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首页> 外文期刊>Aerospace science and technology >Fractional-order controllers optimized via heterogeneous comprehensive learning pigeon-inspired optimization for autonomous aerial refueling hose-drogue system
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Fractional-order controllers optimized via heterogeneous comprehensive learning pigeon-inspired optimization for autonomous aerial refueling hose-drogue system

机译:通过异类综合学习以鸽子为灵感的自主空中加油胶管系统优化分数阶控制器

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Dynamic modeling and control system design for the hose-drogue system (HDS) in the docking stage of autonomous aerial refueling (AAR) are investigated in this paper. The dynamics and kinematics of hose are modeled via a finite-segment multi-body method, which describes the hose-drogue assembly as a link-connected system. A controllable drogue is connected to the hose for automatically stabilizing the drogue's relative position under the influences of tanker trailing vortex, receiver bow wave, atmospheric turbulence, gust, and wind shear. Thus, a drogue position control law based on fractional order method is designed to resist the multi-wind disturbances. Noting that it is difficult to tune the parameters of fractional-order controller (FOC), a modified pigeon-inspired optimization (PIO), the hybrid of heterogeneous comprehensive learning strategy and PIO (HCLPIO), is carried out to optimize the parameters of FOC. The simulation results show that the proposed optimized fractional-order feedback controllers effectively stabilize the controllable drogue to swing within an acceptable range. (C) 2018 Elsevier Masson SAS. All rights reserved.
机译:本文研究了自动空中加油(AAR)对接阶段的软管牵引系统(HDS)的动态建模和控制系统设计。软管的动力学和运动学是通过有限段多体方法建模的,该方法将软管-牵引组件描述为一个链接系统。可控制的锥套连接到软管,用于在油轮尾涡,接收器弓形波,大气湍流,阵风和风切变的影响下自动稳定锥套的相对位置。因此,设计了一种基于分数阶方法的锥套位置控制律,以抵抗多风扰动。注意到很难调整分数阶控制器(FOC)的参数,因此进行了改进的鸽子启发式优化(PIO),即异类综合学习策略和PIO(HCLPIO)的混合,以优化FOC的参数。仿真结果表明,所提出的优化的分数阶反馈控制器有效地将可控制的锥管稳定在可接受的范围内摆动。 (C)2018 Elsevier Masson SAS。版权所有。

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