• 제목/요약/키워드: Data quality control

검색결과 3,205건 처리시간 0.031초

인공 신경망의 패턴분석에 근거한 지능적 부품품질 관리시스템의 설계 (Design of Intelligent Material Quality Control System based on Pattern Analysis using Artificial Neural Network)

  • 이장희;유성진;박상찬
    • 품질경영학회지
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    • 제29권4호
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    • pp.38-53
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    • 2001
  • In resolving industrial quality control problems, a vector of multiple quality characteristic variables is involved rather than a single variable. However, it is not guaranteed that a multivariate control chart based on statistical methods can monitor abnormal signal in case that small changes of relationship between each variables causes abnormal production process. Hence a quality control system for real-time monitoring of the multi-dimensional quality characteristic vector under a multivariate normal process is needed to enhance tile production system quality performance. A pattern analysis approach based on self-organizing map (SOM), an unsupervised learning technique of neural network, is applied to the design of such a quality control system. In this study we present a new material quality control system based on pattern analysis approach and illustrate the effectiveness of proposed system using actual electronic company material data.

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서지데이터베이스의 품질관리-K관의 MARC레코드 분석을 중심으로 -

  • 김지훈
    • 한국도서관정보학회지
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    • 제21권
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    • pp.401-429
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    • 1994
  • According to database and information technology development, many interests of database quality control have being increase. The purpose of database quality control is improvement quality of data itself as well as database system to satisfy user's need. As this paper was especially written about quality control of bibliographic database, to embody complete bibliographic database, it was invested numerous errors and its case by analyzing MARC records. In addition, it was presented that high degree's cataloging education, introduction of su n.0, pporting systems, and development of intelligent quality control system for quality improvement.

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대화식 의사결정나무를 이용한 보건의료 데이터 질 관리 알고리즘 개발: 당뇨환자의 고혈압 동반을 중심으로 (Development of Healthcare Data Quality Control Algorithm Using Interactive Decision Tree: Focusing on Hypertension in Diabetes Mellitus Patients)

  • 황규연;이은숙;김고원;홍성옥;박정선;곽미숙;이예진;임채혁;박태현;박종호;강성홍
    • 보건의료산업학회지
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    • 제10권3호
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    • pp.63-74
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    • 2016
  • Objectives : There is a need to develop a data quality management algorithm to improve the quality of healthcare data using a data quality management system. In this study, we developed a data quality control algorithms associated with diseases related to hypertension in patients with diabetes mellitus. Methods : To make a data quality algorithm, we extracted the 2011 and 2012 discharge damage survey data from diabetes mellitus patients. Derived variables were created using the primary diagnosis, diagnostic unit, primary surgery and treatment, minor surgery and treatment items. Results : Significant factors in diabetes mellitus patients with hypertension were sex, age, ischemic heart disease, and diagnostic ultrasound of the heart. Depending on the decision tree results, we found four groups with extreme values for diabetes accompanying hypertension patients. Conclusions : There is a need to check the actual data contained in the Outlier (extreme value) groups to improve the quality of the data.

객관 분석에 의한 복잡지형의 대기유동장 수치모의와 모델에 의한 자료질 조절효과 (Numerical Interpolation on the Simulation of Air Flow Field and the Effect of Data Quality Control in Complex Terrain)

