Fuzzy Simulation System for Finding Optimal Current Densities in the Electron Beam of a Forevacuum Plasma Source

被引：0
|
作者：
Hodashinsky, Ilya [1 ]
Sarin, Konstantin [1 ]
Medovnik, Alexandr [1 ]
Zykov, Dmitry [1 ]
机构：
[1] Tomsk State Univ Control Syst & Radioelect, 40 Lenina Ave, Tomsk 634050, Russia
来源：
PROSPECTS OF FUNDAMENTAL SCIENCES DEVELOPMENT (PFSD-2016) | 2016年 / 1772卷
关键词：
ARC-DISCHARGE; BEHAVIOR;
D O I：
10.1063/1.4964585
中图分类号：
O4 [物理学];
学科分类号：
0702 ;
摘要：
This paper describes the two-stage construction of a fuzzy simulation system for finding optimal current densities in the electron beam of a forevacuum plasma source. The first stage consists in solving a direct problem of constructing a fuzzy model describing the dependence of the current density on the parameters of the plasma source. The second stage consists in solving an inverse problem of finding the parameters of the plasma source taking into account the variations in the current density along the cross section of the electron beam. The simulation is carried out based on the Takagi-Sugeno (TS) fuzzy system constructed using the piecewise linear initialization (PLI) method, cuckoo search (CS) algorithm, and recursive least squares (RLS) method.
引用
收藏
页数：7
相关论文
共 50 条
  • [21] A forevacuum plasma source of pulsed electron beams
    Yushkov, Yu G.
    Burdovitsin, V. A.
    Medovnik, A. V.
    Oks, E. M.
    INSTRUMENTS AND EXPERIMENTAL TECHNIQUES, 2011, 54 (02) : 226 - 229
  • [22] Homogeneous emission plasma generation in a discharge system with the extended hollow cathode for a forevacuum plasma source of a ribbon electron beam
    Klimov, S.
    Zenin, A.A.
    Oks, E.M.
    Applied Physics, 2018, 2018-January (02): : 29 - 35
  • [23] Powerful electron beam transport from a plasma-cathode electron source at forevacuum pressure
    Zenin, A. A.
    Bakeev, I. Yu
    Klimov, A. S.
    Oks, E. M.
    PLASMA SOURCES SCIENCE & TECHNOLOGY, 2021, 30 (03):
  • [24] Plasma formation near the beam collector of a forevacuum-pressure plasma-cathode electron beam source
    Zolotukhin, D. B.
    Burdovitsin, V. A.
    Oks, E. M.
    PHYSICS OF PLASMAS, 2020, 27 (11)
  • [25] Plasma electron source for the generation of wide-aperture pulsed beam at forevacuum pressures
    Oks, E.
    Burdovitsin, V.
    Medovnik, A.
    Yushkov, Yu.
    REVIEW OF SCIENTIFIC INSTRUMENTS, 2013, 84 (02):
  • [26] A plasma-cathode electron source for ribbon-beam generation at forevacuum pressures
    Burdovitsin, VA
    Burachevskii, YA
    Oks, EM
    Fedorov, MV
    INSTRUMENTS AND EXPERIMENTAL TECHNIQUES, 2003, 46 (02) : 257 - 259
  • [27] A Plasma-Cathode Electron Source for Ribbon-Beam Generation at Forevacuum Pressures
    V. A. Burdovitsin
    Yu. A. Burachevskii
    E. M. Oks
    M. V. Fedorov
    Instruments and Experimental Techniques, 2003, 46 : 257 - 259
  • [28] ELECTRON BEAM TREATMENT OF DIELECTRICS BY FOREVACUUM PLASMA ELECTRON SOURCES
    Oks, Efim M.
    2017 IEEE INTERNATIONAL CONFERENCE ON PLASMA SCIENCE (ICOPS), 2017,
  • [29] Localization of plasma in the extended hollow cathode of a ribbon-electron-beam plasma source at forevacuum pressures
    Klimov A.C.
    Burdovitsyn V.A.
    Oks E.M.
    Russian Physics Journal, 2007, 50 (6) : 521 - 527
  • [30] Discharge in a long metal tube with an electron beam generated by a forevacuum plasma-cathode electron source
    Burdovitsin, V. A.
    Karpov, K. I.
    Bakeev, I. Yu.
    Oks, E. M.
    PHYSICS OF PLASMAS, 2022, 29 (09)
12345