• Title/Summary/Keyword: data modelling

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Sickness absence and job satisfaction (직무만족도가 근로자의 질병결근에 미치는 영향 : 불건강증상 경험수의 조절효과)

  • Rhee, Kyung Yong;Park, Won Yeol
    • Journal of the Korea Safety Management & Science
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    • v.16 no.4
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    • pp.203-213
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    • 2014
  • Sickness absence is one of the most important indicators for worker's health and occupational safety and health performance. Sickness absence is primarily depended upon sickness but psycho-social factors in workplace may moderate sickness absence. Even though worker is falling into illness, sickness absence can be prevented by job satisfaction. In Korea it is very difficult to find research output about the association of sickness absence with job satisfaction. This study is planned to investigate the effect of job satisfaction on sickness absence. The third Korean Working Conditions Survey done by Occupational Safety and Health Research Institute in 2011 was used to analyze by logistic regression analysis. The result has shown that job satisfaction has statistically significant effect on sickness absence and simultaneously diminish the effect of symptoms experience on sickness absence. The effect of job satisfaction is greater in short term sickness absence than in long term sickness absence. This study has some limitation because of the cross sectional data of Korean Working Conditions Survey. In future, sophisticated statistical analysis may be done with modelling.

Computation of Turbulent Appendage-Flat Plate Juncture Flow (부가물-평판 접합부 주위의 난류유동 계산)

  • Sun-Young Kim;Kazu-hiro Mori
    • Journal of the Society of Naval Architects of Korea
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    • v.32 no.2
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    • pp.43-55
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    • 1995
  • The turbulent flow around the strut mounted on the plate is studied numerically. The main objective of this paper is to validate the numerical scheme by the comparison of the computed results with the measured one, especially, to investigate the applicability of the Baldwin-Lomax(B-L) model to the juncture flow. Computations are made by solving Reynolds-averaged wavier-Stokes equation with MAC method. The computed results are compared with experimental data of Dickinson, collected in the wind tunnel at DTRC. Comparisons show good agreements generally except at the region of wake and very near the juncture. Reynolds stress model seems to be required to improve the accuracy applicable to the juncture flow in spite of the many simplification of the turbulence modelling in B-L model.

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Modelling cavitating flow around underwater missiles

  • Petitpas, Fabien;Saurel, Richard;Ahn, Byoung-Kwon;Ko, Sung-Ho
    • International Journal of Naval Architecture and Ocean Engineering
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    • v.3 no.4
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    • pp.263-273
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    • 2011
  • The diffuse interface model of Saurel et al. (2008) is used for the computation of compressible cavitating flows around underwater missiles. Such systems use gas injection and natural cavitation to reduce drag effects. Consequently material interfaces appear separating liquid and gas. These interfaces may have a really complex dynamics such that only a few formulations are able to predict their evolution. Contrarily to front tracking or interface reconstruction method the interfaces are computed as diffused numerical zones, that are captured in a routinely manner, as is done usually with gas dynamics solvers for shocks and contact discontinuity. With the present approach, a single set of partial differential equations is solved everywhere, with a single numerical scheme. This leads to very efficient solvers. The algorithm derived in Saurel et al. (2009) is used to compute cavitation pockets around solid bodies. It is first validated against experiments done in cavitation tunnel at CNU. Then it is used to compute flows around high speed underwater systems (Shkval-like missile). Performance data are then computed showing method ability to predict forces acting on the system.

Analysis of Air Distribution in the Windbox System of the Utility Boiler (보일러 Windbox내 공기공급 계통의 유량분포 해석)

  • Park, Ho-Young;Kim, Sung-Chul
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.20 no.9
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    • pp.581-589
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    • 2008
  • The pulverized coal combustion behavior in the utility boiler is very complex since so many physical and chemical processes happen in it, simultaneously. The mixing of pulverized coal with combustion air plays an important role in achieving the efficient combustion and stable boiler operation. The distribution of combustion air supplied to the furnace through the windbox damper system has not been clearly known since the individual measurements of air flow for each air nozzle were not possible, yet. The present study describes the CFD modelling of windbox damper system and aims to obtain the air flow rates and pressure loss coefficients across the present five damper systems, respectively. The one dimensional flow network model has been also established to get air flow distributions across the windbox damper, and applied to the actual plant operation condition. Compared with the designed air flow distribution, the modelled one gives a reasonable agreement. For the actual plant operation, the predicted air flow distribution at each air nozzle is differed with the designed data and strongly affected by the individual opening angle.

Estimation of the Probability Distribution for Handoff Duration Time through Goodness of Fit Test (적합도 검정을 통한 핸드오프 시간의 확률분포 추정)

  • Lim, Seog-Ku
    • Journal of Digital Contents Society
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    • v.8 no.1
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    • pp.77-83
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    • 2007
  • The handoff area is the region where a call can be handled by the base station in any of the adjacent cells, and duration time is viewed as the time a mobile station resides in the handoff area. In this paper, probability distribution about hand off time one of important parameter at traffic modelling in mobile communication system was estimated. First, point statistic is applied using sample data obtained from simulation result to choose the group of distribution of handoff duration time. Second, parameters are estimated to decide specific distribution function. For this, the value of parameters is calculated using MLE(Maximum Likelihood Estimate.) and goodness of fit test is performed. finally these results show that handoff duration time follows gamma distribution.

