A fuzzy pulse discriminating system for electrical discharge machining

被引：50
|
作者：
Tarng, YS
Tseng, CM
Chung, LK
机构：
[1] Department of Mechanical Engineering, Natl. Taiwan Institute of Technology, Taipei
来源：
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE | 1997年 / 37卷 / 04期
关键词：
D O I：
10.1016/S0890-6955(96)00033-8
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
In this paper, the use of fuzzy set theory to construct a new pulse discriminator in electrical discharge machining (EDM) is reported. The classification of various discharge pulses in EDM is based on the features of the measured gap voltage and gap current. To obtain optimal classification performance, a machine learning method based on a simulated annealing algorithm is adopted to automatically synthesize the membership functions of the fuzzy pulse discriminator. Experimental results have shown that EDM discharge pulses can be not only correctly but also quickly classified under varying cutting conditions using this approach. (C) 1997 Published by Elsevier Science Ltd.
引用
收藏
页码：511 / 522
页数：12
相关论文
共 50 条
  • [1] Genetic synthesis of a fuzzy pulse discriminator in electrical discharge machining
    Tarng, YS
    Jang, JL
    [J]. JOURNAL OF INTELLIGENT MANUFACTURING, 1996, 7 (04) : 311 - 318
  • [2] Fuzzy inference system for modelling machining parameters in electrical discharge machining
    Rebai, S.
    Belloufi, A.
    Abdelkrim, M.
    Rezgui, I.
    Baci, I.
    Beladjal, B.
    [J]. MODTECH INTERNATIONAL CONFERENCE - MODERN TECHNOLOGIES IN INDUSTRIAL ENGINEERING VI (MODTECH 2018), 2018, 400
  • [3] Development of a New Pulse Discriminating System for Micro Electro Discharge Machining (μEDM)
    Nirala, C. K.
    Gupta, G.
    Agrawal, A.
    Saha, P.
    [J]. ENGINEERING AND MANUFACTURING TECHNOLOGIES, 2014, 541-542 : 430 - 435
  • [4] Model of Pulse Power Generator in Electrical Discharge Machining (EDM) System
    Ade Erawan, Minhat
    Azli, Yahya
    Nor Hisham, Khamis
    Ahmad Saudi, Samosir
    Muhammad Arif, Abdul Rahim
    Trias, Andromeda
    Kartiko, Nugroho
    [J]. MECHANICAL AND MATERIALS ENGINEERING, 2014, 554 : 613 - +
  • [5] Influence of Discharge Current Pulse on Machinability in Electrical Discharge Machining
    Muthuramalingam, T.
    Mohan, B.
    [J]. MATERIALS AND MANUFACTURING PROCESSES, 2013, 28 (04) : 375 - 380
  • [6] Application of Fuzzy Control for Electrical Discharge Machining
    Ye, Hanmin
    Liu, Xiaofei
    [J]. FUZZY SYSTEMS, KNOWLEDGE DISCOVERY AND NATURAL COMPUTATION SYMPOSIUM (FSKDNC 2013), 2013, : 33 - 38
  • [7] Fuzzy logic control system for micro-hole electrical discharge machining
    Kao, Chen-Chun
    Miller, Scott F.
    Shih, Albert J.
    [J]. PROCEEDINGS OF THE ASME INTERNATIONAL CONFERENCE ON MANUFACTURING SCIENCE AND ENGINEERING - 2007, 2007, : 793 - 802
  • [8] PULSE DISCRIMINATION FOR ELECTRICAL DISCHARGE MACHINING WITH ROTATING ELECTRODE
    Tee, Kotler Ter Pey
    Hosseinnezhad, Reza
    Brandt, Milan
    Mo, John
    [J]. MACHINING SCIENCE AND TECHNOLOGY, 2013, 17 (02) : 292 - 311
  • [9] Fuzzy Logic Control of Microhole Electrical Discharge Machining
    Kao, Chen-Chun
    Shih, Albert J.
    Miller, Scott F.
    [J]. JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 2008, 130 (06): : 0645021 - 0645026
  • [10] Fuzzy analysis of surface roughness in electrical discharge machining
    Rodic, Dragan
    Gostimirovic, Marin
    Lakovic, Nikola
    Batinic, Branislav
    Kulundzic, Nenad
    [J]. 2019 ZOOMING INNOVATION IN CONSUMER TECHNOLOGIES CONFERENCE (ZINC), 2019, : 118 - 121
12345