• 제목/요약/키워드: Validation technique

검색결과 633건 처리시간 0.027초

고해상도 Cinematic PIV의 개발 (Development of a High Resolution Digital Cinematic Particle Image Velocimetry)

  • 박경현;김경천
    • 대한기계학회논문집B
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    • 제25권11호
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    • pp.1535-1542
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    • 2001
  • A high resolution digital cinematic Particle Image Velocimetry(PIV) has been developed. The system consists of a high speed CCD camera, a continuous Ar-ion laser and a computer with camera controller. To improve the spatial resolution, we adopt a Recursive Technique for velocity interrogation. At first, we obtain a velocity vector fur a larger interrogation window size based on the conventional two-frame cross-correlation PIV analysis using the FFT algorithm. Based on the knowing velocity information, more spatially resolved velocity vectors are obtained in the next iteration step with smaller interrogation windows. When the correct velocity vector at the first step is found to be critical, a Multiple Correlation Validation(MCV) technique is applied to decrease the spurious vectors. The MCV technique turns out to improve SNR(Signal to Noise Ratio) of the correlation table. The developed cinematic PIV method has been applied to the measurement of the unsteady flow characteristics of a Rushton turbine mixer. A total of 3,245 instantaneous velocity vectors were successfully obtained with 4 ms time resolution. The acquired spatial resolution corresponds to the conventional high resolution digital PIV system using a 1K ${\times}$ 1K CCD camera.

Theoretical Validation of Inheritance Metric in QMOOD against Weyuker's Properties

  • Alharthi, Mariam;Aljedaibi, Wajdi
    • International Journal of Computer Science & Network Security
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    • 제21권7호
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    • pp.284-296
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    • 2021
  • Quality Models are important element of the software industry to develop and implement the best quality product in the market. This type of model provides aid in describing quality measures, which directly enhance the user satisfaction and software quality. In software development, the inheritance technique is an important mechanism used in object-oriented programming that allows the developers to define new classes having all the properties of super class. This technique supports the hierarchy design for classes and makes an "is-a" association among the super and subclasses. This paper describes a standard procedure for validating the inheritance metric in Quality Model for Object-Oriented Design (QMOOD) by using a set of nine properties established by Weyuker. These properties commonly using for investigating the effectiveness of the metric. The integration of two measuring methods (i.e. QMOOD and Weyuker) will provide new way for evaluating the software quality based on the inheritance context. The output of this research shows the extent of satisfaction of the inheritance metric in QMOOD against Weyuker nine properties. Further results proved that Weyker's property number nine could not fulfilled by any inheritance metrics. This research introduces a way for measuring software that developed using object-oriented approach. The theoretical validation of the inheritance metric presented in this paper is a small step taken towards producing quality software and in providing assistance to the software industry.

진단 전문가시스템의 개발 : 연산적 센서검증 (Development of On-Line Diagnostic Expert System Algorithmic Sensor Validation)

  • 김영진
    • 대한기계학회논문집
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    • 제18권2호
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    • pp.323-338
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    • 1994
  • This paper outlines a framework for performing intelligent sensor validation for a diagnostic expert system while reasoning under uncertainty. The emphasis is on the algorithmic preprocess technique. A companion paper focusses on heuristic post-processing. Sensor validation plays a vital role in the ability of the overall system to correctly detemine the state of a plant monitored by imperfect sensors. Especially, several theoretical developments were made in understanding uncertain sensory data in statistical aspect. Uncertain information in sensory values is represented through probability assignments on three discrete states, "high", "normal", and "low", and additional sensor confidence measures in Algorithmic Sv.Upper and lower warning limits are generated from the historical learning sets, which represents the borderlines for heat rate degradation generated in the Algorithmic SV initiates a historic data base for better reference in future use. All the information generated in the Algorithmic SV initiate a session to differentiate the sensor fault from the process fault and to make an inference on the system performance. This framework for a diagnostic expert system with sensor validation and reasonig under uncertainty applies in HEATXPRT$^{TM}$, a data-driven on-line expert system for diagnosing heat rate degradation problems in fossil power plants.

