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"실험계획법"

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"실험계획법"

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Effect of Cross Section of Glass Fiber and Injection Conditions on the Warpage and Gloss in GFRP Injection Molding
Il Yong Han, 박성현 , Min Soo Cheong, Tae Kyun Kim, Dong Sam Park
J. Korean Soc. Precis. Eng. 2023;40(2):123-130.
Published online February 1, 2023
DOI: https://doi.org/10.7736/JKSPE.022.127
SFT, which has a high glass fiber content, is one of the effective methods to replace metal and secure weight reduction and price competitiveness. Also, paintless injection molding in which a functional pattern is applied to the mold surface can eliminate the cost of painting. In this study, three types of SFTs were manufactured by adding round glass fibers measuring Φ7 and Φ10 μm and flat glass fiber measuring 27 × 10 μm for the experiment. DOE (Design of Experiment) was conducted to confirm the change in the warpage of the product and the gloss of the micro pattern due to the cross-sectional shape of glass fibers and the major injection conditions. Based on the results, it was identified that the flat SFT had a very small warpage compared to the round SFTs, and the holding pressure was the main factor in the warpage of all three SFTs. The Φ7 μm SFT had the largest gloss value, and the Φ10 μm SFT and the flat SFT had similar average values. All SFTs demonstrated an enormous change in gloss according to the change in mold temperature. The flat SFT had the smallest standard deviation in both warpage and gloss.
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Optimal Design of Microwave Shielding Door by Using of Design of Experiments
Ka Hee Lee, Kwang Kim
J. Korean Soc. Precis. Eng. 2023;40(1):13-19.
Published online January 1, 2023
DOI: https://doi.org/10.7736/JKSPE.022.104
In the heating and drying system using microwaves, an optimal design method was presented to effectively shield microwaves leakage between the door and the cylindrical applicator. In order to protect the human body from leaking microwaves, it is necessary to keep the intensity of microwaves below 5 mW/cm². The door part adopts a choke structure and includes a number of design factors, such as, fin shape, slit shape, and a gap between the applicator and the door. The geometry was optimized by design of experiments, applying full factorial design and response surface method in a 4-factor, 2-level design. The results obtained by ANSYS HFSS analysis were applied to the intensity of microwave leakage according to the change of the design factors. The shape of the choke structure was optimized using Minitab, a statistical program. The microwave heating and drying system was manufactured based on optimal design value and the leakage of microwaves between the door and the applicator was measured. We confirmed that the experimental values were consistent with the simulation values.
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Effect of Cross Section of Glass Fiber and Injection Conditions on the Tensile Strength in GFRP Injection Molding
Il Yong Han, Sung Hyun Park, Min Soo Cheong, Tae Kyun Kim, Dong Sam Park
J. Korean Soc. Precis. Eng. 2022;39(12):947-954.
Published online December 1, 2022
DOI: https://doi.org/10.7736/JKSPE.022.109
SFT, which has a high glass fiber content, is one of the effective methods to replace metal and secure weight reduction and price competitiveness. This study evaluated the effect of glass fiber shape on mechanical properties in injection molding by fabricating SFT with a glass fiber content of 60%. Three types of SFTs were manufactured by adding round glass fibers of Φ7 μm and Φ10 μm and flat glass fibers of 27 × 10 μm. DOE (Design of Experiment) conducts to confirm the change in tensile strength due to changes in significant injection conditions. As a result of the experiment, Φ7 μm SFT and flat SFT have similar tensile strength and Φ10 μm SFT showed the lowest tensile strength value. As for the standard deviation of strength value, the Φ7 μm SFT had the largest standard deviation, and the Φ10 μm SFT showed the slightest change in the injection conditions. In flat SFT, it confirms that the tensile strength increased as the molding temperature increased. The fracture surface observes using SEM. It founds that the tensile strength lowers due to the small glass fiber density and many pullouts at the fracture surface of Φ10 μm with weak strength.

