复合翼无人机氢燃料电池混合动力系统ECMS-MPC策略研究
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中国民用航空飞行学院 航空工程学院

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V275

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国家自然科学基金青年基金(52205238);中央高校基本科研业务费资助项目(26CAFUC04013、26CAFUC01002)


Research on an ECMS-MPC Strategy for the Hydrogen Fuel Cell–Lithium Battery Hybrid Power System of a Composite-Wing UAV
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College of Aviation Engineering,Civil Aviation Flight University of China

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    摘要:

    针对复合翼无人机垂直起降阶段功率需求高、固定翼巡航阶段负载相对稳定、机动阶段功率波动明显等特点,搭建氢燃料电池—锂电池半主动混合动力系统,依托系统机理模型,设计了有限状态机(finite-state machine,FSM)、等效能耗最小控制策略(equivalent consumption minimization strategy,ECMS)、基于等效消耗最小的模型预测控制(equivalent consumption minimization strategy model predictive control,ECMS MPC)策略三种能量管理策略,在统一仿真条件下开展对比研究。结果表明,任务最大需求功率为8.83 kW,ECMS-MPC策略能够满足全过程功率需求,末端SOC(state of charge)为0.3959,高于0.35的SOC下限。与FSM和ECMS相比,ECMS-MPC累计氢耗为11.63 g,分别降低10.73%和12.11%;等效氢耗为25.95 g,分别降低1.35%和2.11%;混合动力系统平均效率达到70.06%,分别提高2.54和3.41个百分点。与此同时,ECMS-MPC将燃料电池高效区运行占比提升至25.29%,较FSM和ECMS分别提高24.79和8.32个百分点。由此可见,ECMS-MPC策略能够在保证SOC安全边界和功率跟随能力的前提下,优化燃料电池与锂电池功率分担关系,降低任务氢耗,提高系统能量利用效率,为复合翼无人机氢锂混合动力系统能量管理提供参考。

    Abstract:

    Aiming at the characteristics of VTOL fixed-wing UAV, including high power demand during vertical take off and landing, relatively steady load in fixed wing cruise, and significant power fluctuation under maneuvering conditions, a semi active hydrogen fuel cell lithium battery hybrid power system is established. Based on the system mechanism models, three energy management strategies, namely FSM(finite-state machine), ECMS(equivalent consumption minimization strategy) and ECMS MPC(equivalent consumption minimization strategy model predictive control), are designed and compared under identical simulation conditions. The results show that the maximum mission power demand is 8.83?kW. The ECMS MPC strategy satisfies the full process power requirement with a terminal SOC(state of charge) of 0.3959, which exceeds the lower SOC limit of 0.35. Compared with FSM and ECMS, ECMS MPC yields a cumulative hydrogen consumption of 11.63?g, reduced by 10.73% and 12.11%, respectively; the equivalent hydrogen consumption is 25.95?g, decreased by 1.35% and 2.11%, respectively. The average efficiency of the hybrid system reaches 70.06%, increased by 2.54 and 3.41 percentage points correspondingly. Meanwhile, ECMS MPC raises the operating proportion of the fuel cell within its high efficiency region to 25.29%, representing an increment of 24.79 and 8.32 percentage points over FSM and ECMS. Therefore, the ECMS MPC strategy can optimize the power distribution between the fuel cell and lithium battery while ensuring SOC safety constraints and power tracking capability, reduce mission hydrogen consumption and improve system energy efficiency. It provides a reference for energy management of hydrogen lithium hybrid power systems for composite wing UAVs.

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涂云彬,邱超,魏武国,等. 复合翼无人机氢燃料电池混合动力系统ECMS-MPC策略研究[J]. 科学技术与工程, , ():

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  • 收稿日期:2026-06-05
  • 最后修改日期:2026-08-12
  • 录用日期:2026-09-09
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