• Title/Summary/Keyword: property change

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Image Recognition by Learning Multi-Valued Logic Neural Network

  • Kim, Doo-Ywan;Chung, Hwan-Mook
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.2 no.3
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    • pp.215-220
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    • 2002
  • This paper proposes a method to apply the Backpropagation(BP) algorithm of MVL(Multi-Valued Logic) Neural Network to pattern recognition. It extracts the property of an object density about an original pattern necessary for pattern processing and makes the property of the object density mapped to MVL. In addition, because it team the pattern by using multiple valued logic, it can reduce time f3r pattern and space fer memory to a minimum. There is, however, a demerit that existed MVL cannot adapt the change of circumstance. Through changing input into MVL function, not direct input of an existed Multiple pattern, and making it each variable loam by neural network after calculating each variable into liter function. Error has been reduced and convergence speed has become fast.

Development of Control System of Twin-Fluid Nozzles for Controlling Spraying Rate and Droplet Size (이류체노즐을 이용한 분무량과 분무입경 제어시스템 개발)

  • 이중용;안형철;정창주
    • Journal of Biosystems Engineering
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    • v.25 no.1
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    • pp.11-18
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    • 2000
  • In precision chemical application increment of biological efficacy with less chemical is the virtue. spraying rate and droplet size is closely related to biological efficacy. this study was performed to develope a spray-control-system that could control spraying rate and droplet size independently. Twin-fluid nozzles were selected and tested to certify if the nozzles were suitable for the objective of this study. Characteritics of the nozzles i.e., spraying rte and droplet size change u8nder the changes of spraying pressure and air pressure were statistically modeled. The model had I to 1 matching property between dependent variables and independent variables. Using the property and the model, inverse relationship could be determined between variables. A feedback spray control system was developed and tested with predetermined error of 5 % in pressure. The system showed 4 % error in spraying rate and 9 % error in droplets size. Performance of the system could be upgraded by fine tuning but, in practical sense keeping air pressure in the field sprayer was the bottle neck of commercialization of the spray system.

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An Experimental Study and the Design of the Rubber Laminated Lead Damper (탄성체 적층 납삽입 제진장치의 설계 및 특성시험)

  • Lee, Wan-Ha;Park, Jin-Young;Park, Jung-Woo;Kim, Ki-Man;Park, Kun-Nok
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2011.04a
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    • pp.165-170
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    • 2011
  • A large number of seismic isolation systems have been developed since the early 1970s. They are basically a combination of elastomeric bearing and energy dissipators. The investigation described in this paper analyzes shear property and the frequency dependence of Lead Rubber Damper(LRD). Lead Rubber Damper is similar in shape and performance property to Lead Rubber Bearing. Experimental condition ranges from 20 to 200% in share strain and from 0.1 to 1.0Hz in frequency. When the shear strain is increased, effective stiffness and damping ratio are decreased. When the frequency is increased, change of the behavior characteristic is subtle.

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Simulation of Bone Fracture Healing by the Complex System Rule (복잡계를 응용한 인체 골절치료 모델링과 해석에 관한 연구)

  • 문병영;박정홍
    • Journal of the Korean Society for Precision Engineering
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    • v.20 no.12
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    • pp.198-204
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    • 2003
  • The bone fracture healing is simulated by using one of the complex system rules, named cellular automata method. It is assumed that each cell has property of Bone, Cartilage or Fibrous connective tissue. Nine local rules are adopted to change the property of each cell against the mechanical stimulus, which consists of the strain energy density, and the existence of bone in the surroundings. Two dimensional sheep metatarsal model is considered and the bone fracture healing is simulated. The simulation results agree well with those obtained by using fuzzy logic model and experimental data. The cellular automata method found to be one of the simulation methods to express the bone fracture healing. The cellular automata method is expected to be effective in representing biological phenomenon.

A Study on the Fundamental Characteristics Analysis of Giant Magnetostrictive Materials (초자기변형소자(Terfenol-D)의 기초특성해석에 관한 연구)

  • Kim, Dong-Hyeon;Lee, Choon-Man
    • Journal of the Korean Society for Precision Engineering
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    • v.28 no.4
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    • pp.398-403
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    • 2011
  • Terfenol-D is one of several magnetostrictive materials with property of converting energy into mechanical motion, and vice versa. Magnetostriction is the property that causes certain ferromagnetic materials to change shape in a magnetic field. Terfenol-D is said to produce giant magnetostriction, strain greater than any other commercially available smart material. In this paper, fundamental characteristics analysis of giant magnetostrictive materials(Terfenol-D) has been investigated. The magnetic field analysis is carried out by using finite element method simulation ANSYS. The results show 223N in force and 9.5T in maximum magnetic flux density and 7.56 $10^6A/m$ in maximum magnetic field intensity 1A current. Through the analysis, basic data of Terfenol-D for the application of mechanical system are obtained.

