• 제목/요약/키워드: Prediction density

검색결과 823건 처리시간 0.026초

레이저 보조선삭 중 주철환봉 내부의 온도분포 예측에 관한 연구 (A study for prediction of temperature distribution in laser-assisted turning for rod-shaped cast iron)

  • 김관우;조해용;이제훈;서정;신동식
    • 한국레이저가공학회지
    • /
    • 제13권2호
    • /
    • pp.10-16
    • /
    • 2010
  • Laser-assisted machining is dependent on absorbed energy density into workpiece. Generally, the absorptivity of laser beam is dependent on wave length of laser, materials, surface roughness, etc. Various shapes and energy densities for beam irradiation can be used to laser-assisted machining. In this thesis, efficient method of heat source modeling was developed and designed by using one fundamental experimental trials. And then, laser-assisted machining of rod-shaped cast iron was simulated by using commercial FEM code MARC. Simulations and experiments with various conditions were carried out to determine suitable condition of pre-heating for laser-assisted turning process. Temperature distribution of cutting zone could be predicted by simulation.

  • PDF

낮은 오일 농도에서 $CO_2$-PEC9 혼합물의 밀도와 점성 예측 (Prediction of Density and Viscosity for $CO_2$-PEC9 Mixture at Low Oil Concentration)

  • 윤린
    • 설비공학논문집
    • /
    • 제20권11호
    • /
    • pp.733-738
    • /
    • 2008
  • Due to environmental concerns $CO_2$ has been reintroduced as a potential candidate to replace HFCs in refrigeration systems. Oils are always required in a vapor-compression cycle, and thus it is necessary to precisely estimate the thermodynamic mixture properties of $CO_2$-lubricant oil. In the present study, the density and the viscosity of the mixture was calculated by the Redlich and Kwong type EoS and the modified Peng and Robinson type viscosity EoS, respectively. The viscosity model was based on the similarity between P-v-T and T-$\mu$-P relationships. The predicted results were compared with the experimental data of Pens ado et al. whose test conditions were 100$\sim$650 bar of pressure and 303 K$\sim$353 K of temperature with the $CO_2$-POEs mixtures under 92.2 wt.% and 83.3 wt.% of $CO_2$ concentration. The mean deviations of the mixture density were 7.93% and 8.32% for 92.2 wt.% and 83.3 wt.% of $CO_2$ concentration, respectively. Concerning the viscosity, the mean deviations were 4% and 10% for 92.2 wt.% and 83.3 wt.% of $CO_2$ concentration under the Pensado et al.'s test conditions.

Modeling the Density and Hardness of AA2024-SiC Nanocomposites

  • Jeon, A-Hyun;Kim, Hong In;Sung, Hyokyung;Reddy, N.S.
    • 한국분말재료학회지
    • /
    • 제26권4호
    • /
    • pp.275-281
    • /
    • 2019
  • An artificial neural network (ANN) model is developed for the analysis and simulation of correlation between flake powder metallurgy parameters and properties of AA2024-SiC nanocomposites. The input parameters of the model are AA 2024 matrix size, ball milling time, and weight percentage of SiC nanoparticles and the output parameters are density and hardness. The model can predict the density and hardness of the unseen test data with a correlation of 0.986 beyond the experimental data. A user interface is designed to predict properties at new instances. We have used the model to simulate the individual as well as the combined influence of parameters on the properties. Moreover, we have analyzed the calculated results from the powder metallurgical point of view. The developed model can be used as a guide for further composite development.

지반특성에 따른 토사재해 해석 모델 비교 (Comparison of Analysis Model on Soil Disaster According to Soil Characteristics)