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Analysis of 3-Dimensional TLM for Step Discontinuity Microstrip Line (스텝 불연속 마이크로스트립 라인의 3차원 TLM 해석)

  • 김태원
    • Journal of the Korea Society of Computer and Information
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    • v.8 no.2
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    • pp.88-96
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    • 2003
  • Microstrip line is one of the most essential elements of microwave and milimeter-wave integrated circuits. And then the frequency dependent characteristics of the microstrip line have previously been analyzed using several frequency domain approaches But the 3-D TLM method presented in this Paper is another independent approaches for obtaining frequency domain results for microstrip line. The structure analysed with this TLM algorithm is step discontinuity microstrip line and the symmetrical condensed node is used. After numerical analysis, the frequency dependent scattering Parameters of a step discontinuity microstrip line have been calculated by Fourier transform of the time domain data. From the time domain TLM numerical results. this numerical analysis is shown to be an efficient method for modelling complicated structure as step discontinuity microstrip line.

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Prediction Model for the Microstructure and Properties in Weld Heat Affected Zone: II. Prediction Model for the Austenitization Kinetics and Austenite Grain Size Considering the Effect of Ferrite Grain Size in Fe-C-Mn Steel (용접 열영향부 미세조직 및 재질예측 모델링: II. Fe-C-Mn 강에서 페라이트 결정립크기의 영향을 고려한 Austenitization kinetics 및 오스테나이트 결정립크기 예측모델)

  • Ryu, Jong-Geun;Moon, Joon-Oh;Lee, Chang-Hee;Uhm, Sang-Ho;Lee, Jong-Bong;Chang, Woong-Sung
    • Journal of Welding and Joining
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    • v.24 no.1
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    • pp.77-87
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    • 2006
  • Considering ferrite grain size in the base metal, the prediction model for $A_{c3}$ temperature and prior austenite grain size at just above $A_{c3}$ temperature was proposed. In order to predict $A_{c3}$ temperature, the Avrami equation was modified with the variation of ferrite grain size, and its kinetic parameters were measured from non-isothermal data during continuous heating. From calculation using a proposed model, $A_{c3}$ temperatures increased with increasing ferrite grain size and heating rate. Meanwhile, by converting the phase transformation kinetic model that predicts the ferrite grain size from austenite grain size during cooling, a prediction model for prior austenite grain size at just above the $A_{c3}$ temperature during heating was developed.

Hydrodynamics and parametric study of an activated sludge process using residence time distribution technique

  • Sarkar, Metali;Sangal, Vikas K.;Bhunia, Haripada
    • Environmental Engineering Research
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    • v.25 no.3
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    • pp.400-408
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    • 2020
  • Hydrodynamic study of Activated Sludge Process (ASP) is important to optimize the reactor performance and detect anomalies in the system. Residence time distribution (RTD) study has been performed using LiCl as tracer on a pilot scale aeration tank (AT) and ASP, treating the pulp and paper mill effluent. The hydraulic performance and treatment efficiency of the AT and ASP at different operating parameters like residence time, recycle rate was investigated. Flow anomalies were identified and based on the experimental data empirical models was suggested to interpret the hydrodynamics of the reactors using compartment modelling technique. The analysis of the RTD curves and the compartment models indicated increase in back-mixing ratio as the mean hydraulic retention time (MHRT) of the tank was increased. Bypassing stream was observed at lower MHRT. The fraction of dead zone in the tank increased by approximate 20-25% with increase in recycle rate. The fraction of the stagnant zone was found well below 5% for all performed experiments, which was under experimental error. The substrate removal of 91% for Chemical oxygen demand and 96% for Biochemical oxygen demand were observed for the ASP working at a hydraulic mean residence time 39 h MRT with a 20% recycling of activated sludge.

Factors Affecting Employees' Organizational Commitment in Foreign Direct Investment Enterprises

  • NGUYEN, Thi Viet Nga;DO, Thanh Quang;DINH, Cong Hoang
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.10
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    • pp.413-421
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    • 2020
  • This study aims to develop a research framework to investigate the factors affecting organizational commitment among employees who are working in Foreign Direct Investment (FDI) enterprises in Vietnam. The authors designed an online survey distributed to employees in FDI enterprises, collecting the data from 312 employees. All scales in this study are adopted from previous studies; tools employed include Cronbach's Alpha, Exploratory Factor Analysis, and Confirmatory Factor Analysis (CFA) to examine the internal consistency, reliability, dimensionality, and validity of each variable. Then, the structural equation modelling (SEM) was utilized in order to estimate path correlations between variables. Results indicate that the leadership style has the strongest effect on organizational commitment, followed by job satisfaction and working performance. Moreover, working performance and job satisfaction are also influenced by leadership style. However, there is no statistical evidence to show that job satisfaction has an impact on working performance. In addition, bootstrapping method is used to show the indirect effect of variables; results reveal that leadership style, though, does not have indirect effect on working performance via job satisfaction, but it indirectly affects organizational commitment throughout working performance. In other words, the study finds that working performance mediates the link between leadership style and organizational commitment.

Improving Small Business Performance: The Role of Entrepreneurial Intensity and Innovation

  • SUMIATI, Sumiati
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.10
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    • pp.211-218
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    • 2020
  • The Small and Medium Enterprise is currently getting more attention from the Indonesian government as the contribution of this sector to the regional and national income has increased. Though the government is providing a lot of attention as well as facilities to the small businesses in the manufacturing sector, they face intense competition. Thus, the small enterprises need to ensure that they achieve good business performance. This research aims to investigate the role of entrepreneurial intensity and innovation in improving the performance of small businesses in Indonesia. For this purpose, one hundred and eighty-six small business owners participated in the survey. The data was analyzed using Structural Equation Modelling. The hypothesis results show that entrepreneurial intensity and innovation have a proven role in business performance of small enterprises. Entrepreneurial intensity in particular, significantly impacts innovation and exploration. And innovation is crucial for business performance. The results imply that to increase business performance, the owner and the manager also need to raise their entrepreneurial spirit, as it can enhance their willingness to explore and use their business experience to do more innovation activities. The more innovation is done by the company; the business performance is more likely to improve.