具有不确定性的弹药调运过程是影响舰载机作战能力的关键因素.针对弹药调运系统内部和外部不确定性因素的多级供应链网络,研究带有不确定项的弹药动态调运系统的模糊建模和优化问题.利用TakagiSugeno模糊方法对系统中不确定项进行非线性建模,基于鲁棒稳定条件,优化设计弹药调运方案.通过与其他模糊控制方法的对比仿真,验证了优化模型的有效性和可靠性,该方法能够削弱非线性系统内外部不确定项引起的弹药存储量和代价目标的波动,保证弹药的持续稳定及时供应. Uncertainty of ammunition dispatching process is the key factor that affects the combat capability of carrier-based aircraft.Aiming at the multi-level supply chain network with uncertainty factors inside and outside ammunition dispatch system, the ambiguity of ammunition dynamic dispatch system with uncertainties is studied Modeling and optimization problems.Using Takagi-Sugeno fuzzy method to nonlinearly model the uncertainties in the system, based on the robust stability conditions, the design of ammunition delivery is optimized.Compared with other fuzzy control methods, the effectiveness of the optimization model is verified This method can weaken the volatility of the ammunition storage and cost target caused by the uncertainties inside and outside the nonlinear system and ensure the continuous and stable supply of ammunition in a timely manner.