本文采用动态常微分方程求解技术对发动机动态模型进行实时求解,并结合二分法实现发动机稳定性的实时评估。通过飞/发一体化模型动态仿真数据和气动稳定性评估结果,得到了基于差分进化法并满足气动稳定性要求的最优发动机安装性能,初步验证了获取最优的A8控制规律和A9/A8面积比的优化方法。研究表明,与序列最小二乘规划法相比,基于差分进化法的优化方法具有全局最优性表现;完成了11km高度平飞状态0.9Ma加速至1.2Ma、11km高度下0.9Ma巡航和中间状态由5km高度爬升至11km高度三种典型工况下航空发动机喷管调节计划优化。与设计点相比,平飞状态和爬升状态下基于差分进化法的优化方法通过优化A8控制规律和A9/A8面积比值,实现了发动机基于时间平均的净推力分别增加15.38%和12.36%,巡航状态下燃油消耗量降低6.88%。本文的结果证明了基于差分进化法的优化方法可实现发动机安装推力的提升并减少燃油消耗,可为提升飞机安装推力提供理论方法和技术指导。
The technology for solving dynamic ordinary differential equations is used to solve the dynamic model of the engine in real time, and the bisection method is combined to achieve the real-time evaluation of the engine's stability. Based on the dynamic simulation data of the model and the results of aerodynamic stability evaluation, an optimization method for the A8 control law and the A9/A8 area ratio that optimizes the installed thrust of the engine and aerodynamic stability based on the differential evolution algorithm is established, so as to realize the integrated joint simulation evaluation of the aircraft and the engine based on the flight conditions.The research shows that compared with the sequential least squares programming method, the optimization method based on the differential evolution algorithm exhibits global optimality. The area optimization of the A8 of the aeroengine under three typical working conditions is carried out, which are accelerating from Mach 0.9 to Mach 1.2 in the level flight state at an altitude of 11 km, cruising at Mach 0.9 at an altitude of 11 km, and climbing from an altitude of 5 km to 11 km in the intermediate state. Compared with the design point, in the level flight state and climbing state, the optimization method based on the differential evolution algorithm realizes an increase in the time-averaged net thrust of the engine by 15.38% and 12.36% respectively by optimizing the A8 control law and the A9/A8 area ratio, and the fuel consumption is reduced by 6.88% in the cruising state. The results of this paper prove that the optimization method based on the differential evolution algorithm can increase the net thrust of the engine and reduce fuel consumption, and can provide theoretical methods and technical guidance for increasing the installed thrust of the aircraft.