• 제목/요약/키워드: Modeling quality

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물류정보시스템의 성공요인에 관한 연구 (An Empirical Study on the Determinants of Logistics Information Systems Success)

  • 옥석재
    • 통상정보연구
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    • 제7권3호
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    • pp.159-175
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    • 2005
  • The purpose of the present study is to empirically and theoretically assess the logistics information systems (LIS) success in a quasi-voluntary IS use context. It is important to understand what factors impact the successful use of LIS. The research model is basically based on the framework of IS success proposed by DeLone & McLean(1992) and Seddon(1997). Structural modeling techniques were applied to data collected by questionnaire from 203 LIS users. The results show that user satisfaction play a significant role in influencing the system dependency. The results also revealed that user characteristics is directly affected by perceived usefulness, system quality and information quality, and indirectly influenced by user characteristics.

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주거 건물의 설계 및 시공단계를 고려한 실내공기질 평가 프로그램 개발에 관한 연구 (Development of Home Indoor Air Quality evaluation program considering planning and construction stage)

  • 최동희;강동화;김선숙;여명석;김광우
    • 대한설비공학회:학술대회논문집
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    • 대한설비공학회 2005년도 동계학술발표대회 논문집
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    • pp.51-56
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    • 2005
  • The objective of this study is to develop Home Indoor Air Quality evaluation prorgram considering planning and construction stage for architects, engineers and occupants to estimate and improve the IAQ of a home. In this study, the IAQ modeling technique was discussed to determine the appropriate modeling of housing unit in Korea. The program algorithm was developed based on the selected model reflecting planning and construction stage. This program can be applied to estimate the IAQ of a home and encourage appropriate action in advance.

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Sensor placement strategy for high quality sensing in machine health monitoring

  • Gao, Robert X.;Wang, Changting;Sheng, Shuangwen
    • Smart Structures and Systems
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    • 제1권2호
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    • pp.121-140
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    • 2005
  • This paper presents a systematic investigation of the effect of sensor location on the data quality and subsequently, on the effectiveness of machine health monitoring. Based on an analysis of the signal propagation process from the defect location to the sensor, numerical simulations using finite element modeling were conducted on a bearing test bed to determine the signal strength at several representative sensor locations. The results showed that placing sensors closely to the machine component being monitored is critical to achieving high signal-to-noise ratio, thus improving the data quality. Using millimeter-sized piezoceramic plates, the obtained results were evaluated experimentally. A comparison with a set of commercial vibration sensors verified the developed structural dynamics-based sensor placement strategy. It further demonstrated that the proposed shock wave-based sensing technique provided an effective alternative to vibration measurement, while requiring less space for sensor installation.

수질을 고려한 수자원 공급의 정량적 분석을 위한 WRAP-SALT 개발 (Development of WRAP-SALT for Quantitative Analysis of Water Supply Capabilities considering Water Quality)

  • 이치헌
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2011년도 학술발표회
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    • pp.58-58
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    • 2011
  • The Texas Commission on Environmental Quality(TCEQ) WAM(Water Availability Modeling) System consists of the generalized Water Rights Analysis Package(WRAP) river/reservoir system water management simulation model, 22 sets of WRAP hydrology and water rights input files for the 23 river basins of Texas, geographic information system tools, and other supporting databases. The WRAP/WAM modeling system, as routinely applied since the late 1990s, has not included consideration of water quality. Recently developed WRAP-SALT(Water Rights Analysis Package) is designed primarily for computing concentration frequency statistics and supply reliability indices at locations of interest in a river system for alternative water development and management scenarios. Though motivated primarily by natural salt pollution, WRAP-SALT water quality modeling features are applicable to essentially any conservative water quality constituent. The Brazos River studies discussed in this paper focus on total dissolved solids, though the available observed data also includes chloride and sulfate which can be modeled as individual constituents. The WRAP-SALT salinity input file contains loads or concentrations of salinity inflows during each month of the hydrologic period-of-analysis and reservoir storage at the beginning of the simulation. The WRAP-SALT model computes salt loads and concentrations for each control point of a river/reservoir system for inflows and outflows during the month and end-of-month reservoir storage for each month of the hydrologic period-of-analysis, for given loads entering the system. River reaches connect control points. The mass balance algorithms proceed from upstream to downstream, with outflow from one river reach contributing to inflow to the next downstream reach. In a given month, for each control point in sequence, the inflow loads are first computed. Loads and concentrations of outflows and reservoir storage at the control point are then determined. Complete mixing during the month is assumed at locations without reservoir storage.

