Abstract
To develop an optimization system for tandem cascades, an algorithm of tandem airfoil parameterization is first proposed. A conventional cascade is then redesigned as a tandem cascade, which decreases the total loss coefficient by 41.8% and increases the static pressure rise by 0.92% at design point. A master-slave parallel differential evolution algorithm is developed for the following optimization. Five configuration parameters of the tandem cascade are optimized, which decreases the total loss coefficient by 8.67% and increases the static pressure rise by 0.3% at design point. A partial correlation coefficient analysis of optimization history data reveals the influence priority of the five configuration parameters on tandem cascade performance. It is proposed and verified that the front-rear distributions of camber and chord can affect the performances at different incidence angles. A new parameter is then defined to measure the distribution above and able to control the characteristics at different incidence angles. A more superior design at overall incidence angles is achieved by adjusting that parameter.
Original language | English |
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Pages (from-to) | 2224-2234 |
Number of pages | 11 |
Journal | Tuijin Jishu/Journal of Propulsion Technology |
Volume | 38 |
Issue number | 10 |
DOIs | |
State | Published - 1 Oct 2017 |
Keywords
- Airfoil geometry
- Axial compressor
- Differential evolution
- Flow control
- Parallel optimization
- Tandem cascade