  • 최원일;백승철
    • 한국지반환경공학회 논문집
    • /
    • 제18권6호
    • /
    • pp.21-30
    • /
    • 2017
  • 본 연구에서는 도심지 토사재해 예비중점관리 대상지역 중 충주시 안림동, 대전광역시 부사동, 안동시 신안동 3개 연구지역을 선정하여 지반특성을 분석하였다. 연구지역별 특성(수관밀도, 뿌리점착력, 강우특성, 토질특성)을 이용하여 지반특성 간의 상관관계를 고찰하고, 토사재해 예측 모델링을 통해 위험지역을 예측하였다. 토사재해 위험지 예측 모델의 비교 분석을 위하여 산지토사재해 예측프로그램(LSMAP), Stability Index MAPping(SINMAP), 산림청의 산사태위험지도(LHMAP)를 활용하였으며, 토사재해 예측에 적합한 프로그램을 검토하였다. 토사재해 위험도 예측결과 일반적으로 사용되고 있는 SINMAP의 경우 과다한 범위를 위험지역으로 예측하고, 산림청 산사태위험지도(LHMAP)의 경우는 예측지역이 가장 적게 산정되었으며, LSMAP은 SINMAP 및 LHMAP의 중간 정도 범위의 지역을 위험지역으로 예측하였다. 이러한 예측 결과의 차이는 LSMAP이 비교된 두 모델에 비해 분석 매개변수가 비교적 다양하고, 공학적이기 때문인 것으로 판단되며 보다 정밀한 예측이 가능하다는 것을 알 수 있었다.

생체 외 조건의 소 대퇴골 해면질골에서 음향특성과 골밀도 사이의 상관관계 (Correlations between Acoustic Properties and Bone Mineral Density in Bovine Femoral Trabecular Bone In Vitro)

  • 황교승;서동완;이강일
    • 한국음향학회지
    • /
    • 제31권4호
    • /
    • pp.244-252
    • /
    • 2012
  • 본 연구의 목적은 골절 위험도가 높은 대퇴골에서 음속 및 광대역 초음파 감쇠와 같은 음향특성과 골밀도 사이의 상관관계를 조사하는 것이다. 이를 위해 0.5 및 1.0 MHz의 중심주파수를 갖는 두 쌍의 초음파 트랜스듀서와 함께 투과법을 이용하여 생체 외 조건에서 15개의 소 대퇴골 해면질골 샘플의 음속 및 광대역 초음파 감쇠를 측정하였다. 또한 마이크로 컴퓨터 단층촬영법을 이용하여 해면질골 샘플의 단위체적당 골밀도를 측정하였다. 골밀도는 0.5 및 1.0 MHz 초음파 트랜스듀서를 이용하여 측정된 음속 및 광대역 초음파 감쇠와 모두 강한 상관관계를 나타냈으며, 골밀도와 0.5 MHz 초음파 트랜스듀서를 이용하여 측정된 광대역 초음파 감쇠 사이에 가장 높은 상관관계가 존재하였다. 이와 같은 결과는 생체 외 조건의 대퇴골에서 측정된 음향특성이 대퇴골의 골밀도를 예측하기에 충분한 지표라는 것을 의미한다.

700 MHz 대역에서 도심 지역 건물 밀집도를 고려한 MIMO 채널 특성 분석 (Analysis of MIMO Channel Characteristics Considering the Building Density in the Urban Area at the 700 MHz Frequency Band)

  • 정명원;김종호;정영준;백정기
    • 한국전자파학회논문지
    • /
    • 제24권7호
    • /
    • pp.694-700
    • /
    • 2013
  • 도심 지역은 무선 채널 환경 중 대표적인 이동 통신 사용 지역으로서, 건물의 밀집도가 다양하게 분포하는 형태를 보인다. 건물 밀집도의 차이는 신호전달 과정에서 상당한 영향을 미칠 것으로 예상되어, 건물 밀집도의 정도가 채널 특성 분석에 있어서 영향을 미칠 가능성을 고려하여 전파 특성을 분석할 필요성이 있다. 측정은 제주도 인근 도심 지역에서 실시하였으며, 채널 사운더와 $4{\times}4$ 안테나로 채널 특성을 측정하였다. 측정된 데이터를 바탕으로 도심 지역에서 건물 밀집도를 고려한 채널 특성을 도출하였다. 본 논문은 700 MHz 대역에서 도심 지역 건물 밀집도를 고려한 MIMO 시스템의 전파 채널 측정을 통해 측정 데이터를 분석하고, 채널 특성을 도출하였다.