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WASP5에 의한 대청호 수질모델링 (Water Quality Modeling of Daechong Reservoir by WASP5/EUTR05 Model)

  • 이종호
    • 환경영향평가
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    • 제8권1호
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    • pp.93-105
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    • 1999
  • Lately water quality of Daechong Reservoir has become more eutrophicated than ever before and there has been much concern over especially the eutrophication of the embayment near Daejon and Chongju Water Intake Tower every summer. The purpose of this study is to predict the impact of change in the pollutant loading, flowrate, nitrogen and phosphorus release from sediment, SOD(sediment oxygen demand) upon the water quality of Daechong Reservoir by WASP5/EUTR05 in order to suggest water quality management alternatives. The data of Sep. 1995 were used for the calibration of the model and those of Sep. 1997 was for verification. The result of the modeling can be summarized as follows. 1. The 50% increase(decrease) of pollutant loading has caused that of T-N concentration by 0.10-0.14 mg/l, T-P concentration by 0.003-0.005 mg/l, and CBOD concentration by 0.16-0.18 mg/l. But the ratio of DO change by the change of pollutant loading was relatively small. 2. The sensitivity test of NH4 flux to T-N and that of P04 flux to T-P shows that T-N and T-P concentration were changed more in the epilimnion segments (SEG4, SEG5, SEG6, SEG7) than the other segments. As SOD increases, DO was predicted to decrease more especially in the hypolimnion (SEG9-SEG14). 3. As flowrate increase, the concentration of T-N, T-P, and CBOD were predicted to decrease, but DO concentration increased especially in the hypolimnion segments(SEG11, SEG12, SEG13, and SEG14). As the flowrate changed from $119m^3/sec$ to $50m^3/sec$, the concentration of T-N and CBOD in the hypolimnion was predicted to decrease.

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AI 스피커!, 감정을 담아 말해봐 - SNS 댓글 분석을 중심으로 (AI speakers!, Speak with feelings - Focusing on Analysis of SNS Comments)

  • 김준환;이남연
    • 디지털융복합연구
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    • 제18권7호
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    • pp.101-110
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    • 2020
  • AI 스피커를 비롯한 관련 디바이스에 감정 맞춤형 서비스나 다양한 기능들이 부가된 기기들이 등장하고 있다. 이에 본 연구는 AI 스피커 사용자들이 작성한 구매 후기 텍스트들의 주제를 확인하고, 실제 설문조사를 통한 실증분석 결과와 비교하기 위해서 LDA(Latent Dirichlet Allocation) 기반의 토픽모델링 분석을 수행하였다. 더 나아가 AI 스피커 사용 경험이 있는 이용자 600명을 대상으로 사용자가 지각한 스피커의 감성지능과 관계품질을 조사하고 서로 유의한 관계가 있는지 구조방정식모형을 통해 검증하였다. 본 연구결과는 첫째, 토픽모델링 분석결과는 대부분의 글에서 주로 AI 스피커의 기능적인 측면에 대해 언급하고 있는 것으로 나타났다. 둘째, 소비자가 인식하는 AI 스피커의 감성지능은 관계품질에 영향을 미치며, 관계품질은 고객만족에 긍정적인 영향을 미쳤다. 따라서 본 연구는 AI 관련 기존 연구를 확장시켜 감성지능 및 관계품질의 개념을 새롭게 접목하여 분석함으로써 이론적 및 실무적으로 시사점을 제공하고 있다.