Citations

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  • Enhancing Adhesive Strength between Metal and Plastic in Smartphone Applications
    Moon-Soo Kim, Jin-Hyung Park, kang-Suk Choi, Seon-Mi Park, Seong-Dae Choi
    Journal of the Korean Society of Manufacturing Process Engineers.2025; 24(9): 82.     CrossRef
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Optimal Design of 50 ton Hydraulic Breaker Housing
Jai Hak Lee, Dong Ju Lee, Jun Young Choi
J. Korean Soc. Precis. Eng. 2022;39(4):269-275.
Published online April 1, 2022
DOI: https://doi.org/10.7736/JKSPE.021.105
An optimal design was developed for housing of a 50-ton hydraulic breaker. A four-factor, two-level design was created using the full factorial design, and it was confirmed that the safety factor, the response value, exhibited a curvature. As the curvature was confirmed, a higher-order experiment, a response surface analysis was performed. Based on the Minitab"s optimized prediction of the safety factor and weight, the actual analysis was performed using ANSYS Workbench, the finite element analysis program. As a result, the safety factor was 2.03 and the weight was 3222.2 kg, which was almost consistent with the Minitab’s prediction. The safety factor decreased from 2.33 to 2.03 compared to that in the initial model, but the optimization model can also be judged as being safe because the safety factor was set to 2.00. The weight was reduced by 119.1 kg, from 3341.3 to 3222.2 kg.
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Size Optimization for Performance Improvement of Plain Fins in Heat Exchanger of Thermo-Electric Power System
Ga Eun Kim, Hyung Joon Park, Seung Ho Han
J. Korean Soc. Precis. Eng. 2021;38(1):77-84.
Published online January 1, 2021
DOI: https://doi.org/10.7736/JKSPE.020.084
As global warming is rapidly emerging as one of the inherently global issues, one of the renewable energies, i.e. thermo-electric generation, has received attention. In order to increase the efficiency of thermo-electric generation, a maximum temperature difference in plain fins in a heat exchanger is needed, and an appropriate pressure drop is required to ensure stable flow of high temperature fluid. In the present study, the characteristics of the temperature difference and pressure difference for the 2 kW-class thermo-electric generator installed in exhaust pipes of a cogeneration plant were investigated numerically via thermal fluid analysis using ANSYS CFX. Then, size optimization for plain fins of a heat exchanger was carried out using SAS JMP, in which the temperature difference was maximized while meeting the requirement of a given pressure drop condition. A meta-model was generated by using the response surface model, and individual desirability functions were defined to derive the optimal solution that provided the maximal overall desirability function. The result obtained by size optimization showed that the temperature difference of the optimized plain fins of a heat exchanger increased by approximately 27% in comparison with the original model under the given pressure drop condition.
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Optimal Design of Boom for Telescopic Boom Type Forklift Truck
Jai Hak Lee, Kang Su Kim
J. Korean Soc. Precis. Eng. 2020;37(6):457-464.
Published online June 1, 2020
DOI: https://doi.org/10.7736/JKSPE.020.004
In this paper, the boom structure of a telescopic boom-type forklift truck was analyzed using ANSYS, a finite element analysis program. As a result, 494.22 MPa exceeded 456.08 MPa, allowable stress of the material, in the second boom. Thus, structural analysis was performed by reinforcing the thickness of the boom and stress was reduced. The experiment was conducted by selecting four factors of the thickness of the boom T1, T2, T3, and T4. Through response surface analysis, the curvature of the factors for stress was confirmed, and T1 was the most influential factor. Through regression equations from the variance analysis of each response, response maximization was performed to optimize mass and stress. As a result, 467.65 MPa was predicted. This exceeded allowable stress of 456.08 MPa. To obtain the result that does not exceed allowable stress, the mass was fixed at 118 kg, the initial value, and multiple response optimization was performed to limit target value and minimize stress. As a result, 432.96 MPa was expected to occur, and structural analysis resulted in 428.87 MPa stress demonstrating 13.22% reduction of stress compared to the existing model, and it is safe because allowable stress was less than 456.08 MPa.

