• 제목/요약/키워드: A Statistical Process Control System

검색결과 194건 처리시간 0.03초

Statistical Analysis of Count Rate Data for On-line Seawater Radioactivity Monitoring

  • Lee, Dong-Myung;Cong, Binh Do;Lee, Jun-Ho;Yeo, In-Young;Kim, Cheol-Su
    • Journal of Radiation Protection and Research
    • /
    • 제44권2호
    • /
    • pp.64-71
    • /
    • 2019
  • Background: It is very difficult to distinguish between a radioactive contamination source and background radiation from natural radionuclides in the marine environment by means of online monitoring system. The objective of this study was to investigate a statistical process for triggering abnormal level of count rate data measured from our on-line seawater radioactivity monitoring. Materials and Methods: Count rate data sets in time series were collected from 9 monitoring posts. All of the count rate data were measured every 15 minutes from the region of interest (ROI) for $^{137}Cs$ ($E_{\gamma}=661.6keV$) on the gamma-ray energy spectrum. The Shewhart ($3{\sigma}$), CUSUM, and Bayesian S-R control chart methods were evaluated and the comparative analysis of determination methods for count rate data was carried out in terms of the false positive incidence rate. All statistical algorithms were developed using R Programming by the authors. Results and Discussion: The $3{\sigma}$, CUSUM, and S-R analyses resulted in the average false positive incidence rate of $0.164{\pm}0.047%$, $0.064{\pm}0.0367%$, and $0.030{\pm}0.018%$, respectively. The S-R method has a lower value than that of the $3{\sigma}$ and CUSUM method, because the Bayesian S-R method use the information to evaluate a posterior distribution, even though the CUSUM control chart accumulate information from recent data points. As the result of comparison between net count rate and gross count rate measured in time series all the year at a monitoring post using the $3{\sigma}$ control charts, the two methods resulted in the false positive incidence rate of 0.142% and 0.219%, respectively. Conclusion: Bayesian S-R and CUSUM control charts are better suited for on-line seawater radioactivity monitoring with an count rate data in time series than $3{\sigma}$ control chart. However, it requires a continuous increasing trend to differentiate between a false positive and actual radioactive contamination. For the determination of count rate, the net count method is better than the gross count method because of relatively a small variation in the data points.

환자 기반 실시간 정도관리의 적용 (Application of Patient-based Real-time Quality Control)

  • 이승모;신경아
    • 대한임상검사과학회지
    • /
    • 제56권2호
    • /
    • pp.105-114
    • /
    • 2024
  • 임상검사실은 질관리 시스템(quality management system)을 구축하여 일정 수준 이상의 질 확보를 위해 노력하여야 한다. 그러나 검사실 환경은 매우 복잡하여 단일 정도관리 절차로는 다양한 유형의 오류를 감지하는데 충분하지 않을 수 있다. 환자 기반 실시간 정도관리(patient-based real-time quality control, PBRTQC)는 테스트 과정을 모니터링하기 위한 검사실 도구로써 Bull's 알고리즘, 정상치 평균, 이동 중앙값, 이동평균, 지수가중이동평균과 같은 알고리즘이 활용되고 있다. PBRTQC는 저렴한 비용, 교환 가능성, 지속적인 실시간 성능 모니터링, 분석 전 오류에 대한 민감도 등 기존 정도관리에 비해 많은 이점이 있다. 그러나 PBRTQC는 통계 알고리즘의 선택, 적절한 규칙과 프로토콜의 설계, 성능검증 등을 고려해야하므로 구현하기가 쉽지만은 않다. 본 리뷰에서는 PBRTQC의 기본 개념과 방법 및 절차에 대해 설명하였으며, 이를 통해 환자 기반 정도관리 시스템 구현을 위한 지침을 제시하고자 하였다. 이에 기존의 내부정도관리의 성능이 제한적일 경우 PBRTQC 절차를 병용하는 것을 제안하고자 한다. 본 리뷰에서는 임상적 평가는 배제되었으며, 향후 이에 대한 평가가 요구된다.

