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放宽静稳定度飞行器过失速重定向控制

  • Hao Cui
  • , Ke Zhang
  • , Xuchen Huang
  • , Haoyu Li
  • , Minghu Tan
  • , Jingyu Wang
  • Northwestern Polytechnical University Xian

科研成果: 期刊稿件文章同行评审

摘要

Traditional aircraft face limitations in off-boresight maneuverability, making it challenging to effectively meet rear hemisphere target tracking requirements. This paper proposes a proximal policy optimization (PPO) - based intelligent control method to achieve aerodynamic-controlled post-stall maneuver redirection for relaxed static stability aircraft. First, the nonlinear aerodynamic characteristics of the aircraft at extremely high angles of attack are analyzed using the Jorgensen engineering method, revealing the impact of static instability on autorotation capability and segmenting the redirection process. Second, a Markov decision process (MDP) model is established to address nonlinear attitude control under ultra-high angles of attack, incorporating a potential energy-based reward function to guide the intelligent agent in learning optimal rudder deflection strategies. Finally, redirection simulations under low Mach number conditions demonstrate that aerodynamic control surfaces alone can enable rapid aircraft redirection while maintaining attitude stability during velocity zero-crossing phases. Monte Carlo experiments further validate the robustness of this control method under random initial conditions.

投稿的翻译标题Stalled redirection control of relaxed static stability aircraft
源语言繁体中文
页(从-至)151-159
页数9
期刊Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University
44
1
DOI
出版状态已出版 - 2月 2026

关键词

  • intelligent control
  • reinforcement learning
  • relaxed static stability
  • stalled redirection

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