• Title/Summary/Keyword: Optimal Machining Condition

Search Result 118, Processing Time 0.028 seconds

Development of an Optimal Cutting Condition Decision System by Neural Network (신경망을 이용한 최적절삭조건부여 시스템 개발)

  • Yang, Min-Yang;Kim, Hyun-Chul;Byun, Cheol-Woong
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.19 no.9
    • /
    • pp.111-117
    • /
    • 2002
  • In most machining companies, operators decide the cutting condition, a pair of spindle speed (5) and table federate (F) by experience and subjective judgment. As cutting conditions are determined by operators' experience and ability, inconsistent cutting conditions are given in same operating conditions. The objective of this study is to develop the cutting condition decision system which utilizes shop data and predicts tool life by neural network and eventually leads to the optimal cutting condition. The production time per piece is considered for an optimization object. We will discuss the process of an optimal cutting condition decision by neural network. By this process, a series of shop data is stored. And neural network is constructed for prediction of tool life and the optimal cutting condition is recommended from a cutting condition decision system using the stored shop data. The results show that the developed system is rational in searching the optimal cutting conditions on job operations.

Micro Electrochemical Machining Characteristics and Shape Memory Effect in Ni-Ti SMA (Ni-Ti SMA의 미세 전해가공특성과 형상기억효과)

  • 김동환;박규열
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.20 no.1
    • /
    • pp.43-49
    • /
    • 2003
  • In this study, micro electrochemical machining method was introduced for accomplishment the fabrication technology of functional parts and smart structures using the Ni-Ti shape memory alloy. From the experimental result, the micro part which has very fine surface could be achieved by use of micro electrochemical process with point electrode method. Concretely, the optimal performance of micro electrochemical process in Ni-Ti SMA was obtained at the condition of approximately 100% of current efficiency and high frequency pulse current. That is, much finer surface integrity and shape memory effect can be obtained at the same condition mentioned above.

A Study on the Evaluation of End Mills for High Speed Machining (고속용 엔드밀의 성능평가에 관한 연구)

  • 이정길;유중학;김문기;국정한
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 2000.11a
    • /
    • pp.833-837
    • /
    • 2000
  • The purpose of this study is an evaluation of end mills to develop appropriate tools for the high speed machining. First of all, several flat end mills which are produced by different makers are selected to analyze the performances of the tools. Experimental works are also executed to measure cutting force, tool wear and surface roughness for different cutting conditions. And then the results are compared and analyzed for developing optimal cutting tool in the high speed condition. Especially, analysis about tool wear is introduced in this research.

  • PDF

Evaluation on Welding Characteristic of Ni-Cu Sheet by Ultrasonic Machining (초음파 가공에 의한 Ni-Cu 박판의 용착 특성 평가)

  • Back, Si-Young;Jang, Sung-Min
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.12 no.3
    • /
    • pp.1070-1077
    • /
    • 2011
  • This paper is studied on the influence of machining conditions on weldability obtained by ultrasonic machining. The weldability estimation of dissimilar Ni-Cu sheets with the optimization of one-wavelength horn is confirmed by the use of ultrasonic machining. The optimal welding condition with tensile test by setting the ultrasonic machining parameters is suggested and the weldability is estimated by SEM observation and EDX-ray analysis. Experimental studies are worked with the measure of tensile strength and the analysis of SEM photograph after the ultrasonic machining of workpiece. Machining parameters of machining time, pressure, and amplitude are also applied to this paper.

A Study on the High Speed Machining of Major Structure in Aircraft (항공기 대형구조물의 고속가공에 관한 연구)

  • Lee, Uoo-Myeong;Kim, Nam-Kyung;Kim, Hae-Ji;Jang, Jeong-Hwan;Yulkok Ltd., Yulkok Ltd.
    • Journal of the Korean Society of Manufacturing Process Engineers
    • /
    • v.11 no.1
    • /
    • pp.119-124
    • /
    • 2012
  • The study on high speed machining was conducted for wing and rib parts of major structure in aircraft in order to investigate a optimal cutting condition and machining method using a high speed machine with 33,000rpm. Preliminary tests, such as high speed cutter test and spindle vibration test of high speed machine, were performed and the high speed machining was conducted in 3times after the preliminary test results were applied to a NC program for manufacturing.

