A multilayer perceptron approach to a non-destructive test problem

被引：0
|
作者：
Burrascano, P [1 ]
Cardelli, E [1 ]
Faba, A [1 ]
Fiori, S [1 ]
Massinelli, A [1 ]
机构：
[1] Univ Perugia, Dept Ind Engn, I-06100 Perugia, Italy
来源：
ELECTROMAGNETIC NONDESTRUCTIVE EVALUATION (V) | 2001年 / 21卷
关键词：
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
The aim of this paper is to present a neural-network based solution to a non-destructive test problem, namely the identification of the diameter of a cylindrical defect, on a metallic slab, by means of multi-layer perceptron based modeling of the complex interaction between the metallic slab and the electromagnetic probe. We propose to train a network by means of a consistent data-set obtained by real-world (measured) data, labeled with the defect diameters, and to successively apply the learnt network to the estimation of the dimension of a set of unknown defects.
引用
收藏
页码：75 / 81
页数：3
相关论文
共 50 条
  • [21] NON-DESTRUCTIVE TEST OF TURBINE BLADE BY SANS
    BIANCHI, P
    CARSUGHI, F
    DANGELO, D
    MAGNANI, M
    OLCHINI, A
    RUSTICHELLI, F
    STEFANON, M
    PHYSICA B, 1989, 156 : 688 - 690
  • [22] Non-destructive test of refractory building materials
    Seifert, H.
    Keramische Zeitschrift, 2011, 63 (04) : 269 - 272
  • [23] Non-destructive in situ test for anodic bonding
    Plaza, JA
    Esteve, J
    LoraTamayo, E
    SENSORS AND ACTUATORS A-PHYSICAL, 1997, 60 (1-3) : 176 - 180
  • [24] DEVELOPMENT OF A NON-DESTRUCTIVE TEST FOR CHARCOAL BEDS
    SMITH, ME
    BAILEY, A
    CARBON, 1982, 20 (02) : 138 - 138
  • [25] THERMAL METHODS FOR THE NON-DESTRUCTIVE TESTING OF MULTILAYER STRUCTURES (REVIEW)
    VAVILOV, VP
    GORBUNOV, VI
    SOVIET JOURNAL OF NONDESTRUCTIVE TESTING-USSR, 1981, 17 (04): : 243 - 257
  • [26] A non-destructive deep interface characterization technique for multilayer films
    Gorgoi, M.
    Karis, O.
    Svensson, S.
    Oehrwall, G.
    Andersson, G.
    Marcellini, M.
    Martensson, N.
    Olovsson, W.
    Holmstroem, E.
    Abrikosov, I. A.
    Niklasson, A. M. N.
    Johansson, B.
    Braun, W.
    Bressler, P.
    Schaefers, E.
    Eberhardt, W.
    JOURNAL OF ELECTRON SPECTROSCOPY AND RELATED PHENOMENA, 2007, 156 : LII - LII
  • [27] NON-DESTRUCTIVE APPROACH FOR ANALYZING THE GERMINABILITY OF ACORNS
    BUCUR, V
    MULLER, C
    ULTRASONICS, 1988, 26 (04) : 224 - 228
  • [28] An Approach to Non-Destructive Testing of Aged Polymers
    Moritzer, Elmar
    Huettner, Matthias
    Henning, Bernd
    Webersen, Manuel
    PROCEEDINGS OF PPS-32: THE 32ND INTERNATIONAL CONFERENCE OF THE POLYMER PROCESSING SOCIETY, 2017, 1914
  • [29] ULTRASONIC NON-DESTRUCTIVE BOND EVALUATION - AN ANALYSIS OF THE PROBLEM
    CHASKELIS, HH
    CLARK, AV
    MATERIALS EVALUATION, 1980, 38 (04) : 20 - &
  • [30] Optimizing the Non-Destructive Test Program for a Missile Inventory
    Hunt, Eric E.
    Wester, James A.
    59TH ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM (RAMS), 2013,
12345