• 제목/요약/키워드: Optimal array method

검색결과 279건 처리시간 0.029초

NH3 전환효율 극대화를 위한 Urea 인젝터의 분사 최적화에 관한 수치적 연구 (A Numerical Study on the Optimization of Urea Solution Injection to Maximize Conversion Efficiency of NH3)

  • 문성준;조낙원;오세두;정수진;박경우
    • 한국자동차공학회논문집
    • /
    • 제22권3호
    • /
    • pp.171-178
    • /
    • 2014
  • From now on, in order to meet more stringer diesel emission standard, diesel vehicle should be equipped with emission after-treatment devices as NOx reduction catalyst and particulate filters. Urea-SCR is being developed as the most efficient method of reducing NOx emissions in the after-treatment devices of diesel engines, and recent studies have begun to mount the urea-SCR device for diesel passenger cars and light duty vehicles. That is because their operational characteristics are quite different from heavy duty vehicles, urea solution injection should be changed with other conditions. Therefore, the number and diameter of the nozzle, injection directions, mounting positions in front of the catalytic converter are important design factors. In this study, major design parameters concerning urea solution injection in front of SCR are optimized by using a CFD analysis and Taguchi method. The computational prediction of internal flow and spray characteristics in front of SCR was carried out by using STAR-CCM+7.06 code that used to evaluate $NH_3$ uniformity index($NH_3$ UI). The design parameters are optimized by using the $L_{16}$ orthogonal array and small-the-better characteristics of the Taguchi method. As a result, the optimal values are confirmed to be valid in 95% confidence and 5% significance level through analysis of variance(ANOVA). The compared maximize $NH_3$ UI and activation time($NH_3$ UI 0.82) are numerically confirmed that the optimal model provides better conversion efficiency of $NH_3$. In addition, we propose a method to minimize wall-wetting around the urea injector in order to prevent injector blocks caused by solid urea loading. Consequently, the thickness reduction of fluid film in front of mixer is numerically confirmed through the mounting mixer and correcting injection direction by using the trial and error method.

유전 알고리듬을 이용한 소형 고속스핀들 시스템의 바-피더 지지부의 위치 최적선정 (Optimum Bar-feeder Support Positions of a Miniature High Speed Spindle System by Genetic Algorithm)

  • 이재훈;김무수;박성훈;강재근;이시복
    • 한국정밀공학회지
    • /
    • 제26권11호
    • /
    • pp.99-107
    • /
    • 2009
  • Since a long work piece influences the natural frequency of the entire system with a miniature high speed spindle, a bar-feeder is used for a long work piece to improve the vibration characteristics of a spindle system. Therefore, it is very important to design optimally support positions between a bar-feeder and a long work piece for a miniature high speed spindle system. The goal of the current paper is to present an optimization method for the design of support positions between a bar-feeder and a long work piece. This optimization method is effectively composed of the method of design of experiment (DOE), the artificial neural network (ANN) and the genetic algorithm (GA). First, finite element models which include a high speed spindle, a long work piece and the support conditions of a bar-feeder were generated from the orthogonal array of the DOE method, and then the results of natural vibration analysis using FEM were provided for the learning inputs of the neural network. Finally, the design of bar-feeder support positions was optimized by the genetic algorithm method using the neural network approximations.

IS-2000 1X CDMA 환경에서 스마트 안테나 시스템의 적응 빔형성을 위한 선형화된 멱승법 알고리즘 (Linearized Power Method Algorithm for Adaptive Beamforming of Smart Antenna System in IS-2000 1X CDMA Environments)

  • 김민수;최승원
    • 한국통신학회논문지
    • /
    • 제28권1C호
    • /
    • pp.72-80
    • /
    • 2003
  • 본 논문은 멀티패스 페이딩이 존재하는 CDMA 채널에서 새로운 빔형성 알고리즘을 통해 적응 배열 안테나의 성능을 향상시키기 위한 최적의 웨이트 벡터를 구하는 방법을 제시하였다. 제안한 빔형성 알고리즘은 멱승법을 근간으로 하며, 전체 계산량이 O(4N)밖에 되지 않는 선형화 된 멱승법(power method) 알고리즘이다. 여기서 N은 안테나 수를 의미한다. 제안된 알고리즘의 성능은 IS-2000 1X CDMA 환경에서 심볼 에러율(symbol error rate), 사용 가능자수(allowable capacity), 수렴도(convergence) 등에 대한 분석을 통해 확인하였다. 성능분석 결과 적응 배열 안테나 시스템은 기지국 셀 내에서 기존 안테나 시스템에 비해 6-10배정도 사용 가능자수가 증가하였다. 또한, 제안 알고리즘은 심볼 에러율, 수렴도, 계산량의 모든 경우에서 기존 알고리즘에 비해 우수한 성능을 보임을 확인하였다.