Citations

Citations to this article as recorded by  Crossref logo
  • Design and fabrication of a device for cleaning greenhouse roofs
    Ahmed Amin, Xiaochan Wang, Zhao Lianyuan, Yinyan Shi, Ren Xiaoyan, Mahmoud Okasha, Reda Hassanien Emam Hassanien
    Heliyon.2025; 11(2): e41991.     CrossRef
  • Active Closed-Loop Transfer Learning-Based Surrogate Models for Telescopic Boom Forklift Optimization
    Jingliang Lin, Haiyan Li, Yunbao Huang, Guiming Liang, Sheng Zhou, Zeying Huang
    IEEE Access.2024; 12: 112517.     CrossRef
  • Telescopic forklift selection through a novel interval-valued Fermatean fuzzy PIPRECIA–WISP approach
    Ömer Faruk Görçün, Alptekin Ulutaş, Ayşe Topal, Fatih Ecer
    Expert Systems with Applications.2024; 255: 124674.     CrossRef
  • Multi-Objective Surrogate Modeling Through Transfer Learning for Telescopic Boom Forklift
    Jingliang Lin, Haiyan Li, Yunbao Huang, Junjie Liang, Sheng Zhou, Zeying Huang, Guiming Liang
    IEEE Access.2023; 11: 11629.     CrossRef
  • Optimal Design of 50 ton Hydraulic Breaker Housing
    Jai Hak Lee, Dong Ju Lee, Jun Young Choi
    Journal of the Korean Society for Precision Engineering.2022; 39(4): 269.     CrossRef
  • On-Line Model Predictive Control for Energy Efficiency in Data Center
    Min Sik Chu, Hyun Ah Kim, Kyu Jong Lee, Ji Hoon Kang
    Journal of the Korean Society for Precision Engineering.2021; 38(12): 943.     CrossRef
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Topology and Multi-Objective Structural Optimization of Frame Structure for a Mechanical Press with Capacity of 300 Ton
Han Sol Kim, Seok Il Kim
J. Korean Soc. Precis. Eng. 2019;36(3):247-253.
Published online March 1, 2019
DOI: https://doi.org/10.7736/KSPE.2019.36.3.247
To secure the precision forming capability of a press while reducing its production and transport costs, the development of stiff and lightweight frame is important. In this study, the topology and multi-objective structural optimization problem of a frame structure was introduced with an effort to develop highly stiff and lightweight frame for a mechanical press with 300 ton capacity. First, a design space model was constructed to derive a new frame structure different from the existing one for topology optimization. Using the design of experiments and the structural analysis model of the frame structure improved based on the topology optimization result, the multi-objective optimization problem was established with loop stiffness and mass of frame as objectives and the steel plate thickness as design variable. The review on Pareto optimum solutions of the multi-objective optimization problem revealed the fact that this optimization method could significantly contribute to the high stiffness and lightweight frame structure for a mechanical press.

Citations

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  • An high efficient structural design method integrated simulation-optimization-verification for improving stiffness of large heavy-duty press frames
    Rui Wang, Zhili Hu, Meng Ma
    Journal of Mechanical Science and Technology.2025; 39(3): 1191.     CrossRef
  • Simulation Analysis and Key Performance Index for Experimental Verification of a New Type of Press Transmission Mechanism
    Yanzhong He, Xiang Luo, Xingsong Wang
    Machines.2024; 12(7): 452.     CrossRef
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Shape Optimization of a Link of the Knuckle Crane
Tae Hwa Song, Jai Hak Lee
J. Korean Soc. Precis. Eng. 2019;36(1):59-65.
Published online January 1, 2019
DOI: https://doi.org/10.7736/KSPE.2019.36.1.59
Due to urbanization, it is difficult to secure a large knuckle crane workspace. To solve this problem, we developed a small knuckle crane combined with a one-ton truck. In this study, the safety of small knuckle cranes is evaluated through Finite Element Analysis. Shape optimization was performed using the Design of Experiment for parts speculated to have failed from fatigue. As a result, maximum equivalent stress of a plate in link speculated to have failed from fatigue was reduced by approximately 84.2%.

Citations

Citations to this article as recorded by  Crossref logo
  • Optimal Design of 50 ton Hydraulic Breaker Housing
    Jai Hak Lee, Dong Ju Lee, Jun Young Choi
    Journal of the Korean Society for Precision Engineering.2022; 39(4): 269.     CrossRef
  • 34 View
  • 0 Download
  • Crossref
Optimal Design of Boom Joint for 2.5 Ton Class Aerial Lift Truck
Jung Min Hong, Jai Hak Lee
J. Korean Soc. Precis. Eng. 2018;35(8):769-775.
Published online August 1, 2018
DOI: https://doi.org/10.7736/KSPE.2018.35.8.769
Due to urbanization, parameters such as large size and height constrain the workspace of aerial lift truck. An aerial lift truck with reduced height was developed to decrease the telescopic boom. Based on FEM Analysis, the failure was localized to the shaft of the boom joint. Shape optimization was performed using the Design of Experiment based on three design factors. As a result, the maximum equivalent stress of boom joint was reduced by about 32.33%.

