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Optimized Reconfigurable Modular Flight Control Design using Swarm Intelligence

机译:使用群体智能优化可重构的模块化飞行控制设计

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This paper presents an optimized reconfigurable control design methodology by separating control commands distribution task from flight controller for different types of fault handling. The proposed strategy improves the flight control performance in normal and fault situations. The particle swarm optimization (PSO) based multi-input multi-output (MIMO) linear quadratic regulator (LQR) is used to produce virtual command signals. A modified weighted pseudo-inverse (WPI) based cascaded reallocation technique is employed for effective implementation of commands to redundant control surfaces in a realistic nonlinear aircraft benchmark model. Control surface fault modelling is performed for the evaluation of optimized reconfiguration based modular flight control strategy. Simulation results show that acceptable fault tolerant control (FTC) performance can be achieved by using swarm intelligence based optimization technique for modular control design.
机译:本文通过从飞行控制器中分离不同类型的故障处理来介绍一个优化的可重构控制设计方法。拟议的策略在正常和故障情况下提高了飞行控制性能。基于粒子群优化(PSO)的多输入多输出(MIMO)线性二次调节器(LQR)用于产生虚拟命令信号。用于基于修改的加权伪逆(WPI)的级联重新分配技术,用于在逼真的非线性飞机基准模型中有效地实现对冗余控制表面的命令。对基于优化的重新配置的模块化控制策略进行评估来执行控制表面故障建模。仿真结果表明,可接受的容错控制(FTC)性能可以通过使用基于Swarm智能的基于模块化控制设计来实现的。

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