• Title/Summary/Keyword: optimal experimental design

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Selecting the Optimum Process Condition Between the Factor Level Using Neural Network (신경망이론을 이용한 어인자의 수준사이를 고려한 최적조건 선정에 관한 연구)

  • 홍정의
    • Journal of Korean Society for Quality Management
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    • v.30 no.2
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    • pp.86-98
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    • 2002
  • Defining the relationship between the quality of injection molded parts and the process condition is very complicate because of lots of factor are involved and each factor has a non-linearity. With the development of CAE(Computer Aided Engineering) technology, the estimation of volumetric shrinkage of injection mold parts is possible by computer simulation even though restricted application. In this research, Neural Network applied for finding optimal processing condition. The percent of volumetric shrinkage compared on each case and show neural network can be successfully applied selecting optimum condition not only within factor level but also between factor level.

A study on nonlinear channel equalization using RBF network (RBF 네트워크를 이용한 비선형 채널 등화에 관한 연구)

  • 전선도;위진우;강철호
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.1
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    • pp.64-71
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    • 1997
  • Digital communication channels are imparied by linear effects such as dispersion, ISI(intersymbol Interference), fading phenomenon etc. But, the practical channel equalization system is required to design for compensating the nonlinear distortion caused by harmonic distortion etc. This paper is a study on the performance of nonlinear channel equalization using RBF(Radial Basis Funclion) network, which has the equivalent structure to the optimal Basian filter. Expecially, the variance of RBF network is modifiedby nonlinear polynomial filters to compare the convergence characteristic of nonlinear channel equalization. Experimental results show that the modified RBF network achieves the faster convergence property than conventional RBF network. Moreover, the RBF network ofhigher order variance modified represents the better performance than that of lower order variance in the bandpass channels and second/third order polynomial channels.

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Experimental Verification of Analysis Model of the Shadow Mask with Damping Wires (댐핑 와이어를 갖는 새도우 마스크의 해석모델에 대한 실험적 검증)

  • 김성대;김원진;이종원
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2002.05a
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    • pp.460-465
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    • 2002
  • The nonlinear vibration of the CRT shadow mask is analyzed in consideration of the V-shaped tension distribution and the effect of wire impact damping. The reduced order FEM model of the shadow mask is obtained from dynamic condensation for the mass and stiffness matrices. Damping wire is modeled using the lumped parameter method to effectively describe its contact interactions with the shadow mask. The nonlinear contact-impact model is composed of spring and damper elements, of which parameters are determined from the Hertzian contact theory and the restitution coefficient, respectively. The analysis model of the shadow mask with damping wires is experimentally verified through impact tests of shadow masks performed in a vacuum chamber. Using the validated analysis model of the shadow mask with damping wires, the‘design of experiments’technique is applied to search fur the optimal damping wire configuration so that the vibration attenuation of the shadow mask is maximized.

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Operating Characteristics of Pilot Scale Multi-Staged Waste Pyrolysis & Gasification System (파일럿 규모의 폐기물 다단열분해 가스화시스템의 운전특성)

  • Lee, Jeong-Woo;Yu, Tae-U;Bang, Byeong-Ryeol;Moon, Ji-Hong;Lee, Jae-Uk;Park, Sang-Shin;Kim, Nack-Joo
    • 한국신재생에너지학회:학술대회논문집
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    • 2009.11a
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    • pp.331-335
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    • 2009
  • A novel multi-staged waste pyrolysis & gasification system of pilot scale (~1 ton/day) is designed and constructed in Korea Institute of Industrial Technology. The pyrolysis & gasification system is composed of pyrolysis & gasification system, syngas reformer, syngas cleaning system, gas engine power generation system and co-combustion system. For each unit process, experimental approaches have been conducted to find optimal design and operating conditions. As a result, We can produce syngas with a calorific value of ~4000 kcal/$Nm^3$ and cold gas efficiency of the system is more than 55 % in case of waste plastic and oxygen as a gasifying agent.

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Premature Failure Prevention design of Three-way Catalyst Substrate using DOE (실험계획법을 이용한 삼원촉매담체의 조기 파손 예방 설계)

  • Lee, Dong-Woo;Cho, Seok-Swoo
    • Journal of the Korean Society for Precision Engineering
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    • v.27 no.7
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    • pp.101-108
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    • 2010
  • Domestic three-way catalyst satisfies exhaust gas conversion efficiency or pressure drop etc. but doesn't satisfy thermal durability. Thermal stress analysis for three-way catalyst was performed based on experimental temperature distribution. Thermal safety of three-way catalyst was estimated by safety factor. Aspect ratio variable had the most significant effect on thermal stress. Thickness variable had the least significant effect on thermal stress. Optimal conditions for premature failure prevention of three-way catalyst were as follows : (1) aspect ratio of three-way catalyst : 0.6:1 (2) 2.84mm thick (3) silicon nitride. The safety of Taguchi-optimized three-way catalyst were 4.7 times higher than that of existent three-way catalyst.