Citations

Citations to this article as recorded by  Crossref logo
  • Optimal Design of 50 ton Hydraulic Breaker Housing
    Jai Hak Lee, Dong Ju Lee, Jun Young Choi
    Journal of the Korean Society for Precision Engineering.2022; 39(4): 269.     CrossRef
  • A Study on Structural Analysis for Stability Evaluation According to Design Parameters of a Fire Ladder Vehicle
    Hoon Jung, Cheol-Jung Kim, Hong-Gun Kim
    Journal of the Korean Society of Manufacturing Process Engineers.2020; 19(8): 64.     CrossRef
  • Optimal Design of Boom for Telescopic Boom Type Forklift Truck
    Jai Hak Lee, Kang Su Kim
    Journal of the Korean Society for Precision Engineering.2020; 37(6): 457.     CrossRef
  • 41 View
  • 1 Download
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Effect of Protection Design Parameters on Mine Blast Impact Characteristics
Chanyoung Park, Chongdu Cho
J. Korean Soc. Precis. Eng. 2018;35(5):521-529.
Published online May 1, 2018
DOI: https://doi.org/10.7736/KSPE.2018.35.5.521
While designing an armored vehicle platform, survivability is the most important capability and so protection design should be performed. In particular, mine protection design should be preferentially considered in a way that can reduce mass casualties. In this study, a simplified model, the main design parameters and their levels were defined, and then mine blast simulations were performed to obtain an effective protection design procedure. Before performing the main simulation, an experiment and simulation for a simple armor plate were performed and compared in order to certify the reliability of the numerical model. Afterwards, simulation cases, which were based on the reasonable numerical model, were defined by the DOE (Design of Experiment). An evaluation of the simulation results was carried out through both the contour and in a statistical manner, via a main effect analysis and ANOVA (Analysis of Variance). Finally, the impact characteristics of a protection parameters under the mine blast were estimated.

Citations

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  • The Study on the Mine Protective Structural Design of Wheeled Armored Vehicle Body
    Chan Young Park, Kyoung Hoon Lee
    Journal of the Korean Society for Precision Engineering.2019; 36(3): 255.     CrossRef
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Shape Optimization of a Hydraulic Crane Boom
Jae Hyoung Lee, Tae Hwa Song, Jai Hak Lee
J. Korean Soc. Precis. Eng. 2018;35(4):427-432.
Published online April 1, 2018
DOI: https://doi.org/10.7736/KSPE.2018.35.4.427
Due to the characteristics of domestic mountainous terrain, the tunnels are increasing. Therefore, an increased budget and more advanced equipment are required to maintain the tunnels cleanliness. As a study on shape optimization using the design of experiment, this paper assessed the design parameters affecting the maximum stress of an articulated hydraulic crane boom. As a result, the maximum stress of an optimized boom was 223.94 MPa at optimal factors. It showed an accuracy of 99.38% compared with the finite element analysis.

Citations

Citations to this article as recorded by  Crossref logo
  • Optimal Design of 50 ton Hydraulic Breaker Housing
    Jai Hak Lee, Dong Ju Lee, Jun Young Choi
    Journal of the Korean Society for Precision Engineering.2022; 39(4): 269.     CrossRef
  • Customized Non-uniform Discrete Variables Coordinated Optimization Coupling Nonlinear Mechanical Analysis on Complex Truss Structure
    Yi-xiao Qin, Zhi-qiang Zhang, Jin-peng Gu, Qian-qian Jiao, Zhen-shan Guo, Yang-yang Zhang, Feng Wang, Hao Zhang
    Iranian Journal of Science and Technology, Transactions of Mechanical Engineering.2022; 46(3): 617.     CrossRef
  • 44 View
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Design of a Cover Locking Mechanism with a Miniature Solenoid
Sung Gyu Koh, Kwon Hee Kim
J. Korean Soc. Precis. Eng. 2017;34(11):807-812.
Published online November 1, 2017
DOI: https://doi.org/10.7736/KSPE.2017.34.11.807
In this investigation, a locking mechanism was proposed for electronic products that have battery covers. The exterior design of electronic products has been advanced with diversified materials including polymers and metals. Unlike polymers such as polycarbonate, metals are not easily deformed. Therefore, products with a metallic exterior have an added button to release the battery cover, which limits the quality of the exterior design. In this study, a new design without a release button that included a miniature solenoid inside the product was proposed. The Taguchi method was used to maximize the attraction force of the solenoid while, at the same time, minimizing its dimensions.

