• 제목/요약/키워드: Hybrid process technology

검색결과 632건 처리시간 0.029초

내적 조합 모델 PLS를 이용한 소프트 센서 설계 (Soft sensor design based on PLS with hybrid inner model)

  • 홍선주;한종훈
    • 한국가스학회지
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    • 제2권3호
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    • pp.49-53
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    • 1998
  • 온라인 가스 크로마토그래피와 같은 실시간 분석기기는 데이터 채취 및 분석과정의 시간이 오래 걸려 측정 신뢰성이 낮으며 또한 설치 및 보수비용이 많이 들어서, 실제 가스 산업 공정에서는 온도, 압력과 같은 공정의 운전 변수들을 이용하여 간접적으로 가스의 성분 및 양을 감지하는 소프트 센서에 관한 연구가 활발하게 진행 중이다. 본 연구에서는 데이터 기반 소프트 센서의 설계에 있어서 공정 데이터가 갖는 패턴을 잘 반영하여 추정 능력을 높이는 내적 조합모델 PLS를 제안하고, 이를 산업체의 농도 추정 목적으로 적용하였다. 제안된 PLS모델은 기존에 제시된 모델들보다 뛰어난 추정 능력을 보였다.

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유/무기 졸-겔 재료에 비선형광학 물질의 배향특성에 대한 액정효과 (Liquid crystal effects on poling behaviour of NLO chromophore dispersed in organically modified sol-gel materials)

  • Baek, In-Chan;Seok, Sang-Il;Jin, Moon-Young;Lee, Chang-Jin
    • 한국재료학회:학술대회논문집
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    • 한국재료학회 2003년도 추계학술발표강연 및 논문개요집
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    • pp.132-132
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    • 2003
  • Second-order nonlinear optical(NLO) materials have been extensively studied for applications in photonic devices, such as frequency doubling and electro-optical(EO) modulation, because of their large optical nonlinearity, excellent processibility, low dielectric constant, and high laser damage thresholds. The poling behaviour of NLO chromophore in organic/inorganic matrixes showed the randomization of poled NLO chromophore in the absence of poling Held. The liquid crystal molecules in a droplet showed a long-range orientational order along a director. Therefore, liquid crystal effects on poling behaviour of NLO chromophore dispersed in organically modified inorganic sol-gel materials were investigated. Using sol-gel process for the development of NLO material has received increasing attention, Organically modifked inorganic NLO sol-Eel materials are obtained via incorporation of the organic NLO active chromophore into an alkoxysilane based inorganic network. One of the most important thing in this works was that tetraethoxysilane(TEOS) and methyltrimathoxysilane(HTMS) were used as precursor followed by hydrolysis and condensation without using any acidic catalyst during the process. The NLO chromophores in the liquid crystal nanodomains were well mixed with I/O hybrid matrix, deposited on transparent ITO-coated glasses. The poling behaviour of liquid crystal effects of NLO chromophore dispersed in I/O hybrid matrix were investigated by UV-vis spectroscopy. Size distribution and morphology of the NLO chromophores doped in the liquid crystal nanodomains dispersed in I/O hybrid matrix were investigated by SEM.

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정밀냉간단조 기술을 적용한 자동차 액추에이터용 스퍼기어 부품개발 (Development of Spur Gear Parts for Automotive Actuators using Precision Cold Forging Technology)

  • 박동환;한성철
    • 소성∙가공
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    • 제32권6호
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    • pp.335-343
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    • 2023
  • Spur Gear parts for automobile actuators using existing former forging technology were produced in a total of three processes on a former forging machine. However, in order to improve cost increase due to frequent mold breakage, Spur Gear parts were designed and manufactured in the cold forging process after forming the preform through former forging. In other words, in the existing former forging mold, product seating defects occurred due to horizontal movement, resulting in many product defects and mold damage, so there was an urgent need to improve mold life and product defects. In order to improve this, we tried to improve the mold life by improving the existing 3 former forging processes to a former forging process and 2 cold forging processes. Therefore, We developed Spur Gear parts for automobile actuators were developed by applying precision cold forging technology through a former forging process and 2 cold forging processes to improve mold life.