고차원 (유전자 발현) 자료에 대한 군집 타당성분석 기법의 성능 비교 (Comparison of the Cluster Validation Methods for High-dimensional (Gene Expression) Data)

  • 정윤경;백장선
    • 응용통계연구
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    • 제20권1호
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    • pp.167-181
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    • 2007
  • 유전자 발현 자료(gene expression data)는 전형적인 고차원 자료이며, 이를 분석하기 위한 여러 가지 군집 알고리즘(clustering algorithm)과 군집 결과들을 검증하는 군집타당성분석 기법(cluster validation technique)이 제안되고 있지만, 이들 군집 타당성을 분석하는 기법의 성능에 대한 비교, 평가는 매우 드물다. 본 논문에서는 저차원의 모의실험 자료와 실제 유전자 발현 자료에 대하여 군집 타당성분석 기법들의 성능을 비교하였으며, 그 결과 내적 측도에서는 Dunn 지수, Silhouette 지수 순으로 뛰어났고 외적 측도에서는 Jaccard 지수가 성능이 가장 우수한 것으로 평가되었다.

SDRE 기법을 이용한 비선형 헬리콥터의 비행 경로점 유도제어 (Waypoints Guidance of the Nonlinear Helicopter using the SDRE Technique)

  • 김민재;양창덕;홍지승;김창주
    • 대한기계학회논문집A
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    • 제33권9호
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    • pp.922-929
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    • 2009
  • This paper deals with the State-Dependent Riccati Equation (SDRE) Technique for the design of helicopter nonlinear waypoint guidance controller. To generate the flight guidance through multiple waypoints, we use the trigonometric spline. The controller design and its validation is based upon a level 2 simulation helicopter model and the designed SDRE controller is applied to the trajectory tracking problems. To validate the designed SDRE controller, the simulation environment of high fidelity helicopter model is developed using three independent computers. This paper focuses on the validation the present SDRE controller through the helicopter waypoint guidance simulation.

전동차용 고효율 저주파 동기 PWM을 이용한 관성부하 시험 (A Inertia Load Test using a Low Frequency Synchronous PWM Technique of high efficiency for Electric car.)

  • 이광주;정만규;고영철;장성영;방이석
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 1998년도 추계학술대회 논문집
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    • pp.233-240
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    • 1998
  • This paper presents a high efficiency low switching PWM technique for the propulsion system of Electric car. In order to achieve the continuous voltage control to six-step and a low harmonics with low switching frequency under 500㎐, the synchronous technique is combined with a space vector overmodulation and implemented by using DSP. Improved performance and a validation of proposed method is shown by the experimental results using a 1.65MVA IGBT VVVF inverter and inertia load equivalent to 160 tons electric cars.

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화력발전소의 안정운전 지원을 위한 계측값 검증 기법에 관한 연구 (A Sensor Value Validation Technique for Supporting Stable Operations of Thermal Power Plants)

  • 이승철;김승진;한승우
    • 조명전기설비학회논문지
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    • 제23권12호
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    • pp.201-209
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    • 2009
  • 발전소 현장에 설치되어 있는 계기들은 주위환경의 영향이나 계기 자체의 고장으로 틀린 값을 나타내는 경우가 종종 발생한다. 그러나 기존의 발전소 운전감시 및 고장진단 시스템들은 대부분 정확한 센서 값들이 항상 주어진다는 가정 하에서 상황판단 및 고장진단을 수행하기 때문에 계측값들에 에러가 발생할 경우 잘못된 판단과 정보의 제공으로 불필요한 발전소의 긴급정지와 같은 심각한 운전상의 문제점이 야기될 수 있으며 이로 인해 큰 경제적 손실을 초래할 수 있다. 본 논문에서는 발전소의 각 부속 시스템 중 특히 보일러 주급수 공급 시스템(Boiler Feed Water System)에 공간적으로 분포되어 있는 계측기들의 상호관계를 체계적으로 표현하고 적절한 데이터구조로 나타냄으로서 그러한 상호관계를 통하여 내재하는 계측값들의 중복성(Redundancy)을 최대한 발굴하여 각 계측값들의 유효성 여부를 검증하고 고장진단과 연계하여 발전소의 안정운전을 지원하기 위한 기법을 개발하고 그 적용 예와 향후의 적용 가능성을 보였다.