  • 이화운;최현정;이강열
    • 한국대기환경학회지
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    • 제21권1호
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    • pp.97-105
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    • 2005
  • 본 연구는 복잡한 도시 대기환경 모의에 사용된 중규모 기상장 모델이 모수화 방법이나 해상도 등과 같은 물리적 한계를 갖는 점에 대해 관측값 객관분석과 그 내삽되는 자료의 조절과정 (Quality control)이 대기유동장 수치모의에 미치는 효과의 검증을 위해 설계되었으며, 한 적절한 자료의 조절방법을 제시하였다. 먼저 기상 관측소의 지점위치에 따른 Quality control결과에서는 도심 내에 위치한 기상관측자료들은 주변에 다수 존재할 가능성이 큰 건물과 지형이 주는 영향에 의해 대표성이 떨어지는 자료를 생산할 가능성이 있는 것으로 나타났으며, 오히려 해수ㆍ담수 부근지역에 위치하여 일관된 바람장과 기온장을 형성하는 자료들이 모델 내에서 자료의 대표성이 특히 기온보다는 풍속에서 나타나고 있다. 모델 내에서 역학적인 관계를 만족시키는 관측값의 유효성에 대한 Quality control 결과 기온이 풍속보다 향상되고 있는 것으로 나타났으며 가능한 한 모델링 도메인 영역에 포함되어 있는 기상 자료들을 많이 내삽하는 것이 더 효과적으로 모델의 해석능력을 향상시키는 것으로 나타났다 이것은 대표성있는 어떤 지점의 선택보다는 모델 내에서 크게 고려되지 않았던 복잡한 도심의 아스팔트, 건물, 지하철, 도로, 자동차등에 의해 발생될 가능성이 있는 열에 대한 정보의 반영은 결과적으로 모델의 해석에 유리하게 적용되며, 서울을 비롯한 수도권지역의 AWS에 포함되어있는 기온자료는 모델 내에서 정체되거나 확장되어 있는 고온역에 대한 모사에 적절하게 사용될 수 있음을 나타낸다.

Product Quality Control Activities and Repurchase Intention in Agro-product E-commerce

  • Zi-Hui BAI;Chao XU;Sung Eui CHO
    • 융합경영연구
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    • 제12권1호
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    • pp.1-15
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    • 2024
  • Purpose: This study aims to explore the critical factors in the quality control activities of agricultural products in e-commerce companies and analyze how these factors affect customers' perceived value and repurchase intention. Finally, it further reveals the mediating role of perceived value between the factors of quality control activities of agricultural products and customer repurchase intention. Research design, data and methodology: This study identified six independent factors within agricultural product quality control activities: freshness, assurance, diversity, grading, packaging, and timeliness. Subsequently, the impact of these factors on customer repurchase intention was analyzed. Additionally, perceived value was considered as an intermediary variable between the independent and dependent variables. Data was gathered from 269 Chinese consumers who had experience purchasing on agricultural product e-commerce websites. Results: The study results indicate that the relevant factors within agricultural product quality control activities strongly influence customer repurchase intention, with perceived value mediating this relationship. Conclusions: The significance of this study lies in its exploration of the relevant factors within agricultural product e-commerce's product quality control activities. It identifies their impact on customer repurchase intention and confirms the mediating role of perceived value. The results of this research offer valuable insights and practical guidance for academics in related research fields and practitioners in the agricultural product e-commerce industry.

냉각탑 수질관리를 위한 자동화 시스템 개발 (Water Quality Control System Development for Cooling Towers)

  • 이기건;송무준;이영재;성상경;강태삼
    • 제어로봇시스템학회논문지
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    • 제14권1호
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    • pp.36-41
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    • 2008
  • Cooling tower is an important equipment of the cooling systems for large buildings like factory and department store. Water used for cooling in cooling tower is reused continuously. If the water is polluted, corrosion and scale can happen at equipments and pipes. In order to prevent this problem, it is necessary to control the water quality using chemicals. To control the water quality, an automatic control system is designed, fabricated, and experimented. The control system is based on an imbedded microcontroller. Relays are used for power driving, an LCD and LED for display, and RS485 for remote data acquisition. Monitoring program is also developed for easy man-machine interface and extraction of data stored in the imbedded processor and EEPROM. The control system calculates amounts of chemicals necessary using sensor data and injects the chemicals into the cooling tower on proper time. The developed water quality control system is expected to reduce cost of maintenance and extend the lifetime of the cooling systems with low cost.

