• 제목/요약/키워드: Coefficient of Variance(COV)

검색결과 6건 처리시간 0.016초

효율적인 교통량 조사를 계획하기 위한 조사구간의 통계적 특성 분류 연구 (Statistical Classification of Highway Segments for Improving the Efficiency of Short-term Traffic Count Planning)

  • 정유석;오주삼
    • 한국도로학회논문집
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    • 제18권3호
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    • pp.109-114
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    • 2016
  • PURPOSES : The demand for extending national highways is increasing, but traffic monitoring is hindered because of resource limitations. Hence, this study classified highway segments into 5 types to improve the efficiency of short-term traffic count planning. METHODS : The traffic volume trends of 880 highway segments were classified through R-squared and linear regression analyses; the steadiness of traffic volume trends was evaluated through coefficient of variance (COV), and the normality of the data were determined through the Shapiro-Wilk W-test. RESULTS : Of the 880 segments, 574 segments had relatively low COV and were classified as type 1 segments, and 123 and 64 segments with increasing and decreasing traffic volume trends were classified as type 2 and type 3 segments, respectively; 80 segments that failed the normality test were classified as type 4, and the remaining 39 were classified as type 5 segments. CONCLUSIONS : A theoretical basis for biennial count planning was established. Biennial count is recommended for types 1~4 because their mean absolute percentage errors (MAPEs) are approximately 10%. For type 5 (MAPE =19.26%), the conventional annual count can be continued. The results of this analysis can reduce the traffic monitoring budget.

GHP 운전시 COV에 의한 정상상태 판별 및 이상검출 방법 연구 (A Study on Steady-State Criterion based on COV and a Fault Detection Method during GHP Operation)

  • 신영기;오세재;정진희
    • 설비공학논문집
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    • 제23권11호
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    • pp.705-710
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    • 2011
  • Fault detection has to be proceeded by steady state filtering to get rid of transient effect associated with thermal capacity. Coefficient of variance (COV), ratio of standard deviation devided by moving average, was employed as steady-state filter. Engine speed and refrigerant pressures were selected as parameters representing system dynamics. The filtered values were registered as members of steady-state DB. They were found to show good functional relationship with ambient temperature. The relationship was fitted with a second order polynomial and the distribution bounds of the data around the fitted curve were expressed by visual inspection because of varying average and random data interval. Fault data were compared with the steady-state data obtained during normal operation. The fault data were easily isolated from the fault-free one. To make such isolation reliable, tests to construct good DB should be designed in a systematic way.

확률론에 의한 Single Surface 구성모델의 변형률 예측능력 평가 (Probabilistic Evaluation on Prediction of the Strains by Single Surface Constitutive Model)

  • 정진섭;송용선;김찬기
    • 대한토목학회논문집
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    • 제13권3호
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    • pp.163-172
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    • 1993
  • 본 문은 Lade의 Single surface 구성모델의 변형율 예측 능력을 평가하기 위해 백마강모래를 사용, 등방압축시험과 배수삼축시험을 반복 시행하여 모델에 필요한 각 토질매개변수값을 다수 구하여 통계처리 하였다. 그리고 1계근사법을 이용하여 이 구성모델의 변형율 예측능력을 확률론적으로 평가하였다. 그 결과 변동계수와 상관계수를 효과적으로 이용하여 토질매개변수의 수를 줄일 수 있을 것으로 기대되며 변동계수가 0.51 이하로서 이 구성모델의 변형율 예측 능력은 확률론적으로 매우 안정된 구성모델임을 알았다.

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난류 용탕 In-Situ 합성법을 위한 스태틱 믹서의 형상에 따른 혼합 효과 (Mixing Effect by the Geometry of Static Mixer with Turbulent In-Situ Mixing Process)

  • 이대성;김효근;하만영;박용호;박익민
    • 대한기계학회논문집B
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    • 제29권12호
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    • pp.1307-1312
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    • 2005
  • Turbulent in-situ mixing process is a new material process technology to get dispersed phase in nanometer size by controlling reaction of liquid/liquid, liquid/solid and liquid/gas, flow and solidification speed simultaneously. In this study mixing, the key technology to this synthesis method will be studied by computational fluid dynamics. For the simulation of mixing of liquid metal, static mixers will be investigated. Two inlets for different liquid metal meet and merge like 'Y' shape tube. The tube has various shapes such as straight and curved. Also, the radius of curve will be varied. The performance of mixer will be evaluated with quantitative analysis with coefficient of variance of mass fraction. Also, detailed plots of intersection will be presented to understand effect of mixer shape on mixing.

MPI 엔진용 공기 보조 인젝터의 분무 미립화 및 연소 특성에 관한 연구 (A Study on the Atomization and Combustion Characteristics of Air-assisted Injector in MPI Engine)

  • 서영호;이창석
    • 한국자동차공학회논문집
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    • 제6권1호
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    • pp.52-58
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    • 1998
  • The spray characteristics of air-assisted fuel injection and its effects on the engine combustion was investigated in this study. The atomization characteristics of a Bosch fuel injector inserted into the air-assist adapter were measured using particle motion analysis system. Droplet size decreased with air supplied and fine spray with below $60\mu\textrm{m}$ of SMD was acquired under the conditions of air-assist pressure over 0.5bar. The lean combustion performance of a 1.8L DOHC engine equipped with air-assist adapters was tested on the dynamometer. When the assistant air pressure is 1.0bar, lean limit recorded the highest value, and CO, HC emissions were decreased at the pressure over 1.0bar.

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난류 용탕 In-situ 합성 믹서의 설계 및 Cu-TiB2 나노 복합재료의 제조 (Design of Turbulent In-situ Mixing Mixer and Fabrication of Cu-TiB2 Nanocomposities)

  • 최백부;박정수;윤지훈;하만영;박용호;박익민
    • 한국재료학회지
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    • 제17권1호
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    • pp.11-17
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    • 2007
  • Turbulent in-situ mixing process is a new material process technology to get dispersed phase in nanometer size by controlling reaction of liquid/solid, liquid/gas, flow ana solidification speed simultaneously. In this study, mixing which is the key technology to this synthesis method was studied by computational fluid dynamics. For the simulation of mixing of liquid metal, static mixers investigated. Two inlets for different liquid metal meet ana merge like 'Y' shape tube having various shapes and radios of curve. The performance of mixer was evaluated with quantitative analysis with coefficient of variance of mass fraction. Also, detailed plots of intersection were presented to understand effect of mixer shape on mixing. The simulations show that the Reynolds number (Re) is the important factor to mixing and dispersion of $TiB_2$ particles. Mixer was designed according to the simulation, and $Cu-TiB_2$ nano composites were evaluated. $TiB_2$ nano particles were uniformly dispersed when Re was 1000, and cluster formation and reduction in volume fraction of $TiB_2$ were found at higher Re.