고속열차의 주행 동적성능 평가시스템 개발 (Development of Performance Evaluation System for a High-speed train)

  • 박은천;강형구;최준성;김은성;김만철
    • 한국철도학회:학술대회논문집
    • /
    • 한국철도학회 2011년도 정기총회 및 추계학술대회 논문집
    • /
    • pp.3226-3236
    • /
    • 2011
  • In this paper, with the background features on which measuring the transverse left-right and up -down vibration of wheel, bogie and body by wireless measurement system, performance evaluation systems which can assess the running behavior of high speed trains based on UIC code 518-OR and evaluate the ride comfort of them based on ISO code 2631 and UIC code 513 were developed. The characteristics of dynamic vibration are generally analyzed by an acceleration of a car body of high speed train and the acceleration can be applied to evaluation of running safety. In this paper, also matching system of distance from tachometer and vibration from accelerometer was programmed in development software, and the SD card embedded system which prevent to loss of data in wireless measurement was mounted on this system. Finally the software perform to analysis with filtering and statistical post-process in the unit sections and zones and focus on developing the capability monitoring in the main control center. For the verification of this system, the running behavior and safety factor were analyzed based on field measured data of the Cheonjun-gunnum-sun turn out point in the new KTX railway.

  • PDF

저출력 레이저 조사 백서구강점막 창상부 Langerhans 세포에 미치는 영향에 관한 실험적 연구 (Experimental study on the effect of low energy laser irradiation in Langerhans cell of Lanaged rat oral mucosa)

  • 조재오
    • Maxillofacial Plastic and Reconstructive Surgery
    • /
    • 제15권3호
    • /
    • pp.217-228
    • /
    • 1993
  • The purpose or this study was to observe the histological alteration of Langerhans cells on wound healing process in applying low energy laser irradiation. For this study, 50 Spraque-Dewly rats, weighing 150Gm or more were devided into control, experimental control group(0), 47.5Hz(1), 190Hz(3), 380Hz(5), 760Hz(7), lased group. All the experimental animals were made excision wound on buccal mucosa, 2mm depth, and lased with stoma laser (904nm, semconductor type ASGaAI, Sedalac France) 47.5Hz, 380Hz, 960Hz, 3minutes one time respectively except experimental control group. After the experiment, experimental animals were sacrificed after 24hours, 48hours, 72hours on each. Taken specimens were embedden in paraffin, sectioned 6-8u in thickness. And the langerhans cell were detected using ant S-100 protein antibody, and histochemically processed with Avidin Biotin complex method. All the Langerhan cells were calculated under light microspe in 400 multiplication field and standard deviation, probability test between each group were evaluated using statistical analysis system(S.A.S)program. Following results were obtained. 1. Langerhan cells were increased in experimental control group compared to that in control group(P<0.01). 2. 24hour after experiments, Langerhans cell were decreased compare to that in control group and control experimental group 5, 1, 3. Probability test shows significance between control experimental and 5, 1, 3 group on a =0.05 range. 3. 48our after experiment, Langerhans cells were decreased compare to that on experimental control group, and probability test shows significance between control experimental and 3, 7, 5 group an a=0.05 range. 4. 72hour after experiments, Langerhans cells were decreased compare to that on experimental control group and probability test on group comparison shows significance between control experimental and 1, 5 and 1 between 3, 7 between 3, and 5, between 7, respeilively on a=0.05 range. 5. Langerhans cells number in experimental group were decreased compare to that on experimental control group in applying laser irradiation.

  • PDF

ATM 네트워크에서 우선권을 갖는 반응 혼잡 제어에 관한 연구 (A Study on Reactive Congestion Control with Loss Priorities in ATM Network)

