Kriging Aerodynamic Modeling and Multi-Objective Control Allocation for Flying Wing UAVs With Morphing Trailing-Edge

نویسندگان

چکیده

Flexible skin and continuous deformable control surface are the basic of adaptive wing technology for future aircraft. This paper presents a morphing trailing-edge its allocation method flying Unmanned Aerial Vehicle (UAV). Firstly, we apply Kriging to establish aerodynamic model trailing-edge, with initial sample points generated by non-uniform optimal Latin Hypercube Sampling (LHS). Then, based on model, multi-objective problem is converted into standard optimization form. To solve such problem, design Comprehensive Multi-Objective Particle Swarm Optimization (C-MOPSO) algorithm an improved Hierarchical MOPSO (H-MOPSO) algorithm, in which multiple objectives prioritized hierarchically optimized using PSO algorithm. As performance analysis, attitude angle tracking flight system established validate effectiveness our proposed methods. Simulation results show that both C-MOPSO H-MOPSO methods have similar tracking, while achieves better performance.

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ژورنال

عنوان ژورنال: IEEE Access

سال: 2021

ISSN: ['2169-3536']

DOI: https://doi.org/10.1109/access.2021.3073592