Global Nuclear Safety
National Research Nuclear University "MEPhI"
online version: ISSN 2499-9733
print version: ISSN 2305-414Х
2015-4(17)
Design, manufacturing and commissioning of nuclear industry equipment
| Article Name | The Cluster Analysis of Electrode Node Motion Track in Computer Simulator |
|---|---|
| Authors | V.A. Tolstov, V.V. Krivin, I.O. Ishigov, N.A. Kravtsova |
| Address | Volgodonsk Engineering Technical Institute the branch of National Research Nuclear University «MEPhI», |
| Abstract | The analysis of electrode node motion track moving over joint is not the simple task. This analysis is similar to pattern recognition solving by artificial neural networks. The article deals with usage of neural network for identifying motion track properties. This is the first time of solving this task by collaborated feed-forward network and self-organizing map of T. Kohonen. The method is developing and gives opportunity to construct the automatic system for welder’s motion skills examination. |
| Keywords | welding, training system, neural network, self-organizing map |
| Language | Russian |
| References | [1] Tudvasev V.A. Ruchnaya dugovaya svarka [The manual arc welding]. Tekhnika i priyomy svarki [The welding skills and technics]. Prakticheskoe posobie dlya svarschikov [Practice manual for welders]. Kniga 2 [Part 2]. Rostov-na-Donu [Rostov-on-Don]. Pub. Rostizdat [Rostizdat], 2012, 216 p. (in Russian) [2] Berezovskiy B.M. Matematicheskie modeli dugovoy svarki [The mathematical models of arc welding]. Tom 2 [Vol. 2]. Matematicheskoe modelirovanie i optimizatsiya formirovaniya razlichnykh tipov svarnykh shvov [The mathematical modeling and form optimization of welding joints of different types]. Chelyabinsk [Chelyabinsk]. Pub. YUrGU [YUrGU], 2003, 601 p (in Russian) [3] Krivin V.V., Ishigov I.O., Tolstov V.A., Tyamalov A.A., Simakova N.A. Ispolzovaniye ustroistva koordinatnogo slezheniya Trackir dlya izmereniya koordinat electroda v multimediynom trenazhore srarschika RDS [The TRACKIR Coordinate Tracking Device Usage For Measurement Of Electrode Coordinates In The Multimedia Training System For Manual Arc Welding]. Globalnaya yadernaya bezopasnost [Global Nuclear Safety], 2014, №3, ISSN 2305-414X, pp.73–77. (in Russian) [4] Tolstov V.A., Andreeva E.A., Ishigova L.O. Model analizatora traektorii tortsa elektroda v multimediynom trenazhore srarschika [The model of the electrode tip trace analyzer for the multimedia welding traning system]. Globalnaya yadernaya bezopasnost [Global Nuclear Safety], 2013, №2, ISSN 2305-414X, pp.40–44. (in Russian) [5] Rutkovskiy L. Metody i tekhologii iskusstvennogo intellekta [The methods and technics of artificial intelligence]. M. Pub. Goryachaya liniya – Telekom [Hot Line – Telecom], 2010, ISBN 978-5-9912-0105-6, 520 p. (in Russian) [6] Kallan R. Osnovnye kontseptsii neironnykh setey [The general conceptions of neural networks]. M. Pub. Vilyams [Vilyams], 2001, ISBN 0-13-908732-X/5-8459-0210-X, 267 p. (in Russian) |
| Papers | 71 - 76 |
| URL Article | URL Article |
| Open Article |