舰载机弹药调运不确定系统的T-S模糊优化模型

T-S fuzzy optimization model for uncertain weapons transporting system in carrier aircraft

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Takagi-Sugeno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,所提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,保证弹药持续稳定且及时供应.

The weapons dispatching with various uncertain factors is the main factor that affects the fight ability of the aircraft carrier. Aiming at the multi-echelon supply chain network with internal and external uncertainties, the fuzzy optimization is used to control the multi-echelon supply chain network. The Takagi-Sugeno method is applied in modeling the uncertainties of system. The weapons scheduling scheme is designed based on robust stability condition.The effectiveness and reliability of the proposed controller are verified by comparing with other fuzzy control methods.The scheme can weaken the flucations of the weapons storage and cost induced by internal and external uncertainties,thus ensuring the sustained and stable supply for weapons.