한국제조기업 품질관리활동의 동적 분석 (An Dynamic Analysis of Quality Control in Korean Manufacturing Industry)

  • 이순룡;이광재
    • 산업경영시스템학회지
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    • 제10권16호
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    • pp.183-195
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    • 1987
  • The effectiveness of quality control is contingent to adaptability to the present circumstance. The objectives of this study are to provide empirical data to carry out qualify control effectively. To accomplish this purpose, an empirical study was made by questionaire (mailing survey method, Feb. to Mar. in 1987). The sample is the 167 companies in Korean manufacturing industry. The main findings out of the analysis are as follows the stage of quality control is concentrated in appraisal phase, the company standard is equiped gradually in non-KS marked company and the need of economic evaluation about quality control is increased gradually. With a view to analysing of relationship between quality control and it's effect factors (company standard, KS mark, computer based information system), the methods of $\chi$$^2$ test are used. The company standard have a significant difference in top manager's altitude to duality control, operation stage of quality control. operation scope of qualify control and quality budgeting system but is insignificant with economic evaluation about duality control. Otherwise, KS mark is insignificant with the equality control activity except for operation scope. The quality information system based in computer have a significant difference in operation stage, operation scope and economic evaluation. Therefor, for the purpose of attaining effectiveness of quality control through the economic evaluation about quality control, the company standard and computer based duality information system must be utilized in quality control activity.

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Optimal SMDP-Based Connection Admission Control Mechanism in Cognitive Radio Sensor Networks

  • Hosseini, Elahe;Berangi, Reza
    • ETRI Journal
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    • 제39권3호
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    • pp.345-352
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    • 2017
  • Traffic management is a highly beneficial mechanism for satisfying quality-of-service requirements and overcoming the resource scarcity problems in networks. This paper introduces an optimal connection admission control mechanism to decrease the packet loss ratio and end-to-end delay in cognitive radio sensor networks (CRSNs). This mechanism admits data flows based on the value of information sent by the sensor nodes, the network state, and the estimated required resources of the data flows. The number of required channels of each data flow is estimated using a proposed formula that is inspired by a graph coloring approach. The proposed admission control mechanism is formulated as a semi-Markov decision process and a linear programming problem is derived to obtain the optimal admission control policy for obtaining the maximum reward. Simulation results demonstrate that the proposed mechanism outperforms a recently proposed admission control mechanism in CRSNs.

SE기반의 전순기 항공기 중량.평형관리 Program 개발 (SE Model-Based Program Development for Aircraft Full Life-Cycle Weight & Balance Control)

  • 김정훈;박차환;정영화;김문규;강민성
    • 시스템엔지니어링학술지
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    • 제3권2호
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    • pp.25-32
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    • 2007
  • There has been no systematic accumulation in the aircraft weight data even though those are crucial in the full life-cycle weight and balance program of aircraft. Companies, government agencies, and the Korea Air Force have been controling the data separately. The lack of communication between these institutes prevented the mutual use of the data. This study deals with a SE model-based weight and balance program development process for the full life-cycle weight and balance control of aircraft which enabled the efficient and mutual use of the weight data from the various institutes.

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GPS 데이터 품질관리 프로그램의 개발 (Developement of GPS Data Quality Control Program)

  • 윤홍식;이동하;이영균;조재명
    • 한국측량학회지
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    • 제24권1호
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    • pp.9-18
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    • 2006
  • 본 연구는 GPS 데이터 해석 시 정밀도를 높이고 현장에서 관측시간 내 GPS 측량의 적절성 및 재측 여부 등을 직접 결정할 수 있도록 GPS 데이터 품질관리 프로그램을 개발하는 것에 그 목적이 있다. 본 연구에서 개발된 GPS_QC 프로그램은 관측시간 내 위성의 기하학적 배치(DOP)와 다중경로 오차량, 전리층 지연량 및 사이클 슬립 등의 품질관리 인자(quality control parameters)를 RINEX 형식의 GPS 관측데이터로부터 직접 계산이 가능하도록 설계되었으며, 이러한 품질관리 인자는 시계열 형태와 그래프로 제공된다. GPS_QC 프로그램은 일반 사용자들이 다루기 어려웠던 기존의 복잡한 GPS 데이터 품질 확인을 간편하게 수행할 수 있도록 함으로써 실제 현장에서 잘못된 GPS 관측에 따른 재측여부 등을 직접 결정할 수 있게 함으로써 시간적 경제적 손실을 절감시키고, GPS 위치해석 시 정밀도를 높일 수 있을 것으로 판단된다.