• 제목/요약/키워드: 엔지니어링모델(engineering model)

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LES에 의한 원관 내 난류의 유동 해석 (Large Eddy Simulation of Turbulent Pipe Flow)

  • 고상철
    • Journal of Advanced Marine Engineering and Technology
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    • 제27권3호
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    • pp.437-446
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    • 2003
  • A large eddy simulation (LES) is performed for turbulent pipe flow. The simulation code is constructed by using a general coordinate system based on the physical contravariant velocity components. The effects of grid fineness which can be well prediction of turbulent behavior in near wall region is investigated. The subgrid scale turbulent models are applied and validated emphasis is placed on the flow details of turbulent pipe flow The calculated Reynolds number is 360 based on the wall shear velocity and the inlet pipe diameter. The predicted turbulent statistics are evaluated by comparing with the DNS data of turbulent pipe flow Performed by Eggels et al. The agreement of LES with DNS data is shown to be satisfactory. The proper grid fineness of the well prediction of turbulent pipe flow is suggested and the turbulent behavior is analyzed by depict the contour plot of fluctuating velocity components.

수직관내 응축열전달에 관한 실험적 연구 (An Experimental Investigation on Condensation Heat Transfer Inside Vertical Tubes)

  • 윤정인;김재돌;김성규
    • Journal of Advanced Marine Engineering and Technology
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    • 제20권4호
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    • pp.59-69
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    • 1996
  • 냉동.공조 및 각종 화학공업에 널리 사용되는 열교환기인 응축기의 고성능화 및 합리적인 설계를 위해서는 냉매의 정확한 응축열전달률 예측과 그 메카니즘 규명이 필수 요건이다. 본 연구에서는 내경 9.7mm, 외경 12.7mm, 길이 1200mm의 수직 이중관 응축기의 압력강하 및 응축열전달특성을 실험적으로 밝혔다. 실험으로부터 Lockart-Martinelli의 상관 관계식을 이용한 수직 응축관내 압력강하 특성을 종래의 실험식들과 비교.검토하고 새로운 압력강하식을 제안하였다. 그리고 종래의 해석방법과는 달리 비환상류 모델을 가정한 해석결과로부터 전 유동양식에 걸쳐 적용할 수 있는 새로운 응축열전달 예측식을 제안하였다.

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BEMT를 이용한 1 kW급 수평축 풍력발전용 로터 블레이드 형상 최적설계에 관한 연구 (Study on the Optimum Rotor Blade Design of the 1 kW HAWT by BEMT)

  • 이민우;김정환;김정렬
    • Journal of Advanced Marine Engineering and Technology
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    • 제31권4호
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    • pp.356-362
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    • 2007
  • The optimum design and the performance analysis software called POSEIDON for the HAWT (Horizontal Axis Wind Turbine) was developed by use of BEMT. The Prandtl's tip loss theory was adopted to consider the blade tip loss. The aerodynamic characteristics of NACA 63-415 airfoils were predicted via X-FOIL and the post stall characteristics were estimated by the Viterna's equations. All the predicted aerodynamic characteristics are fairly well agreed with the Velux wind tunnel test results. The rated power of the testing rotor is 1 kW at design conditions. The power, estimated by use of predicted lift and drag coefficient via X-FOIL becomes a little higher than experimental one.

신경회로망과 유전알고리즘을 이용한 과감쇠 시스템용 자기동조 PID 제어기의 설계 (Design of a Self-tuning PID Controller for Over-damped Systems Using Neural Networks and Genetic Algorithms)

  • 진강규;유성호;손영득
    • Journal of Advanced Marine Engineering and Technology
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    • 제27권1호
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    • pp.24-32
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    • 2003
  • The PID controller has been widely used in industrial applications due to its simple structure and robustness. Even if it is initially well tuned, the PID controller must be retuned to maintain acceptable performance when there are system parameter changes due to the change of operation conditions. In this paper, a self-tuning control scheme which comprises a parameter estimator, a NN-based rule emulator and a PID controller is proposed, which can cope with changing environments. This method involves combining neural networks and real-coded genetic algorithms(RCGAs) with conventional approaches to provide a stable and satisfactory response. A RCGA-based parameter estimation method is first described to obtain the first-order with time delay model from over-damped high-order systems. Then, a set of optimum PID parameters are calculated based on the estimated model such that they cover the entire spectrum of system operations and an optimum tuning rule is trained with a BP-based neural network. A set of simulation works on systems with time delay are carried out to demonstrate the effectiveness of the proposed method.