Citations

Citations to this article as recorded by  Crossref logo
  • Design and optimization of a novel solenoid with high magnetic uniformity
    Xuehua Zhu, Meng Xing, Juntao Ye, Xinyu Liu, Ziruo Ren
    Scientific Reports.2024;[Epub]     CrossRef
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A Study on Development of Three-Dimensional Chocolate Printer
Kyu Eon Kim, Keun Park, Chibum Lee
J. Korean Soc. Precis. Eng. 2017;34(4):293-298.
Published online April 1, 2017
DOI: https://doi.org/10.7736/KSPE.2017.34.4.293
In this study, we developed a 3D chocolate printer and studied the conditions needed for chocolate printing. Because chocolate is a mixture of cocoa mass, cocoa butter and sugar particles, its properties vary with temperature, and care is required in melting and extrusion. A chocolate supply unit is composed of a heating block and a syringe pump. It is integrated with a 3-axis linear robot. In order to be more accurate than the existing 3D chocolate printer is, the system was configured so that the printing line width became 430 μm. Printing performance was studied according to various parameters. The condition needed for printing lines with a stable width was discovered by the experimental design method and has been confirmed by a 2D line test. These 3D printing experiments showed that it was possible to build a 3D shape with an inclination angle of up to 45° without support. Further, chocolate printing of a 3D shape has been successfully verified with the developed system.

Citations

Citations to this article as recorded by  Crossref logo
  • Comparison of deep learning models for 3D food printing monitoring system
    Eunji Ju, Jaehwi Seol, Sarang Kim, Sol Kim, Soo-Jung Kim, Hyoung Il Son
    Journal of Food Engineering.2026; 409: 112903.     CrossRef
  • Quality Characteristics of Jujube Brownie with Jujube Paste
    Hyeon Sook Lim, Mi Ra Choi, Su In Kim, Gyung Hee Cha
    Journal of the East Asian Society of Dietary Life.2021; 31(3): 191.     CrossRef
  • Development of a Material Mixing Extrusion Type Chocolate 3D Printer
    MinSoo Park, HyungJik Jeong, JaeHyuek Moon, JungMuk Lim
    Journal of the Korean Society for Precision Engineering.2021; 38(2): 145.     CrossRef
  • Ceramic Direct Rapid Tooling with FDM 3D Printing Technology
    Geun-Sik Shin, Hyun-Kyu Kweon, Yong-Goo Kang, Won-Taek Oh
    Journal of the Korean Society of Manufacturing Process Engineers.2019; 18(7): 83.     CrossRef
  • Thermal-Structural Coupled Numerical Analysis for Design of High-Temperature Extruder of FDM 3D Printers
    Da-Yeon Shin, Hyun-Joong Lee, Chang-Whan Lee, Keun Park
    Journal of the Korean Society for Precision Engineering.2018; 35(3): 341.     CrossRef
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A Study on Improved Drill Shape for Efficient Drilling of Inconel 718 Using the Design of Experiment
Do Hyeog Kim, Ki Bum Park, Young Tae Cho, Yoon Gyo Jung
J. Korean Soc. Precis. Eng. 2017;34(3):161-166.
Published online March 1, 2017
DOI: https://doi.org/10.7736/KSPE.2017.34.3.161
Inconel 718, a typical ultraheat-resistant alloy, is recognized as a useful component in aircraft parts owing to its high-temperature strength and good chemical stability. Although many studies have been conducted to determine the proper drill shape to overcome the poor machinability when drilling into Inconel 718, most have involved a cutting process program known as AdvantEdge, as an experimental approach requires much time and money. In this study, our purpose is to optimize the drill shape for efficient drilling by conducting a trust force and temperature analysis using AdvantEdge. In order to achieve this purpose, the reliability of the results of the analysis was verified and by applying design of experiment an analysis of the geometric parameters of the drill shape considering the thrust force and temperature was conducted.

Citations

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  • Analysis of Cutting Force and Plastic Deformation Occurring During Machining of Ti-6Al-4V Alloy Aircraft Parts
    Hwi Jun Son, Seok Kim, Ki-Beom Park, Hyoun Chul Jung, Young Tae Cho
    Journal of the Korean Society of Manufacturing Process Engineers.2022; 21(8): 25.     CrossRef
  • Cutting Characteristics and Deformation Analysis for Chord and Side Fitting Parts in an Aircraft Bulkhead
    Do Hyeog Kim, Yoon Gyo Jung, Yong-Seon Mo, Young Tae Cho
    Journal of the Korean Society of Manufacturing Technology Engineers.2020; 29(1): 74.     CrossRef
  • Study on Deformation Analysis of Holes during Drilling of Aircraft Engine Compressor Cases
    Ki-Beom Park, Young-Tae Cho, Yoon-Gyo Jung
    Journal of the Korean Society of Manufacturing Process Engineers.2018; 17(3): 65.     CrossRef
  • A Study on the Productivity Improvement of Inconel 718 Material Using Cutting Force Control Program
    Seung-Heon Lee, Hwang-Jin Son, Young-Tae Cho, Yoon-Gyo Jung
    Journal of the Korean Society of Manufacturing Process Engineers.2017; 16(6): 41.     CrossRef
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