직접 수치 모사를 통한 캐비테이션 소음 예측 및 모델링 (Cavitation Noise Prediction: Direct numerical simulation and Modeling)

  • 서정희;문영준
    • 대한기계학회:학술대회논문집
    • /
    • 대한기계학회 2007년도 춘계학술대회B
    • /
    • pp.2929-2934
    • /
    • 2007
  • Prediction methods for cavitation noise are presented. At first, direct numerical simulation of cavitating flow noise has been performed, and acoustic analogy equation based on the cavitation noise modeling is derived. For the direct numerical simulation, a density based homogenous equilibrium model is employed to simulate cavitating two-phase flow and the governing equations are solved with high-order numerical schemes to resolve cavitation noise. The compressible Navier-Stokes equations for mixture fluids are discretized with a sixth-order central compact scheme, and the steep gradient of flow variables and supersonic regions are treated with the selective spatial filtering technique. The direct simulation of cavitating flow noise is performed for a 2D circular cylinder at cavitation number 0.7 and 1. The far-field noise is also predicted with the derived analogy equation. Noise spectrum predicted with the equation is well compared with the result of direct numerical simulation and also agree well with the theory.

  • PDF

ROLLING ELEMENT BEARING LUBRICANT DEBRIS DAMAGE ASSESSMENT AND LIFE PREDICTION

  • Hoeprich, Michael R.
    • 한국윤활학회:학술대회논문집
    • /
    • 한국윤활학회 2002년도 proceedings of the second asia international conference on tribology
    • /
    • pp.461-462
    • /
    • 2002
  • Rolling element bearing fatigue life can be significantly reduced by debris particles in lubricants. The debris particles cause raceway surface dents that initiate early fatigue damage. Optical interferometry has been found to be the best method for characterizing bearing raceway debris dent damage. This technique is used to determine the important features, sizes and density of dents. The resulting data file is then used to determine bearing fatigue life. Tests show that bearings manufactured by different processes and material types are affected differently by debris damage and that these differences must be considered by life prediction methodologies. Bearings made by a specific enhanced process can significantly resist the deleterious effects of debris damage and outperform bearings made by other means.

  • PDF

Analytical Prediction and Experimental Verification of Electromagnetic Performance of a Surface-Mounted Permanent Magnet Motor having a Fractional Slot/Pole Number Combination

  • Hong, Sang-A;Choi, Jang-Young;Jang, Seok-Myeong
    • Journal of Magnetics
    • /
    • 제19권1호
    • /
    • pp.84-89
    • /
    • 2014
  • This paper presents an analytical prediction and experimental verification of the electromagnetic performance of a parallel magnetized surface-mounted permanent magnet (SPM) motor having a fractional number of slots per pole combination. On the basis of a two-dimensional (2-D) polar coordinate system and a magnetic vector potential, analytical solutions for flux density produced by the permanent magnets (PMs) and stator windings are derived. Then, analytical solutions for back-electromotive force (emf) and electromagnetic torque are derived from these field solutions. The analytical results are thoroughly validated with 2-D nonlinear finite element (FE) analysis results. Finally, the experimental back-emf and electromagnetic torque measurements are presented to test the validity of the analysis.

Long-term Prediction of Water Quality in Osaka Bay

  • Han, Dong-Jin;Yoon, Jong-Sung
    • 한국환경과학회지
    • /
    • 제13권11호
    • /
    • pp.993-1000
    • /
    • 2004
  • As an effort to clarify the ecosystem of Osaka Bay, a semi-enclosed coastal area under the influence of stratification, a three-dimensional water quality model with combination of the baroclinic flow model and primitive eco-system model was constructed. The proposed model succeeded in simulating the time-depending flow and density structure and the baroclinic residual currents in Osaka Bay. In present study, we tried to improve the model by taking account of the benthic-pelagic interaction and exchange of nutrients between sea bottom sediments and overlaying water. On vertical structure, the model consists of 13 layers of water and eight layers of sediments. Long-term prediction of water quality was conducted from 1964 to 1985. This period is characterized by rapid water pollution and its decrease by the cutoff reduction of COD and P flowed into Osaka Bay. By combining the sediment model into original model, the numerical model was confirmed to shows more reasonable results in simulating the water quality in Osaka Bay.