A Study on the Gas Exchange Characteristics of Intake and Exhaust Systems in the Gasoline Engine (가솔린 기관 흡.배기계의 가스 유동 특성에 관한 연구)

  • 서영호;이창식
    • Transactions of the Korean Society of Automotive Engineers
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    • v.2 no.4
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    • pp.112-119
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    • 1994
  • This study is investigated into the dynamic effect of the manifold configuration during the gas exchange processes using both simulation and experiment, In theoretical study on the flow analysis, the characteristic method is applied to solve the compressible unsteady flow equation, involving the several steady flow boundary conditions. In order to excute the engine experiment efficiently, a data acquisition system is configured by using A/D converter and PC. Good results which coincided experimental data with simulation output were obtained, and it shows that this simulation method can be applied to obtain the optimal design parameters in the intake and exhaust systems.

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A Study of Cogging Torque Reduction depending on Notch Position of Single Phase BLDC Motor Stator (단상 BLDC 전동기 고정자 노치 위치에 따른 코깅토크 저감에 관한 연구)

  • Kam, Seung-Han;Jung, Tae-Uk
    • Journal of the Korean Society of Industry Convergence
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    • v.17 no.3
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    • pp.113-121
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    • 2014
  • This paper presents a optimization design of 10[W] single phase BLDC motor applied Notch shape. Cogging Torque causes noise, vibration and torque ripple so notched stator is proposed in this paper. Firstly, a single phase BLDC motor needs applying aymmetric air-gap shape because this type motor cannot help having dead-point which is zero torque position. However, using asymmetric air-gap structure causes cogging torque increase. Therefore, this paper proposes the notch shape structure. Notch shape structure has some advantages; low cost, easy to apply. There are 4 optimal factors selected in optimization process, which are position and size of notches. Through building a prototype, the result of FE analysis and the experimental measurement value are compared each other and then vailidity and utility of simulation will be verified.

Coil Spring Inspection for Reliability Assurance of Automobile Suspension System using Guided Wave

  • Nohyu kim;Park, Woon-Yong
    • International Journal of Reliability and Applications
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    • v.5 no.1
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    • pp.37-46
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    • 2004
  • Coil spring of automobile suspension system is very important to safety and dynamics of passenger car and requires a highly advanced quality control during manufacturing processes. Surface cracks on the coil spring rod produced by mechanical machining and heat treatment may cause a severe accident and large cost to the manufacturer. In order to detect surface cracks of the rod, guided wave technique is applied for a fast total volumetric inspection. Pochhammer equation is studied to investigate the dispersion characteristics of the guided wave in the spring rod and optimal wave modes sensitive to the surface crack are selected experimentally to design the experimental arrangement for the generation of guided wave. Rod samples with different size of artificial axial EDM notch on the surface ranging from 50${\mu}{\textrm}{m}$ to 1 mm are examined by guided wave and inspection results discussed.

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Novel Anti-islanding method using phase shift with a periodic function (주기적 위상 변동 기법을 이용한 새로운 단독운전 검출 기법)

  • Jung, Young-Seok;Choi, Jae-Ho;So, Jung-Hoon;Yu, Byung-Guy;Yu, Gwon-Jong
    • Proceedings of the KIEE Conference
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    • 2006.07b
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    • pp.1153-1154
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    • 2006
  • This paper proposes the optimal design method based on NDZ analysis to secure the islanding defection ability and to maintain the stability and power quality when the grid is connected. A PSiM-based model and analysis of the system is presented, specialty aimed at improving the effectiveness of phase shift anti-islanding method with frequency feedback, which causes the inverter current to be generated slightly lower or higher in frequency than the frequency of the terminal voltage. The proposed method can cause frequency jump with leading and lagging phase of output current in two line cycles. As a result, the proposed algorithm is more sensitive and reliable than the conventional phase shift method. Experimental results, on a 3 kW inverter connected to 220 V, 60 Hz utility, are discussed.

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Structural Analysis of a PCB Substrate System for Semiconductor (반도체용 PCB 기판시스템의 구조해석)

  • Rim, Kyung-Hwa;Yang, Xun;Yoon, Jong-Kuk;Kim, Young-Kyun;Iyu, Sun-Joong
    • Journal of the Semiconductor & Display Technology
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    • v.10 no.4
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    • pp.113-118
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    • 2011
  • According to the high accuracy of semiconductor equipments, PCB substrate with much thin thickness is required. However, it is very difficult to sustain the PCB substrate without deformation in case of horizontal installation, due to low bending stiffness. In this research, new PCB process equipment with vertical installation has been developed in order to solve the problem of PCB substrate damage during etching process. As the main parts of etching system on PCB substrate, PCB substrate and JIG are analyzed through finite element method and experimental test. Through the analysis results of stress state, we could find the optimal JIG design to make the damage as low as possible.