Thermodynamic optimization of ideal turbojet with afterburner engines using non-dominated sorting genetic algorithm II
Abstract In this study, the multi-objective optimization using genetic algorithm is carried out for optimization of the thermodynamic cycle of ideal turbojet with afterburner engines. The fast non-dominated sorting genetic algorithm II is used to obtain the solutions. The possible important conflict...
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Veröffentlicht in: | Proceedings of the Institution of Mechanical Engineers. Part G, Journal of aerospace engineering Journal of aerospace engineering, 2010-12, Vol.224 (12), p.1285-1296 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Abstract
In this study, the multi-objective optimization using genetic algorithm is carried out for optimization of the thermodynamic cycle of ideal turbojet with afterburner engines. The fast non-dominated sorting genetic algorithm II is used to obtain the solutions. The possible important conflicting thermodynamic objective functions that have been considered in this work are specific thrust, thrust-specific fuel consumption, propulsive efficiency (ηp), and thermal efficiency (ηt). Different pairs of these objective functions have been selected for two-objective optimization processes. These objectives have also been considered for a four-objective optimization problem using the multi-objective genetic algorithm of this work. The research demonstrates that the results of four-objective optimization can include those of two-objective optimization and, therefore, provide more choices for the optimal design of the thermodynamic cycle of ideal turbojet with afterburner engines. |
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ISSN: | 0954-4100 2041-3025 |
DOI: | 10.1243/09544100JAERO771 |