| 2005 №02 (04) | 2005 №02 (06) |
The Paton Welding Journal, 2005, #2, 29-34 pages
Optimization of parameters of detonation-gas spraying using a genetic algorithm
V.A. Ulshin, M.Yu. Kharlamov
V. Dal East-Ukrainian National University, Lugansk, UkraineAbstract
A method is proposed to determine the optimum process parameters of detonation-gas spraying of coatings by the criterion of energy characteristics of the spray powder particles, which is based on the use of a genetic algorithm. Advantages of this approach are demonstrated compared to other methods of solving the optimization problems, and computer simulation is used to demonstrate its effectiveness.
Keywords: detonation-gas spraying, simulation, optimization, particle velocity, particle temperature, genetic algorithm
References
1. Bartenev, S.S., Fedko, Yu.P., Grigorov, A.I. (1982) Detonation coatings in machine-building. Leningrad: Mashinostroenie.2. Boguslaev, V.A., Dolmatov, A.I., Zhemanyuk, P.D. et al. (1996) Detonation coating deposition on parts of aircraft engines and process fixtures with magneto-abrasive posttreatment Zaporozhie: Deka.
3. Shorshorov, M.Kh., Kharlamov, Yu.A. (1978) Physicochemical principles of detonation-gas spraying of coatings. Moscow: Nauka.
4. Zverev, A.I., Sharivker, S.Yu., Astakhov, E.A. (1979) Detonation spraying of coatings. Leningrad: Sudostroenie.
5. Karamysheva, S.A., Prokhorov, E.S. (1986) Influence of the shape and degree of channel filling by explosive mixture on parameters of particle acceleration in detonation spraying units. In: Transact. on Problems of Detonation Application in Technological Processes. Novosibirsk: IGSO AN SSSR.
6. Lugscheider, E., Papenfub-Janzen, N. (2002) Simulation of the influence of spray parameters on particle properties in APS. In: Proc. of ITSC’2002, Essen.
7. Kharlamov, M.Yu. (2003) Dynamics of acceleration and he¬ating of powder by detonation-gas jet. In: Transact. on Resource-Saving Technologies for Manufacturing and Pressure Treatment of Materials in Machine-Building. Part 1. Lugansk: V. Dal SNU.
8. Belotserkovsky, O.M., Davydov, Yu.M. (1982) Method of coarse particles in gas dynamics. Moscow: Nauka.
9. Nigmatulin, R.I. (1978) Principles of mechanics of heterogeneous media. Moscow: Nauka.
10. Zhdan, S.A., Fedenyuk, V.I. (1982) Parameters of equilibrium gas flow in the detonation unit channel. Fizika Goreniya i Vzryva, 6, 103–107.
11. Nikolaev, Yu.A. (1978) Model of kinetics of chemical reactions at high temperatures. Ibid., 4, 73–76.
12. Kharlamov, M.Yu. (2002) Calculation of product composition and parameters of gas mixture detonation in spraying of coatings. Visnyk V. Dal SNU, 11, 254–262.
13. Kruglov, V.V., Borisov, V.V. (2002) Artificial neural networks. Theory and practice. Moscow: Gor. Liniya-Telecom.
14. Voronovsky, G.K., Makhotilo, K.V., Petrashev, S.N. et al. (1997) Genetic algorithms, artificial neural networks and problems of virtual reality. Kharkov: Osnova.
15. Batishchev, D.I., Isaev, S.A. (1997) Optimisation of multiextremal functions using genetic algorithms. In: Transact. on High Technologies in Engineering, Medicine and Education. Voronezh: VGTU.
