• Title/Summary/Keyword: Optimal manufacturing conditions

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Determination of Feed System and Process Conditions for Injection Molding of Automotive Connector Part with Two Warpage Design Characteristics (두 개의 휨 설계특성을 갖는 자동차 커넥터 부품의 사출성형을 위한 피드 시스템 및 공정조건의 결정)

  • Yu, Man-Jun;Park, Jong-Cheon
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.20 no.12
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    • pp.36-43
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    • 2021
  • In this study, the optimal feed system and process conditions that can simultaneously minimize each warpage occurring in the two shape features of the 2P Header HSG, a connector part for automobiles, were determined through injection molding simulation analysis. First, we defined each warping deformation of the two features geometrically and quantified them approximately using the injection molding simulation data. For design optimization, a full factorial experiment was conducted considering the feed system, resin temperature, and packing pressure as design variables, and a follow-up experiment was conducted based on the analysis of the average warpage. In this study, an optimal design was generated considering both the warpage result and resin-saving effect. In the optimal design, the warpages of the two shape features were predicted to be 0.18 and 0.29 mm, and these warpages were found to meet the allowable limit of warpage, which is 0.3 mm, for part assembly.

A study on optimal cutting conditions of MCD or NCD coated ball end-mills for finishing (MCD 및 NCD 코팅 볼 엔드밀의 정삭가공에서의 최적절삭조건에 관한 연구)

  • Jong-Su Kim
    • Design & Manufacturing
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    • v.16 no.4
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    • pp.17-23
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    • 2022
  • Recently, several studies are being conducted to achieve a curvature of 180° or more for the edge of the display glass. The thermocompression molding process is applied to the manufacture of curved glass, and high hardness G5 graphite is used as the mold material to withstand the impact applied to the mold. G5 graphite has high hardness and strong brittleness, which makes tool wear and surface damage easy during machining. Therefore, the demand for diamond-coated tools with good mechanical properties is increasing in the G5 machining field. In this study, the optimal cutting conditions and machinability of a nanodiamond (NCD) coated ball end mill being developed by a tool manufacturer were analyzed and evaluated. For this purpose, the same test was performed on the microdiamond (MCD) coated ball end mill and compared together. In summary, the machinability of MCD and NCD coated tools showed better cutting performance at a cutting speed of 282 m/min, a feed rate of 1,400 mm/min, and a radial depth of cut of 0.08 to 0.1 mm.

Optimal Processing Conditions and Concentrations for Red Pepper Powder and Crushed Garlic in the Manufacture of Squid Todarodes paxificus Sikhae (오징어(Todarodes paxificus) 식해 제조시 고춧가루 및 마늘의 발효최적 첨가량 최적 공정 개발)

  • Kim, So-Ra;Han, Dae-Won;Im, Mi-Jin;Cho, Soon-Yeong
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.45 no.6
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    • pp.640-647
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    • 2012
  • Squid Sikhae is a traditional salt-fermented food in Korea. We evaluated the standardization of optimal processing conditions for desirable quality-controlled squid Sikhae using analyses of physiochemical properties, microbiological species, and organoleptic tests. The optimal fermentation temperature, sun-dried sea salt concentration, and fermentation period for manufacturing squid Sikhae products of the aceeptable quality were $10^{\circ}C$, 4%, and 6 days. In addition, optimal concentrations of the additional ingredients of red pepper powder and crushed garlic for acceptable quality squid Sikhae were both 6%.

Determining Appropriate Production Conditions in Cellular Manufacturing Systems (셀생산(生産)의 효율적(效率的)인 운용(運用)을 위한 시뮤레이션 연구(硏究))

  • Song, Sang-Jae;Choi, Jung-Hee
    • Journal of Korean Institute of Industrial Engineers
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    • v.19 no.2
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    • pp.23-34
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    • 1993
  • Although there are numerous studies that address the problem of optimal machine grouping and part family classification for cellular manufacturing, little research has been reported that studies the conditions where cellular manufacturing is appropriate. This paper, in order to evaluate and compare the job shop with the GT cellular shop, the performance of those shops were simulated by using SIMAN. We tested the effect of independent variables including changes of product demands, intercell flow level, group setup time, processing time variability, variety of material handling systems, and job properties (ratio of processing time and material handling time). And also performance measures (dependent variables), such as machine utilization, mean flow time, average waiting time, and throughput rate, are discussed. Job shop model and GT cellular shop written in SIMAN simulation language were used in this study. These systems have sixteen machines which are aggregated as five machine stations using the macro feature of SIMAN. The results of this research help to better understand the effect of production factors on the performance of cellular manufacturing systems and to identify some of the necessary conditions required to make these systems perform better than traditional job shops. Therefore, this research represents one more step towards the characterization of shops which may benefit from cellular manufacturing.