  • 박동준;김형지
    • 한국정보처리학회논문지
    • /
    • 제3권4호
    • /
    • pp.697-708
    • /
    • 1996
  • 본 논문에서는 ATM 망에서 우선권을 갖는 반응 혼잡 제어에 대해 연구하였다. 버퍼에 접속에 대한 우선권 할당은 부분 버퍼 공유 기법으로 대부분의 트래픽 요구를 만족 시키기 위해 망 자원의 이용을 향상 시키기가 위해 사용되어 졌다. 도착 모델은 MMPP(Markov Modulated Poisson Process)를 사용하였다. 우선권 할당에 의한 부분버퍼 공유 기법이 실제 ATM망에서 버스트 트래픽에 대한 영향을 분석하였다. 이러한 기법으로 버스트트래픽에 대한 시스템의 셀 수를구하고 손실 확률도 구해 보았다. 예방 제어가 망 내에서 동작 중에 있을 지라도 트래픽소스의 예측할 수 없는 통계적 변동으로 인해 여전히 혼잡이 발생할 수가 있다. 이논문 에서는 반응혼잡 제어를 연구한다. 반응 혼 잡제어에서 각각의 소스는 전송된 셀을노드에서 트래픽 부하로 변화시킨다. ATM망에서 반응 혼잡 제어방식을 병용하므로써 더욱 효율적인 제어를 하는 것이다. 해석적인 모델을 개발하여 우선권을 가지는 반응 혼잡 제어의수학적 해석을 수행하 였다.수치적인 결과는 우선권이 없는 계층의 성능에 대한 영향력을 거의 가지고 있지 않는 높은 우선권을 갖는 계층에 대해 손실 확률 값의 개선을 보여준다. 또한, 우선권을 가지는 반응 혼잡 제어는 혼잡을 피하는 것과 통례적 이득을 얻는 데 있어서 매우 효 과적임을 보여준다.

  • PDF

임상 의료장비 인터페이스를 이용한 검사실 전산화 구현 : I. ABGA(Arterial Blood Gas Analyser)를 중심으로 (Computerizing Clinical Laboratory with Clinical Devices Interface : I. With a focus on ABGA(Arterial Blood Gas Analyzer))

  • 김선칠;권덕문
    • 대한디지털의료영상학회논문지
    • /
    • 제8권1호
    • /
    • pp.21-26
    • /
    • 2006
  • Hospitals these days are trying to introduce the a practice has recently been generalized in the test or diagnosis process, where test results and images from different test labs are interlinked together. This process is identical to that of physical aspect in EMR process, which computerizes the paper results within the hospital. One of the prerequisites for the process of computerizing test results is the interface between clinical test devices in the test labs. However, due to the variety of prescription inputs, disparity of test result papers, complexity of job in test labs and diversify of interfaces among the different devices, interconnection with the hospital information system is a complicated job. A universal control of clinical test devices which have independent communication protocols has become possible by connecting them with an interface workstation. As for the patients, waiting time for test has been reduced, and, thanks to the synchronized result retrieval system, it has become possible to check the test results on the very day of the test. As a result, the length of hospitalization has been reduced, too. In terms of workflow, as the transfer of charts and transfer of result papers are separated, the embarrassing job of collecting result papers has disappeared. As patients' test appointment and the results processing can be made on-line, extra work for doctors have disappeared. And, thanks to the computerization of test results information management, the job of statistical processing has become convenient.

  • PDF

한국 의류산업의 QR Technology 도입과 효과에 대한 연구 (QR Technology Adoption and Effects in Korean Apparel Industry)

  • 신상무;장성환
    • 복식
    • /
    • 제44권
    • /
    • pp.168-179
    • /
    • 1999
  • In order to settle down structural causes of the process of distribution and apparel production in domestic fashion industry, and to raise competitive power with changing market environment, we need to bulid up Quick Response(QR) system based on information technology such as EDI(Electronic Data Interchange), KAN(Korea Article Number), and POS(Point of Sales), POS is the most valuable information tool to promote QR system paractically. The purpose of this study was to investigate motivation of POS adoption, problems in operating the system, and satisfaction on POS effects. Data were collected by sending questionnaire to the managers in apparel firms which were using POS. Statistical devices were t-test, frequency with SAS program. The results fo the study were as follows: 1. The degree of satisfaction to POS effects was rather good. Especially, rapid evaluations on new products gave the greatest satisfaction to the users. 2. Satisfaction degree of POS effects according to introduces time and organization characteristic(number of employees) have no significant difference, but the firms which have higher annual sales volume showed higher satisfaction degree. Merchandise department showed higher satisfaction on POS effects. 3. The motivation of POS adoption was an effective logistics control with consumer information as a marketing strategy. The problems in operating the system were lack of investment, and professionals. They almost didn't have KAN code, instead, have their own code system.