GPS 부자 실험과 수치모델링에 의한 하천에 유입된 유류오염물질의 거동 해석 (Mixing Analysis of Oil Spilled into the River by GPS-equipped Drifter Experiment and Numerical Modeling)

  • 장주형;정재훈;문현생;김경현;서일원
    • 한국물환경학회지
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    • 제32권3호
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    • pp.243-252
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    • 2016
  • In cases of water pollution accidents, accurate prediction for arrival time and concentration of contaminants in a river is essential to take proper measures and minimize their impact on downstream water intake facilities. It is critical to fully understand the behavior characteristics of contaminants on river surface, especially in case of oil spill accidents. Therefore, in this study, the effects of main parameters of advection and diffusion of contaminants were analyzed and validated by comparing the results of Lagrangian particle tracking (LPT) simulation of Environmental Fluid Dynamic Code (EFDC) model with those of Global Position System (GPS)-equipped drifter experiment. Prevention scenario modeling was accomplished by taking cases of movable weir operation into account. The simulated water level and flow velocity fluctuations agreed well with observations. There was no significant difference in the speed of surface particle movement between 5 and 10 layer modeling. Therefore, 5 layer modeling could be chosen to reduce computational time. It was found that full three dimensional modeling simulated wind effects on surface particle movements more sensitively than depth-averaged two dimensional modeling. The diffusion range of particles was linearly proportional to horizontal diffusivity by sensitivity analysis. Horizontal diffusivity estimated from the results of GPS-equipped drifter experiment was 0.096 m2/sec, which was considered to be valid for applying the LPT module in this area. Finally, the scenario analysis results showed that particle movements could be stagnant when discharge from the upstream weir was reduced, implying the possibility of securing time for mitigation actions such as oil boom installation and wiping oil contaminants. The outcomes of this study can help improve the prediction accuracy of particle tracking simulation to establish the most suitable mitigation plan considering the combination of movable weir operation.

빗물 자동모니터링장치와 SWMM 모델을 이용한 강우시 도시지역 오염부하량 예측에 관한 연구 (Application of Automatic Stormwater Monitoring System and SWMM Model for Estimation of Urban Pollutant Loading During Storm Events)

  • 서동일;방철호
    • 대한환경공학회지
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    • 제34권6호
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    • pp.373-381
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    • 2012
  • 대전의 도시 소하천, 관평천 유역을 연구대상지역으로 강우시의 유량 및 수질 변화 특성을 파악하기 위한 원격 제어실시간 자동 모니터링 시스템을 설치하여 자료를 확보하고 이 시스템을 이용하여 확보된 강우시 연속측정 자료를 이용하여 도시유역 모델인 SWMM (Storm Water Management Model) 모델을 보정하는 데 사용하였다. 실시간 자동 모니터링 시스템은 강우량계, 초음파 수위계, 자동수질측정장치, 자동취수장치, 데이터 로거 및 전송장치 등으로 구성되었으며 원격으로 제어할 수 있도록 설계되었다. 강우시 유량은 초음파 수위계와 사각 위어 공식을 이용하여 지속적으로 측정이 가능하도록 설계되었으며 정확도는 수동측정을 병행하여 확인하였다. 수질센서로 측정할 수 없는 항목은 자동채수기에 의해 일정시간 간격으로 시료를 채취한 후 실험실로 이송하여 분석하여 자료를 확보하였다. 위에서 실측된 유량 및 수질 연속 자료를 이용하여 연구대상지역에 대해 SWMM 모델을 구축하였다. SWMM 모델의 보정과 검증 결과 유량은 매우 양호한 수준으로 예측하고 있으나 BOD, COD, SS, TN, TP 등의 예측은 강우 특성에 따라 차이가 있는 것으로 나타났다. 본 연구는 SWMM에 나타난 바와 같은 특정 유역에 고정된 형태의 오염물질 축적과 유출현상을 나타내는 경험식이 강우 및 선행강우 특성을 반영하여 수정될 필요가 있다는 것을 시사하고 있다. 본 연구에서 제안된 빗물 자동모니터링 및 모델링 시스템은 향후 강우에 따른 하천 수질관리를 위한 유역단위의 빗물 수량 수질 관리시설의 설계 및 운영에 중요한 자료로 활용될 수 있을 것으로 기대된다.