IDI 디젤기관의 개선된 단일영역 열발생량 계산 (Advanced One-zone Heat Release Analysis for IDI Diesel Engine)

  • 김규보;전충환;장영준;이석영
    • Journal of Advanced Marine Engineering and Technology
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    • 제28권7호
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    • pp.1101-1110
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    • 2004
  • An one-zone heat release analysis was applied to a 4 cylinder indirect injection diesel engine. The objective of the study is to calculate heat release accurately considering the effect of specific heat ratio. heat transfer and crevice model and to find out combustion characteristics of an indirect diesel engine considering the effect of the pressures in main and swirl chambers. Especially specific heat ratio indicating combustion characteristics is adapted. instead of that indicating matter properties, which has been used in former studies Moreover by adaption of blowby model, cylinder gas mass became accurately calculated. Therefore, with ideal gas equation, calculating cylinder gas temperature, it was found to affect heat transfer loss and heat release. Determining heat transfer constants $C_1$. $C_2$ as 0.6 respectively. the integrated gross heat release values were predicted well for the measured value at various engine speed, full load operating conditions. The curve of heat release rate was similar to SI engine rather than DI engine. That is originated from that swirl chamber reduce an instant combustion which occurs in DI engine due to ignition delay on early stage of combustion.

디젤기관의 on-line 파라미터 추정에 의한 적응 속도제어 (An Adaptive Speed Control of a Diesel Engine by Means of the On-line Parameter Estimate)

  • 유희한;하주식
    • Journal of Advanced Marine Engineering and Technology
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    • 제20권4호
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    • pp.20-26
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    • 1996
  • Recently, for the speed control of a diesel engine, some methods using the modern control theory such as LQ control technique, or $\textit{H}_{\infty}$control theory etc., have been reported. However, most of speed controlers of a diesel engine ever developed are still using the PID control algorithm. And, as another approach to the speed control of a diesel engine, the authors proposed already a new method to adjust the parameters of the PID controller by a model matching method. In the previous paper, the authors confirmed that the proposed new method is superior to Ziegler & Nichols's method through the analysis of results of the digital simulations under the assumption that the parameters of a diesel engine are known exactly. But, actually, it is very difficult to find out the value of parameters of a diesel engine accurately. And the parameters of a diesel engine are changigng according to the operating condition of a diesel engine. So, in this paper, a method to estimate the parameters of the PID controller for the speed control of a diesel engine by means of the model matching method are proposed. Also, the digital simulations are carried out in cases either with or without measurement noise. And this paper confirms that the proposed method here is superior to Ziegler & Nichols's method through the analysis of the characteristics of indicial responses.

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지반굴착에 따른 지반 안정성 평가 시 지하시설물이 지하수흐름에 미치는 영향 분석 (Effect of Underground Building for the Groundwater flow in the Ground Excavation)

  • 차장환;이재영;김병찬
    • 한국방재안전학회논문집
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    • 제11권2호
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    • pp.17-28
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    • 2018
  • 본 연구에서는 지반굴착 시 굴착구간 주변의 지하시설물이 지하수 흐름특성에 미치는 영향을 파악하기 위해 지하시설물의 규모와 이격거리, 지하수 동수구배 등을 고려하여 시나리오 기반으로 굴착 단계별 지하시설물의 영향을 지하수 수위 변화와 지하수 유출량 측면에서 비교 분석하였다. 그 결과 지하시설물의 규모가 증가할수록 수두차와 수두구배가 크게 발생하며 이격거리가 짧을수록 큰 수두차와 수두구배를 보인다. 모델영역의 지하수 수두구배에 따른 영향은 비교적 작은 것으로 나타났다. 또한 시나리오에 대한 지하수 유출량 분석 결과 지하시설물의 규모가 증가하거나 이격거리가 짧을수록 지하수 유출량이 감소하는 경향을 보인다. 이는 지반굴착에 따른 지하수 유동특성 분석에 있어 주변에 존재하는 지하시설물에 대한 영향 검토가 필요한 것으로 판단된다.