Optimization of Process Parameters for AISI 4340 Steel in Electrical Discharge Machining (AISI 4340강의 방전가공에서 공정변수의 최적화)

  • Choi, Man Sung
    • Journal of the Semiconductor & Display Technology
    • /
    • v.18 no.2
    • /
    • pp.17-22
    • /
    • 2019
  • The method of electrical discharge machining (EDM), one of the processing methods based on non-traditional manufacturing procedures, is gaining increased popularity, since it does not require cutting tools and allows machining involving hard, brittle, thin and complex geometry. This present investigation details the determination of optimum process parameter to attain the better machining performance in EDM of AISI 4340 steel with graphite as a tool electrode. The experimental combinations are planned and analyzed by Taguchi's design of experiments approach. To predict the optimal condition, the experiments are conducted by using Taguchi's L27 orthogonal array. The influence of process variables such as discharge current, pulse on and pulse off time, voltage and spark speed were investigated to control the various desired performance measures such as surface roughness. Analysis of Variance (ANOVA) has to be performed to know the magnitude of each factor. Investigations indicate that the surface roughness is strongly depend on pulsed current.

A Study on the 3-D Form Characteristics of Center Ground Parts (원통연삭 가공물의 3차원 형상특성에 관한 연구)

  • Cho, Jaeil;Kim, Kang
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 1996.11a
    • /
    • pp.95-99
    • /
    • 1996
  • The form accuracy of parts has become an important parameter. Therefore dimensional tolerance and geometric tolerance are used in design to satisfy required quility and functions of parts. But the informations for machining conditions, which can satisfy the assigned geometric tolerance in design, are insufficient. The objectives of this research are to study the effects of the grinding parameters such as traverse speed, work speed, depth of cut, and dwell time on the after-ground workpiece shape, and to find out the major parameters among these parameters. Finally, a methodology is proposed for getting the optimal grinding condition for precision workpiece The results are as follows; The effects of work speed and depth of cut on workpiece shape are ignorable compared to the effect of traverse speed. These is the optimal dwell time depending on the traverse speed. The optimal dwell time is decreasing when the traverse speed is increased.

  • PDF

A Study on the Ultra-precision Machining of National Standard Electrode by the Magnetic-Electrolytic-Abrasive Polishing System (자기전해 가공시스템에 의한 국가 표준원기의 초정밀 표면 가공에 관한연구)

  • 김정두
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
    • /
    • 1996.03a
    • /
    • pp.137-142
    • /
    • 1996
  • Magnetic-electrolytic-abrasive polishing system(MEAPS) was developed for machining national standard electrode and its finishing characteristics was analyzed. The paper describes the operational principle of MEAP system by experimental results. The finishing characteristics and optimal finishing condition for national standard electrodes were experimented and analyzed. As a result, MEAPS can improve straightness as well as surface roughness.

  • PDF

A Study on the Machining of Die Profile Using the CAM System (상용 CAM시스템을 활용한 금형 형상부(CORE/CAVITY)의 가공에 관한 연구)

  • Han, Kyu-Taek
    • Journal of the Korean Society of Manufacturing Process Engineers
    • /
    • v.2 no.1
    • /
    • pp.69-74
    • /
    • 2003
  • The purpose of the present paper is to investigate about the machining of profile (core/cavity) of mold die using the commercial CAM system. Recently the requirement of the light weight and high performance of automobiles has Increased. The weight of the automobile is very important in the viewpoint of the fuel and traveling performance. The optimal design technique, material technique, the process design for parts and specially, die machining technique need to be developed for increasing productivity and reducing production time of the automobile parts. In this study, the effect of machining condition on precision of die profile is investigated by experimental observation and analysis. The results will be reflected for development of the precision die of the automobile.

  • PDF

A Study of Abrasive Flow Machining on EDMed Surfacs of Tool Steel (방전가공된 공구강표면의 연마재 유동가공에 관한 연구)

  • 최재찬;김창호;허관도
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 1996.04a
    • /
    • pp.8-13
    • /
    • 1996
  • A relatively new non-traditional finishing process called Abrasive Flow Machining(AFM) is being used to deburr, polish and radius workpiece or produce compressive residual stresses by flowing an abrasive-laden viscoelastic compound across the surface to be machined. This paper presents the effects of AFM on surfaces of tool steel produced by EDM and W-EDM. Using AFM, white layer produced by EDM is erased almost equally and the amount of metal removal is significantly affected the initally machined surface condition of workpiece. The dimension of workiece is enlarged and its surface roughness is improved as AFM time is increased. The optimal AFM time can be established from the experimental results. It is considered that the grinding method lide AFM is useful to grind complex or slim geometry of workpiece even. Scanning Electron Microscopy(SEM) was used to study the surface characteristics of the workpiece before and after AFM.

  • PDF