대기질 예측을 위한 기후·대기환경 통합모델링시스템 (ICAMS)의 기온 및 강수량 예측 능력 평가 (Evaluation of Temperature and Precipitation on Integrated Climate and Air Quality Modeling System (ICAMS) for Air Quality Prediction)

  • 최진영;김승연;홍성철;이재범;송창근;이현주;이석조
    • 한국대기환경학회지
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    • 제28권6호
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    • pp.615-631
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    • 2012
  • This study provides an evaluation for capability of Integrated Climate and Air quality Modeling System (ICAMS) on future regional scale climate projection. Temperature and precipitation are compared between ground-level observation data and results of regional models (MM5) for the past 30 years over the Korean peninsula. The ICAMS successfully simulates the local-scale spatial/seasonal variation of the temperature and precipitation. The probability distribution of simulated daily mean and minimum temperature agree well with the observed patterns and trends, although mean temperature shows a little cold bias about $1^{\circ}C$ compared to observations. It seems that a systematic cold bias is mostly due to an underestimation of maximum temperature. In the case of precipitation, the rainfall in winter and light rainfall are remarkably simulated well, but summer precipitation is underestimated in the heavy rainfall phenomena of exceeding 20 mm/day. The ICAMS shows a tendency to overestimate the number of washout days about 7%. Those results of this study indicate that the performance of ICAMS is reasonable regarding to air quality predication over the Korean peninsula.

병원입원환자가 인지하는 의료서비스 질, 만족도, 서비스가치, 병원 재이용 의사간의 인과관계분석 (The Causal Relationship of Hospital Inpatient's Perceived Quality, Satisfaction, Service Value, and Intention to Revisit)

  • 박재산
    • 한국병원경영학회지
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    • 제7권4호
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    • pp.123-151
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    • 2002
  • The objective of this study is to analyze the causal relationship of hospital inpatient's perceived quality, overall satisfaction, service value, and future intention to revisit. To carry out this objective, first we analyzed the dimensions of inpatient care service quality using SERVQUAL scale. The SERVQUAL scale is based on the gap theory, that is, the difference of patients' expectations and the actually received medical care service in hospital. On the basis of this theory, we measured the inpatient's perceived service quality and overall patient satisfaction. Data was gathered from a self-administered questionnaire at a 980 bed university hospital in Inchon City. These questionnaire measuring the service quality were distributed to 250 inpatients. The response rate was 66.4%. A total of 166 questionnaires was finally analyzed. To categorize medical service quality, the factor analysis was performed on 42 items. The reliability and validity of these items was evaluated. Finally to test 6 hypotheses, we analyzed the causal relationship of service quality, overall satisfaction, service value, and intention to revisit through the structural equation modeling(SEM). The major results of this study are as follows. First, the dimension of inpatient service quality was categorized into 7 dimensions, that is, personal caring, communication, access, physical environment, facilities and equipment, cleanliness, appropriateness and health status. Second, the reliability and validity of inpatient service quality items was satisfied. Third, as a result of structural equation modeling, the effect of inpatient's perceived service quality on overall satisfaction, service value, and intention to revisit was statistically significant. And total effect on intention to revisit as the core endogenous variable was perceived service quality(1.100), patient satisfaction(0.006), and service value(0.605).

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