An Efficient Dynamic Response Optimization Using the Design Sensitivities Approximated Within the Estimate Confidence Radius

  • Park, Dong-Hoon;Kim, Min-Soo
    • Journal of Mechanical Science and Technology
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    • 제15권8호
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    • pp.1143-1155
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    • 2001
  • In order to reduce the expensive CPU time for design sensitivity analysis in dynamic response optimization, this study introduces the design sensitivities approximated within estimated confidence radius in dynamic response optimization with ALM method. The confidence radius is estimated by the linear approximation with Hessian of quasi-Newton formula and qualifies the approximate gradient to be validly used during optimization process. In this study, if the design changes between consecutive iterations are within the estimated confidence radius, then the approximate gradients are accepted. Otherwise, the exact gradients are used such as analytical or finite differenced gradients. This hybrid design sensitivity analysis method is embedded in an in-house ALM based dynamic response optimizer, which solves three typical dynamic response optimization problems and one practical design problem for a tracked vehicle suspension system. The optimization results are compared with those of the conventional method that uses only exact gradients throughout optimization process. These comparisons show that the hybrid method is more efficient than the conventional method. Especially, in the tracked vehicle suspension system design, the proposed method yields 14 percent reduction of the total CPU time and the number of analyses than the conventional method, while giving similar optimum values.

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유전체 장벽 방전-광촉매 복합공정에 의한 NO와 $SO_2$ 제거 (NO and $SO_2$ Removal by Dielectric Barrier Discharge-Photocatalysts Hybrid Process)

  • 김동주;;김교선
    • 청정기술
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    • 제13권2호
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    • pp.115-121
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    • 2007
  • 본 연구에서는 유전체 장벽 방전-광촉매 복합 공정에 의한 NO 및 $SO_2$ 제거를 실험적으로 분석하였다. 유전체 장벽 방전을 위해 유전체로서 유리구가 사용되었고 $TiO_2$ 광촉매 입자는 딥코팅(dip-coating) 방법에 의해 높은 비표면적을 가지는 스펀지 형태로 유리구에 코팅되었다. 플라즈마 반응기에 인가된 전압이나 펄스 주파수, 혹은 기체의 체류시간이 증가함에 따라, NO 및 $SO_2$의 제거효율은 증가하였다. NO 및 $SO_2$ 공급농도 증가하면 NO 및 $SO_2$ 제거에 더 많은 에너지가 요구되어 NO 및$SO_2$의 제거효율이 감소하였다. 본 연구의 실험 결과들은 NO 와 $SO_2$를 제거하기 위한 유전체 장벽 방전-광촉매 복합 공정 설계의 기초 자료로 사용될 수 있다.

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Development of Sleeve Parts for Continuous Hot Zinc Plating Roll Applied to Wear-Resistant Alloy Cast Steel

  • Park, Dong-Hwan;Hong, Jin-Tae;Kwon, Hyuk-Hong
    • 한국생산제조학회지
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    • 제26권4호
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    • pp.357-364
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    • 2017
  • Metal casting is a process in which molten metal or liquid metal is poured into a mold made of sand, metal, or ceramic. The mold contains a cavity of the desired shape to form geometrically complex parts. The casting process is used to create complex shapes that are difficult to make using conventional manufacturing practices. For the optimal casting process design of sleeve parts, various analyses were performed in this study using commercial finite element analysis software. The simulation was focused on the behaviors of molten metal during the mold filling and solidification stages for the precision and sand casting products. This study developed high-life sleeve parts for the sink roll of continuous hot-dip galvanizing equipment by applying a wear-resistant alloy casting process.