WiFi와 BLE 를 이용한 Log-Distance Path Loss Model 기반 Fingerprint Radio map 알고리즘 (Radio map fingerprint algorithm based on a log-distance path loss model using WiFi and BLE)

  • 성주현;권택구;이승희;김정우;서동환
    • Journal of Advanced Marine Engineering and Technology
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    • 제40권1호
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    • pp.62-68
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    • 2016
  • 실내 위치인식 기술 중 하나인 WiFi Fingerprint는 기존의 WiFi access point(AP)의 거리에 따른 신호 세기를 활용하여 위치를 추정하는 편리함 때문에 많은 연구가 이루어지고 있다. 하지만 이 방식은 Radio map에 저장된 Reference point에 의존하기 때문에 다른 방식에 비해 위치의 분해능이 떨어지고 연산량이 많다. 본 논문에서는 이러한 문제를 해결하기 위하여 WiFi와 BLE를 융합한 Log-Distance Path Loss Model 기반의 Radio map 설계 알고리즘을 제안한다. 제안한 알고리즘은 Log-Distance Path Loss Model이 적용된 변수 값을 추출하여 Radio map을 설계하는 방식이며 Median Filter를 적용하여 오차를 개선하였다. 기존 Fingerprint와 비교하여 실험한 결과, 위치의 정확도는 평균 2.747m에서 2.112m로 0.635m 감소되는 것을 확인하였으며 연산량은 AP 환경에 따라 33%이상 감소하는 것을 확인하였다.

Deep Learning 기반 공동주택 마감공사 단위작업별 생산성 예측모델 개발 - 내장공사를 중심으로 - (The Development of Productivity Prediction Model for Interior Finishes of Apartment using Deep Learning Techniques)

  • 이기륜;한충희;이준복
    • 한국건설관리학회논문집
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    • 제20권2호
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    • pp.3-12
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    • 2019
  • 국내 건설산업에서 생산성 정보는 중요성과 그 기능에도 불구하고 생산성 데이터의 수집 및 분석 방법이 체계화되어 있지 못하다. 또한 생산성 관리는 대부분 현장관리자의 경험과 직관에 의존하고 있으며 생산성 데이터를 공사계획 및 관리에 적극 활용하지 못하고 있는 상황이다. 따라서 본 연구에서는 공동주택 마감공사의 생산성 예측 및 생산성 영향요인을 분석할 수 있는 기반을 마련하기 위해 단위작업별 생산성 관련 데이터를 수집하여 딥러닝 기반의 생산성 예측모델을 개발하고자 한다. 연구결과인 딥러닝 기반의 공동주택 단위작업별 생산성 예측모델은 신뢰할 수 있는 생산성 정보 데이터에 딥러닝을 적용하여 향후 데이터가 축적될수록 발전되는 기술로 공동주택 프로젝트 관리시스템의 기본 모듈이 될 수 있다. 또한 과거 유사한 프로젝트의 생산성 데이터를 통한 개산견적, 공정계획을 위한 작업일수 산정, 투입인원 산정 등과 같은 프로젝트 엔지니어링 과정에 활용 가능하며 공사 진행 중 예측과 다른 생산성 발견 시 원인 분석에 용이하여 신속한 대응 및 향후 예방이 가능할 것으로 기대된다.

시장수요예측 모델을 활용한 서울시 수소차 충전시설의 입지선정 우선순위에 관한 연구 (A Study on the Priority of Site Selection for Hydrogen Vehicle Charging Facilities in Seoul Using a Market Demand Prediction Model)

  • 김진식;장국진;이주연;정명석
    • 시스템엔지니어링학술지
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    • 제18권2호
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    • pp.140-148
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    • 2022
  • Hydrogen is expected to be widely applied in most sectors within the current energy system, such as transportation and logistics, and is expected to be economically and technologically utilized as a power source to achieve vehiclebon emission reduction. In particular, the construction of hydrogen charging station infrastructure will not only support the distribution of hydrogen electric vehicles, but also play an important role in building a hydrogen logistics system. Therefore, This paper suggest additional charging infrastructure areas in Seoul with a focus on supply according to the annual average growth rate (CAGR), centering on Seoul, where hydrogen vehicles are most widely distributed. As of February 2022, hydrogen charging infrastructures were installed in Gangseo-gu, Gangdong-gu, Mapo-gu, Jung-gu, and Seocho-gu in downtown Seoul. Next, looking at the number of hydrogen vehicles by administrative dong in Seoul from 2018 to 2022, Seocho-gu has the most with 246 as of 2022, and Dongjak-gu has the highest average growth rate of 215.4% with a CAGR of 215.4%. Therefore, as a result of CAGR analysis, Dongjak-gu is expected to supply the most hydrogen vehicles in the future, and Seocho-gu currently has the most hydrogen vehicles, so it is likely that additional hydrogen charging infrastructure will be needed between Dongjak-gu and Seocho-gu.