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Improvement of Cutting Conditions in End-milling Using Deep-layered Neural Networks (심층 신경회로망을 이용한 엔드밀 가공의 절삭 조건 개선)

  • Lee, Sin-Young
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.26 no.4
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    • pp.402-409
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    • 2017
  • Selection of optimal cutting conditions is important for improving productivity and implementing efficient process control in metal machining. In this study, improvement of cutting conditions in machining using end-mills is studied by using deep-layered neural networks, which comprise an input layer, output layer, and two hidden layers. System networks are designed with inputs as cutting conditions, and they output the cutting force. A pseudo-inverse network is designed that has the adjustable cutting condition as output and cutting force and other cutting conditions as input. The combination of the system network and pseudo-inverse network enables selection or improvement of cutting conditions that results in the expected cutting force.

A Study on the Optimal Design of a Robotic Welding System for a High-strength Steel Amor Plate (고장력 장갑판재의 자동용접 시스템 최적 설계에 관한 연구)

  • Kim, Byeong-Ho;Kang, Hyeon-Je;Seo, Jae-Hyun
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.15 no.5
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    • pp.31-38
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    • 2016
  • This study proposes an optimal design for a robotic welding system for a high-strength steel armor plate. In order to identify the welding defect parameters, we analyzed the 4M (man, machine, materials, method) characteristics diagram, as well as a cause and effect matrix, to improve the productivity and quality of welding defects. From these analyses, we designed optimal welding conditions and carried out welding tests -- such as mechanical testing and macro structure tests - with positive results. We determined that it was possible to obtain a quality similar to manual welding with our robotic welding system. In the future, we expect that the system will be used as inspiration for future welding system designs.

Structural Weld Strength Analysis on Door Hinge of Field Artillery Ammunition Support Vehicle (자주포용 탄약 운반 궤도차량 도어힌지 용접부 구조강도 해석)

  • Kang, Hyeon-Je;Kim, Byeong-Ho;Kim, Byung-Hyun;Seo, Jae-Hyun
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.15 no.3
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    • pp.58-65
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    • 2016
  • This study analyzed the structural weld strength for a door hinge for a field artillery ammunition support vehicle. In order to determine the optimal conditions, we measured the modal analysis and analyzed the leg length of a rear door hinge. From these methods, we acquired the vibration frequency of normal mode and the optimal welding leg length conditions. It was possible to obtain a structural stability for a rear door hinge of the field artillery ammunition support vehicle. In the future, this should be used as a reference source for the weld strength analysis of high vibration and high weight structures for another welding system design.

Study on Dressing Conditions for Creep-feed in Cubic Boron Nitride Grinding of OrthoMTA Compacters (OrthoMTA 컴팩터의 크리프피드 CBN 연삭을 위한 드레싱 조건 연구)

  • Maeng, Heeyoung;Baek, Eun-Pyo
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.23 no.1
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    • pp.69-74
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    • 2014
  • An OrthoMTA compacter is made by machining a Ni-Ti alloy wire using tapered helix creep-feed grinding machines. This aim of this study is to find the optimal dressing conditions to sharpen the corner of a cubic boron nitride (CBN) wheel. On the basis of the results of various experiments, it is verified that the most important factors in dressing are the dressing depth and feeding method, whereas the feed rate has less importance for producing a smaller corner R value. The study also finds the optimum dressing depth to reduce the dressing time, a feeding speed and method to stabilize the machining, and the mesh grade for the CBN wheel to make the groove of the compacter deeper.

Development of laser process for stencil manufacturing (스텐실 제작용 레이저 공정기술 개발)

  • 신동식;이영문;이제훈
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1997.10a
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    • pp.989-992
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    • 1997
  • The objective of this study is to develop stencil cutting process and determine optimal conditions which make good-quality stencil by using a Nd:YAG laser. The effects of process parameters such as laser power, type of mask, gas pressure, cutting speed and pulse width on the cut edge quality were investigated. In order to analyze the cut surface characteristics(roughness, kerf width, dross) optical microscopy, SEM photography and roughness test were used. A a results, the optimal conditions of process parameters were determined, and the practical feasibility of the proposed system is also examined by using a commercial gerber file for PCB stencil manufacturing.

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Approximate Multi-Objective Optimization of Stiffener of Steel Structure Considering Strength Design Conditions (강도조건을 고려한 강구조물 보강재의 다목적 근사최적설계)

  • Jeon, Eungi;Lee, Jongsoo
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.24 no.2
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    • pp.192-197
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    • 2015
  • In many fields, the importance of reducing weight is increasing. A product should be designed such that it is profitable, by lowering costs and exhibiting better performance than other similar products. In this study, the mass and deflection of steel structures have to be reduced as objective functions under constraint conditions. To reduce computational analysis time, central composite design(CCD) and D-Optimal are used in design of experiments(DOE). The accuracy of approximate models is evaluated using the $R^2$ value. In this study, the objective functions are multiple, so the non-dominant sorting genetic algorithm(NSGA-II), which is highly efficient, is used for such a problem. In order to verify the validity of Pareto solutions, CAE results and Pareto solutions are compared.