JOURNAL ARTICLE

Constrained reentry trajectory optimization based on improved particle swarm optimization algorithm

Tianyun XuJun ZhouJianguo GuoQing Lu

Year: 2021 Journal:   Seventh Symposium on Novel Photoelectronic Detection Technology and Applications Pages: 168-168

Abstract

This paper proposes an improved particle swarm optimization (PSO) using "step-phase" adjustment strategy for inertia weight to generate the minimum time reentry trajectory for hypersonic reentry vehicles based on the parameterized bank angle profile. According to engineering experience, the velocity-dependent bank angle profile is developed using the "two-flip strategy", thereby reducing the dimensionality of particles. The reentry constraints are processed by penalty function. Especially, the no-fly zone (NFZ) constraint is enforced by extreme method that setting penalty weight to be an extremely large positive number on the condition that the trajectory passes through the NFZ . Simulation results illustrate that the improved PSO algorithm based on the parameterized bank angle profile proves to be capable to generate a complete and optimal three degrees of freedom (3-DOF) reentry trajectory rapidly.

Keywords:
Reentry Particle swarm optimization Trajectory Control theory (sociology) Parameterized complexity Hypersonic speed Inertia Trajectory optimization Computer science Penalty method Mathematical optimization Algorithm Mathematics Engineering Optimal control Physics Aerospace engineering Artificial intelligence

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Topics

Real-time simulation and control systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Hydraulic and Pneumatic Systems
Physical Sciences →  Engineering →  Mechanical Engineering
Computational Fluid Dynamics and Aerodynamics
Physical Sciences →  Engineering →  Computational Mechanics

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