Hybrid medium model for conjugate heat transfer modeling in the core of sodium-cooled fast reactor

  • Wang, X.A.;Zhang, Dalin;Wang, Mingjun;Song, Ping;Wang, Shibao;Liang, Yu;Zhang, Yapei;Tian, Wenxi;Qiu, Suizheng;Su, G.H.
    • Nuclear Engineering and Technology
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    • 제52권4호
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    • pp.708-720
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    • 2020
  • Core-wide temperature distribution in sodium-cooled fast reactor plays a key role in its decay heat removal process, however the prediction for temperature distribution is quite complex due to the conjugate heat transfer between the assembly flow and the inter-wrapper flow. Hybrid medium model has been proposed for conjugate heat transfer modeling in the core. The core is modeled with a Realistic modeled inter-wrapper flow and hybrid medium modeled assembly flow. To validate present model, simulations for a three-assembly model were performed with Realistic modeling, traditional porous medium model and hybrid medium model, respectively. The influences of Uniform/Non-Uniform power distribution among assemblies and the Peclet number within the assembly flow have been considered. Compared to traditional porous medium model, present model shows a better agreement with in Realistic modeling prediction of the temperature distribution and the radial heat transfer between the inter-wrapper flow and the assembly flow.

흑연 함량에 따른 알루미늄 기지 복합재료의 방전플라즈마소결 거동 및 방열 특성 (Spark Plasma Sintering Behavior and Heat Dissipation Characteristics of the Aluminum Matrix Composite Materials with the Contents of Graphite)

  • 권한상;박재홍;주성욱;홍상휘;문지훈
    • 한국분말재료학회지
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    • 제23권3호
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    • pp.195-201
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    • 2016
  • Composite materials consisting of pure aluminum matrix reinforced with different amounts of graphite particles are successfully fabricated by mechanical ball milling and spark plasma sintering (SPS) processes. The shrinkage rates of the composite powders vary with the amount of graphite particles and the lowest shrinkage value is observed for the composite with the highest amount of graphite particles. The current slopes of time increase with increase in the amount of graphite particles whereas the current slopes of temperature show the opposite trend. The highest thermal conductivity is achieved for the composite with the least amount of graphite particles. Therefore, the thermal properties of the composite materials can be controlled by controlling the amount of the graphite particles during the SPS process.

ROBUST PORTFOLIO OPTIMIZATION UNDER HYBRID CEV AND STOCHASTIC VOLATILITY

  • Cao, Jiling;Peng, Beidi;Zhang, Wenjun
    • 대한수학회지
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    • 제59권6호
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    • pp.1153-1170
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    • 2022
  • In this paper, we investigate the portfolio optimization problem under the SVCEV model, which is a hybrid model of constant elasticity of variance (CEV) and stochastic volatility, by taking into account of minimum-entropy robustness. The Hamilton-Jacobi-Bellman (HJB) equation is derived and the first two orders of optimal strategies are obtained by utilizing an asymptotic approximation approach. We also derive the first two orders of practical optimal strategies by knowing that the underlying Ornstein-Uhlenbeck process is not observable. Finally, we conduct numerical experiments and sensitivity analysis on the leading optimal strategy and the first correction term with respect to various values of the model parameters.

DED방식의 적층가공을 통한 금형으로의 응용사례 및 효과 (Effects and Application Cases of Injection Molds by using DED type Additive Manufacturing Process)

  • 김우성;홍명표;김양곤;서창희;이종원;이성희;성지현
    • Journal of Welding and Joining
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    • 제32권4호
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    • pp.10-14
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    • 2014
  • Laser aided Direct Metal Tooling(DMT) process is a kind of Additive Manufacturing processes (or 3D-Printing processes), which is developed for using various commercial steel powders such as P20, P21, SUS420, H13, D2 and other non-ferrous metal powders, aluminum alloys, titanium alloys, copper alloys and so on. The DMT process is a versatile process which can be applied to various fields like the mold industry, the medical industry, and the defense industry. Among of them, the application of DMT process to the mold industry is one of the most attractive and practical applications since the conformal cooling channel core of injection molds can be fabricated at the slightly expensive cost by using the hybrid fabrication method of DMT technology compared to the part fabricated with the machining technology. The main objectives of this study are to provide various characteristics of the parts made by DMT process compared to the same parts machined from bulk materials and prove the performance of the injection mold equipped with the conformal cooling channel core which is fabricated by the hybrid method of DMT process.