indoor air pollutants and decrease AR symptoms and work-related stress of employees in newly built office buildings. Various further follow-up studies on the mechanism of environmental, physical, and emotional influences and utilization of indoor plants in association with allergic diseases will be needed.

딥러닝 기반 영상처리를 이용한 골재 품질 검사 (Examination of Aggregate Quality Using Image Processing Based on Deep-Learning)

  • 김성규;최우빈;이종세;이원곡;최근오;배유석
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제11권6호
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    • pp.255-266
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    • 2022
  • 콘크리트의 주재료인 골재 중 굵은 골재의 품질관리는 현재 샘플링을 통한 통계적 공정관리(SPC) 방법으로 하고 있다. 본 논문은 굵은 골재에 대한 품질관리를 현재의 체거름 방식을 대신 카메라를 통해 획득한 영상을 기반으로 굵은 골재를 검사하게 바꾸어 제조 혁신을 위한 스마트팩토리를 구축하였다. 먼저, 얻은 영상을 전처리 하였고, 딥러닝으로 학습된 HED(Holistically-nested Edge Detection)필터는 각각의 물체를 Segmentation하였다. 이 Segmentation한 결과를 영상 처리하여 각각의 골재를 분석 후 이 결과를 바탕으로 조립률, 입형률을 파악한다. 영상을 통해 얻은 골재들의 조립률, 입형률을 계산하여 골재의 품질을 검사하였고 알고리즘의 정확도는 실제로 체 가름 방식을 통해 골재의 품질을 비교한 것과 90% 이상의 정확도를 보이는 결과가 나왔다. 또한 기존의 방법으로는 골재의 입형률을 검사할 수 없었지만 본문의 내용을 통해 골재의 입형률도 측정할 수 있게 되었다. 입형률의 경우 도형을 사용하여 검증하였는데 이는 ±4.5%의 차이를 보였다. 골재의 길이 측정의 경우 실제 골재의 길이를 비교하였는데 ±6%의 차이를 보였다. 실제 3차원의 데이터를 2차원의 영상에서 분석하다보니 실제 데이터와 차이가 생겼는데 이는 추후 연구가 필요하다.

On-line Measurement and Characterization of Nano-web Qualities Using a Stochastic Sensor Fusion System Design and Implementation of NAFIS(NAno-Fiber Information System)

  • Kim, Joovong;Lim, Dae-Young;Byun, Sung-Weon
    • 한국섬유공학회:학술대회논문집
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    • 한국섬유공학회 2003년도 The Korea-Japan Joint Symposium
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    • pp.45-46
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    • 2003
  • A process control system has been developed for measurement and characterization of the nanofiber web qualities. The nano-fiber information system (NAFIS) developed consists of a measurement device and an analysis algorithm, which are a microscope-laser sensor fusion system and a process information system, respectively. It has been found that NAFIS is so successful in detecting irregularities of pore and diameter that the resulting product has been quitely under control even at the high production rate. Pore distribution, fiber diameter and mass uniformity have been readily measured and analyzed by integrating the non-contact measurement technology and the random function-based time domain signal/image processing algorithm. Qualifies of the nano-fiber webs have been revealed in a way that the statistical parameters for the characteristics above are calculated and stored in a certain interval along with the time-specific information. Quality matrix, scale of homogeneity is easily obtained through the easy-to-use GUI information. Finally, ANFIS has been evaluated both for the real-time measurement and analysis, and for the process monitoring.

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HACCP 적용 학교 급식소의 조리종사자 대상 위생교육 프로그램 개발 (Developing Food Safety Education Program for Employees at School Foodservice Implementing HACCP)

  • 이혜연;배현주
    • 대한지역사회영양학회지
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    • 제21권1호
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    • pp.84-92
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    • 2016
  • Objectives: This study was performed to develop a food safety education program for school foodservice employees and evaluate its effectiveness. Methods: Food safety education programs were made into two levels; one for new employees in school foodservice and another for employees in charge of Critical Control Point (CCP) monitoring. The programs were for 40-minute-long lecture using PowerPoint. The effectiveness of these programs were assessed based on eleven evaluation items by school foodservice dieticians (n=30) and the Hazard Analysis Critical Control Point (HACCP) specialist (n=13). All statistical analyses are conducted by SPSS package program (ver 20.0). Results: According to the results of evaluating the food safety education program by dietitian and HACCP specialist, the overall satisfaction score was 4.14, evaluated by 5 point scale. There were no significant difference in results of evaluation between dieticians and HACCP specialists. The score of 'it is helpful to work' and 'pictures, images and charts are pertinent to study' were higher than others while the score of 'education contents is pleasant and interesting' and 'screen is pleasant and interesting' were the lowest among all evaluation items. Conclusions: To increase the school foodservice quality, employees should be offered regular food safety education and training through effective education media including prerequisite program and HACCP manual for school foodservice.