  • PDF

공학사 학위 연계형 일학습병행제에서 학위 수여를 위한 졸업 작품 운영에 관한 연구 (A Study on the Operation of Graduation Portfolio for Degree Conferment in Engineering Bachelor Degree-Linked Work-Study Parallel System)

  • 장은영
    • 실천공학교육논문지
    • /
    • 제13권3호
    • /
    • pp.507-514
    • /
    • 2021
  • 본 연구에서는 K대학교 공과대학에서 학위 연계형 일학습병행제 학습근로자들에게 최초로 학위를 수여한 2020년 2월 졸업자를 대상으로 이루어진 조별 졸업 작품 제작과 그 결과를 공학 논문 체계로 완성하는 단계까지 진행한 과정을 제시하고, 대상자들에게서 얻어진 39개 항목의 설문조사 결과를 같은 학년도 졸업자인 같은 전공의 전일제 학생들의 결과들과 비교 분석하였다. 5개 대표 응답 문항을 집단별로 구분하여 통계 분석을 시도하였으나, 각 집단별 인원이 30명 미만으로 응답 결과의 정규성 검정 및 모수적 방법에 의한 통계 분석이 제한되었다. 그러나 가능한 일표본 t-검정을 중심으로 작품 주제 변경 횟수와 조원간 만족도, 작품 지도에 관련된 응답 항목에서 5점 척도 기준 집단간 평균 0.8점 이상 차이가 남을 확인하였고, 이에 대한 대처 방안을 제시하였다.

자동차 크랭크 軸用 鋼材의 棒對棒 同種材 摩擦熔接의 疲勞强度 特性 및 AE 評價 (Optimization of Bar-to-Bar Similar Friction Welding of Crank Shaft for Motor Vehicle and the Weld Fatigue Strength Properties and its AE Evaluation)

  • 오세규;양형태;김헌경
    • 한국해양공학회지
    • /
    • 제13권2호통권32호
    • /
    • pp.74-82
    • /
    • 1999
  • Nowadays, the crank shaft motor vehicle has become essential as the important component. The machining precision was asked for manufacturing the shaft. They could be unstable in the quality by the conventional are welding. Both in-process quailty control and high reliability of the weld are the major concerns in applying friction wlding to the economical and qualified mass-production. No reliable nondestructive monitoring method is avaliable at present to determine the real-time evaluation of automatic production quality control for bar-to-bar friction welding of the crank shaft of O.D 24mm for motor vehicle. This paper, so that, presents the experimental examinations and statistical quantitative analysis of the correlation between the cumulative counts of acoustic emission(AE) during plastic deformation periods of the welding and the tensile strength and other properties of the bar-to-bar welded joints of O.D. 24mm shaft as well as the various welding variables, as a new approach which attempts finally to develop real-time quality monitoring system for friction welding, resulting in practical possiblility of real-time quality control more than 100% joint efficiency showing good weld with no micro structural defects.

  • PDF

Application of adaptive neuro-fuzzy system in prediction of nanoscale and grain size effects on formability

  • Nan Yang;Meldi Suhatril;Khidhair Jasim Mohammed;H. Elhosiny Ali
    • Advances in nano research
    • /
    • 제14권2호
    • /
    • pp.155-164
    • /
    • 2023
  • Grain size in sheet metals in one of the main parameters in determining formability. Grain size control in industry requires delicate process control and equipment. In the present study, effects of grain size on the formability of steel sheets is investigated. Experimental investigation of effect of grain size is a cumbersome method which due to existence of many other effective parameters are not conclusive in some cases. On the other hand, since the average grain size of a crystalline material is a statistical parameter, using traditional methods are not sufficient for find the optimum grain size to maximize formability. Therefore, design of experiment (DoE) and artificial intelligence (AI) methods are coupled together in this study to find the optimum conditions for formability in terms of grain size and to predict forming limits of sheet metals under bi-stretch loading conditions. In this regard, a set of experiment is conducted to provide initial data for training and testing DoE and AI. Afterwards, the using response surface method (RSM) optimum grain size is calculated. Moreover, trained neural network is used to predict formability in the calculated optimum condition and the results compared to the experimental results. The findings of the present study show that DoE and AI could be a great aid in the design, determination and prediction of optimum grain size for maximizing sheet formability.