다구찌 실험계획법을 이용한 소구경화기 총열 내부용 Cr-Mo-V강의 질화공정 최적화 (Optimization of Inner Nitriding Process for Cr-Mo-V Steel of Small Arms Barrel by using Taguchi Experimental Design Method)

  • 권혁린;김동은;손형동;신재원;박재하;강명창
    • 한국기계가공학회지
    • /
    • 제17권3호
    • /
    • pp.148-154
    • /
    • 2018
  • When shooting small arms, the inner surface temperature is heated up to about $700{\sim}1,000^{\circ}C$ by the friction of the bullet and the inner wall of the barrel and the combustion of propellant. High-temperature propellant gas and high-speed movement of the bullet cause corrosion of the inner wall, which is noticeable immediately in front of the chamber. In this study, the mechanical properties of Cr-Mo-V steel, which is the base material, were tested using Taguchi experimental design to find the best nitriding treatment conditions. For the nitriding process, the working time, salt bath temperature, and salt concentration were combined as three conditions and placed in the $L_9(3^4)$, orthogonal array table. The thicknesses of the white layer and the nitrogen diffusion layer were measured after nitriding under each condition in a salt bath furnace. Durability was evaluated by measuring the degree of dispersion through actual shooting because it was difficult to evaluate the mechanical properties of the cylinder inner structure. As a result, it was confirmed that the durability was optimal at $565^{\circ}C$, 1 hour, 0.5%. These optimal conditions were selected by the statistical analysis of the Minitab program(ver.17).

Enhanced Lovastatin Production by Solid State Fermentation of Monascus ruber

  • Xu Bao-Jun;Wang Qi-Jun;Jia Xiao-Qin;Sung Chang-Keun
    • Biotechnology and Bioprocess Engineering:BBE
    • /
    • 제10권1호
    • /
    • pp.78-84
    • /
    • 2005
  • The purpose of this study was to optimize the solid state cultivation of Monascus ruber on sterile rice. A single-level-multiple-factor and a single-factor-multiple-level experimental design were employed to determine the optimal medium constituents and to optimize carbon and nitrogen source concentrations for lovastatin production. Simultaneous quantitative analyses of the ${\beta}$-hydroxyacid form and ${\beta}$-hydroxylactone for of lovastatin were performed by the high performance liquid chromatography (HPLC) method with a UV photodiode-array (PDA) detector. The total lovastatin yield ($4{\sim}6\;mg/g$, average of five repeats) was achieved by adding soybean powder, glycerol, sodium nitrate, and acetic acid at optimized levels after 14 days of fermentation. The maximal yield of lovastatin under the optimal composition of the medium increased by almost 2 times the yield observed prior to optimization. The experimental results also indicated that the ${\beta}$-hydroxylactone form of lovastatin (LFL) and the ${\beta}$-hydroxyacid form of lovastatin (AFL) simultaneously existed in solid state cultures of Monascus ruber. while the latter was the dominant form in the middle-late stage of continued fermentation. These results indicate that optimized culture conditions can be used for industrial production of lovastatin to obtain high yields.

다구찌기법을 이용한 대형 평판트레일러 하부프레임 경량설계 (Optimal Design of Lightweight Frame for Heavy Flat-Bed Trailer by Using Taguchi Method)

  • 김진곤;윤민수
    • 대한기계학회논문집A
    • /
    • 제34권3호
    • /
    • pp.353-359
    • /
    • 2010
  • 최근 환경문제로 인한 차량의 연료절감이 중요해지면서 수송산업에서도 대형 수송기계의 경량설계에 대한 필요성이 지속적으로 커지고 있다. 본 연구에서는, 고강도강으로 대체된 대형 평판 트레일러 프레임의 경량모델을 개발하기 위하여 구조해석을 수행하였다. 이를 위하여, 트레일러 프레임의 주요 설계변수들을 선정하고 다구찌 기법을 적용하여 응력, 처짐량 그리고 비틀림 강성에 대하여 최적화된 결과를 도출하였다. 또한, 도출된 경량설계안의 타당성을 검토하기 위하여 시작품을 제작하여 실제 내구시험을 수행하였다.