Microstructure and Mechanical Property of Aluminum Powder Compact by Powder-in Sheath Rolling Method (분말시스압연법에 의해 제조된 알루미늄 분말성형체의 조직 및 기계적 성질)

  • 이성희
    • Journal of Powder Materials
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    • v.9 no.3
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    • pp.153-160
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    • 2002
  • A nitrogen gas atomized aluminum powder was consolidated by powder-in sheath rolling method. A pure aluminum tube with outer diameter of 12 mm and wall thickness of 1mm was used as a sheath. The aluminum tube filled with the aluminum powder, first, was cold-rolled to the thickness of 6mm for performing, and then consolidated by the cold rolling and/or subsequent hot rolling at 360, 460 and $560^{\circ}C$. The aluminum powder compact fabricated by the sheath rolling showed high relative density more than 0.96 at any rolling conditions. The 0.2% proof stress increased with increasing hot rolling reduction and hot rolling temperature. Tensile strength was hardly affected by change in the hot rolling reduction, whereas it decreased with increasing hot rolling temperature. The powder compact showed the large elongation when cold rolling or hot rolling reduction was large. It was found that the sheath rolling was an effective method for consolidation of aluminum powder.

Computer Simulation Analysis on 2nd Order Optical Nonlinearity in Poled Silica Glass (Poling된 실리카 유리의 2차 비선형 광특성에 대한 전산모사 해석)

  • 이승규;유웅현;신동욱;정용재
    • Proceedings of the Optical Society of Korea Conference
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    • 2001.02a
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    • pp.230-231
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    • 2001
  • Silica glass is a core material for optical fiber in optical telecommunications, but its centrosymmetry eliminates the second order nonlinearity. But it is experimentally well known that the space charge polarization induces the Second Harmonic Generation (SHG) when a strong DC voltage is applied to silica glass for a long period time with metal blocking electrodes. In this research, a theoretical calculation of the nonlinear optical property caused by the space charge polarization is performed, and a model of a numerical analysis to predict the small change in nonlinear optical property as functions of time and space is provided.

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Microstructure and Wear Behaviour of Rapidly Solidified Al-20Si-5Fe-zPb(x=2, 4, 6wt.%) Alloys (급속응고 Al-20Si-5Fe-xPb(x=2, 4, 6 wt.%) 합금의 미세조직과 마모거동)

  • 김택수
    • Journal of Powder Materials
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    • v.6 no.1
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    • pp.96-102
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    • 1999
  • The effect of Pb addition on microstructure and wear resistance was studied in rapidly solidified Al-20Si-5Fe-xPb(x=2, 4, 6 wt.%) alloys. The R/S Al-20Si-5Fe-xPb (x=2, 4, 6 wt.%) alloys showed a fine and homogeneous microstructure and an improved wear property compared with Al-20Si-5Fe alloy, while no significant change in UTS (Ultimate Tensile Strength) was shown. Contribution of the dispersoids on the wear property was discussed by showing the plastic deformation layers formed during wear track.

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Effect of Annealing on Microstructural and Mechanical Property Variation of the Oxide-Dispersion-Strengthened Cu alloy (산화물 분산강화 동합금의 열처리에 따른 미세조직 및 기계적 특성 변화)

  • Kim Yong-Suk
    • Journal of Powder Materials
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    • v.13 no.1 s.54
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    • pp.25-32
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    • 2006
  • The alumina dispersion-strengthened (DS) C15715 Cu alloy fabricated by a powder metallurgy route was annealed at temperatures ranging from $800^{\circ}C\;to\;1000^{\circ}C$ in the air and in vacuum. The effect of the annealing on microstructural stability and room-temperature mechanical properties of the alloy was investigated. The microstructure of the cold rolled OS alloy remained stable until the annealing at $900^{\circ}C$ in the air and in vacuum. No recrystallization of original grains occurred, but the dislocation density decreased and newly formed subgrains were observed. The alloy annealed at $1000^{\circ}C$ in the air experienced recrystallization and grain growth took place, however annealing in vacuum at $1000^{\circ}C$ did not cause the microstructural change. The mechanical property of the alloy was changed slightly with the annealing if the microstructure remained stable. However, the strength of the specimen that was recrystallized decreased drastically.

Influence of Pd Concentration and Substrate Temperatures on the Magnetic Property in Permalloy Films (Pd 첨가와 기판온도 변화에 따른 퍼말로이 합금박막의 자기특성변화)

  • 이기영;송오성;윤종승;김경각
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.15 no.9
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    • pp.818-821
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    • 2002
  • We investigated the evolution of magnetic property with varying palladium (Pd) contents and elevating substrate temperatures up to 200 $^{\circ}C$ during dc-sputtering. We observed that saturation magnetization (Ms), remanence and anisotropic magnetoresistance (AMR) ratio decrease with Pd contents in the case of keeping the substrate temperature at 3$0^{\circ}C$. However they increase by adding 2 %Pd, then decrease above 3 %Pd when we keep the substrate temperature at 20$0^{\circ}C$. Coercivity does not change with Pd contents. Our results imply that we may tune the Ms and AMR with Pd contents and substrate temperature in permalloy films.