Microstructure of APS alumina-titania coatings analysed using artificial neural network

被引：49
作者：
Guessasma, S [1 ]
Coddet, C [1 ]
机构：
[1] UTBM, LERMPS, F-90010 Belfort, France
来源：
ACTA MATERIALIA | 2004年 / 52卷 / 17期
关键词：
artificial neural network; coating; plasma spraying; ceramics; microstructure;
D O I：
10.1016/j.actamat.2004.07.022
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
An artificial neural network (ANN) methodology is developed to analyse and predict microstructure features of alumina-13 wt.% titania coating. Implementation of ANN is detailed in the case of atmospheric plasma spray process parameters, which are related to alumina, titania, porosity and unmolten particle contents. (C) 2004 Acta Materialia Inc. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码：5157 / 5164
页数：8
相关论文
共 33 条
[1]   Co-spraying of alumina-titania: correlation of coating composition and properties with particle behaviour in the plasma jet [J].
Ananthapadmanabhan, PV ;
Thiyagarajan, TK ;
Sreekumar, KP ;
Satpute, RU ;
Venkatramani, N ;
Ramachandran, K .
SURFACE & COATINGS TECHNOLOGY, 2003, 168 (2-3) :231-240
[2]  
CHEN SL, 1992, P INT THERM SPRAY C, P51
[3]  
Chraska P, 1998, THERMAL SPRAY, VOLS 1 AND 2, P1299
[4]  
DORING JE, 2002, P INT THERM SPRAY C, P440
[5]  
FAUCHAINS P, 1987, PLASMA TECHNOLOGY ME, P11
[6]   PLASMA SPRAYING OF CERAMIC PARTICLES IN ARGON-HYDROGEN DC PLASMA JETS - MODELING AND MEASUREMENTS OF PARTICLES IN FLIGHT CORRELATION WITH THERMO-PHYSICAL PROPERTIES OF SPRAYED LAYERS [J].
FAUCHAIS, P ;
VARDELLE, M ;
VARDELLE, A ;
COUDERT, JF .
METALLURGICAL TRANSACTIONS B-PROCESS METALLURGY, 1989, 20 (02) :263-276
[7]   PLASMA SPRAYING - PRESENT AND FUTURE [J].
FAUCHAIS, P ;
VARDELLE, M .
PURE AND APPLIED CHEMISTRY, 1994, 66 (06) :1247-1258
[8]  
Fisher I. A., 1972, International Metallurgical Reviews, V17, P117
[9]   Influence of particle in-flight characteristics on the microstructure of atmospheric plasma sprayed yttria stabilized ZrO2 [J].
Friis, M ;
Persson, C ;
Wigren, J .
SURFACE & COATINGS TECHNOLOGY, 2001, 141 (2-3) :115-127
[10]   Development and implementation of plasma sprayed nanostructured ceramic coatings [J].
Gell, M ;
Jordan, EH ;
Sohn, YH ;
Goberman, D ;
Shaw, L ;
Xiao, TD .
SURFACE & COATINGS TECHNOLOGY, 2001, 146 :48-54
1234