혼합초단열재에서 진공분말패널의 외피형상 및 패널배열에 따른 단열성능해석 (The Numerical Analysis on Insulation Performance with Respect to the Envelope Geometries and Array of Evacuated Powder Panel in Rigid Foam/Evacuated Powder Composite Panels)

  • 홍진관
    • 설비공학논문집
    • /
    • 제8권4호
    • /
    • pp.497-509
    • /
    • 1996
  • Evacuated powder insulations have long been known to have better thermal performance than existing commercially available insulators, such as fiber glass and CFC-blown foam. To make a composite powder panel, a series of individually evacuated panels was encapsulated in a rigid closed cell foam matrix. The panels were encapsulated in a thin glass sheet barrier to preserve the vacuum. The thermal conductivity of the individual panel was found to be $0.0062W/m^{\circ}K$ by experiment and the polyurethane foam above had a thermal conductivity of $0.024W/m^{\circ}K$. In this study, numerical analysis using finite element method was carried out to investigate insulation performance of rigid foam/evacuated powder composite panel with respect to panel geometries such as panel pitch, panel aspect ratio and panel area ratio. Numerical analysis has indicated that more optimal vacuum panel geometries, much lower overall thermal conductivities can be achieved.

  • PDF

Array-based Nano-amplification Technique Was Applied in Detection of Hepatitis E Virus

  • Liu, Hui-Hui;Cao, Xuan;Yang, Yong;Liu, Ming-Gui;Wang, Ye-Fu
    • BMB Reports
    • /
    • 제39권3호
    • /
    • pp.247-252
    • /
    • 2006
  • A rapid method for the detection of Hepatitis E Virus (HEV) was developed by utilizing nano-gold labeled oligonucleotide probes, silver stain enhancement and the microarray technique. The 5'-end -$NH_2$ modified oligonucleotide probes were immobilized on the surface of the chip base as the capture probe. The detection probe was made of the 3'-end -SH modified oligonucleotide probe and nano-gold colloid. The optimal concentrations of these two probes were determined. To test the detection sensitivity and specificity of this technique, a conservative fragment of the virus RNA was amplified by the RT-PCR/PCR one step amplification. The cDNA was hybridized with the capture probes and the detection probes on microarray. The detection signal was amplified by silver stain enhancement and could be identified by naked eyes. 100 fM of amplicon could be detected out on the microarray. As the results, preparation of nano-gold was improved and faster. Development time also was shortened to 2 min. Thus, considering high efficiency, low cost, good specificity and high sensitivity, this technique is alternative for the detection of HEV.

자동차 실내 소음저감을 위한 다채널 능동 소음제어에 관한 연구I : 컴퓨터 시뮬레이션 (The Study of the Multi-Channel Active Noise Reduction of the Vehicle Cabin I : Computer Simulation)

  • 이태연;신준;김흥섭;오재응
    • 오토저널
    • /
    • 제14권5호
    • /
    • pp.95-106
    • /
    • 1992
  • Active control of acoustic noise is an application area of adaptive digital signal processing with increasingly interest along the last year. This work studies the implementation of the multichannel LMS filter and the application of this algorithm for the reduction of the noise inside a vechicle cabin using a number of 'secondary sources' drived by adaptive filtering of a reference noise source. Firstly, we propose the use of an adaptive method for the time-varient optimal convergence factor. Secondly, we propose the use of adaptive delayed inverse model to estimate the elastic-acoustic transfer function presented in vechicle cabin. The original, primary source is often periodic, with a known fundamental frequency. A suitably filtered reference signal can thus be used to drive the secondary sources. An algorithm is presented for adapting the coefficients of an FIR filter feeding such a secondary source in such a way as to minimize the output of a suitably placed microphone. In this algorithm, the coefficients of adaptive filter driving an array of secondary sources can be adapted to minimize the sum of the squares of the outputs of a number of error microphones. The multichannel LMS algorithm displays that such an algorithm is considered suitable to used for the global suppression of noise in vehicle cabin.

  • PDF

Individual Charge Equalization Converter Using Selective Two Current Paths for Series Connected Li-ion Battery Strings

  • Kim, Chol-Ho;Park, Hong-Sun;Moon, Gun-Woo
    • 전력전자학회:학술대회논문집
    • /
    • 전력전자학회 2008년도 하계학술대회 논문집
    • /
    • pp.274-276
    • /
    • 2008
  • This paper proposes an individual charge equalization converter using selective two current paths for series connected lithium-ion battery strings. In the proposed equalizer, a central equalization converter acting as a controllable current source is sequentially connected in parallel with individual batteries through an array of cell selection switches. A flyback converter with a modified rectifier realizes a controllable current source. A central equalization converter is shared by every battery cells through the cell selection switch, instead of a dedicated charge equalizer for each cell. With this configuration, although the proposed equalizer has one dc-dc converter, individual charge equalization can be effectively achieved for the each cell in the strings. Furthermore, since the proposed equalizer would not allocate the separated dc-dc converter to each cell, such that the implementation of great size reduction and low cost can be allowed. In this paper, an optimal power rating design guide is also employed to obtain a minimal balancing size while satisfying equalization requirements. A prototype for eight lithium-ion battery cells is optimally designed and implemented. Experimental results verify that the proposed equalization method has good cell balancing performance showing small size, and low cost.

  • PDF