소변 중 다환방향족탄화수소 대사체의 분석법 확립 및 교차분석 (Method Development and Cross Validation of Analysis of Hydroxylated Polycyclic Aromatic Hydrocarbons (OH-PAHs) in Human Urine)

  • 박나연;전중대;구혜령;김정환;이은희;이경무;문철진;고영림
    • 한국환경보건학회지
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    • 제41권5호
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    • pp.358-367
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    • 2015
  • Objectives: This study was performed to evaluate the analytical method for PAH metabolites in human urine using enzyme hydrolysis and solid-phase extraction coupled with LC-(ESI)-MS/MS technique. Methods: We employed HPLC tandem mass spectrometry techniques with appropriate pre-treatment for analysis of 16 OH-PAHs in human urine. Samples were hydrolysis by ${\beta}$-flucuronidase/Aryl sulfatase, and target compounds were extracted by solid-phase extraction with a strata-x cartridge. Cross-validation was performed between Eulji University and Green Cross laboratories with 200 human urine samples. Results: The accuracies were between 90.3% and 118.8%, and precisions (relative standard deviations) were lower than 10%. The linearity obtained was satisfying for the 16 OH-PAH compounds, with a coefficient of determination ($r^2$) higher than 0.99. The results of cross-validation at the two organizations were compared by ICC (interclass correlation coefficient) values. The cross-validation results were excellent or good for all compounds. Conclusion: An analytical method was validated for low nanogram levels of 16 OH-PAHs in human urine. Also, satisfying results were obtained for method validation such as accuracy, precision and ICC of cross-validation.

포함관계 추론에서 접근 권한에 대한 효율적 RDF 질의 유효성 검증 (An Efficient RDF Query Validation for Access Authorization in Subsumption Inference)

  • 김재훈;박석
    • 한국정보과학회논문지:데이타베이스
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    • 제36권6호
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    • pp.422-433
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    • 2009
  • 시맨틱 웹을 위한 하나의 보안연구로, 본 논문에서는, 온톨로지 계층 구조와 RDF 트리플 패턴에 기반한 RDF 접근 권한 명세 모델을 소개한다. 또한 권한 명세 모델을 승인된 접근 권한들에 대한 RDF 질의 유효성 검증 과정에 적용한다. RDF 트리플 패턴을 가지는 대표적 RDF 질의 언어인 SPARQL 또는 RQL 질의는 RDF 트리플 패턴 형식으로 명세된 접근 권한에 따라 실행 거부되거나 인가될 수 있다. 이러한 질의 유효성 검증 과정을 효율적으로 수행하기 위하여 RDF 포함 관계 추론에서의 주요한 권한 충돌 조건들을 분석한다. 다음으로 분석된 충돌조건과 Dewey 그래프 레이블링 기술을 활용하는 효율적 질의 유효성 검증 알고리즘을 제시한다. 실험을 통하여 제시된 검증 알고리즘이 합리적인 유효성 검증 시간과, 데이터와 접근권한들이 증가할 때 확장성을 가짐을 보인다.

수면측정 도구의 개발을 위한 연구 (Development and Validation of Korean Sleep Scale A)

  • 오진주;송미순;김신미
    • 대한간호학회지
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    • 제28권3호
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    • pp.563-572
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    • 1998
  • The purpose of study was to develop and validate Korean Sleep Scale A which can be easily administrated by nurses for a wide range of adult subjects. Dimensions of sleep concept were derived by literature review. Previously developed sleep sclaes were also analyzed in order to develop scale items. The Korean sleep scale A was structured as a 15 item, 4 point likert type scale. The Scale was tested an 298 female and male adult subjects after pilottest and content validation. The results showed reliability by internal consistency of Cronbach's α=.75 Construct validity was tested by factor analysis and known group technique. Factor analysis showed 4 factors-sleep pattern, sleep evaluation, sleep result, and cause of sleep disturbance. These four factors explained 55.9% of total variance. Correlations between factors ranged from .15-.32. There was correlation among Korean Sleep ScaleA score, Verran and Snyder-Halpern(VSH) Sleep Scale score, and sleep satisfaction scale score, r=.71(p=.00), r=.51(p=.03), respectively, These study results partially support reliability, construct validity, and criterion related validity of Korean Sleep Scale A. Further validation study is required with other subjects and other settings.

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