Acta Aeronautica et Astronautica Sinica ›› 2026, Vol. 47 ›› Issue (17): 332611.doi: 10.7527/S1000-6893.2026.32611
• Electronics and Electrical Engineering and Control • Previous Articles
Zhong WANG, Jinxi LANG, Yan LI(
)
Received:2025-07-23
Revised:2025-10-09
Accepted:2026-05-08
Online:2026-06-03
Published:2026-05-28
Contact:
Yan LI
E-mail:liyan@nwpu.edu.cn
Supported by:CLC Number:
Zhong WANG, Jinxi LANG, Yan LI. Survey of flight envelope protection control methods for helicopters[J]. Acta Aeronautica et Astronautica Sinica, 2026, 47(17): 332611.
Table 2
Summary of limit prediction and avoidance methods
| 方法类别 | 方法 | 文献 | 特点、优点 | 存在的问题 |
|---|---|---|---|---|
| 边界预测 | 动态配平法 | [ | 适用于稳态响应型限制参数;预测限制参数在准稳态机动下的未来响应;采用在线自适应神经网络可适应飞行条件变化,减少对先验信息的依赖;可用于计算控制极限或指令裕度 | 仅适用于最大值在稳态时达到的限制参数;预测依赖于对“快慢状态”的划分和动态配平条件的满足;求解控制极限需要迭代计算 |
| 峰值响应法 | [ | 适用于瞬态响应峰值处达到极限的参数(如挥舞角、桨毂力矩);基于简化的线性模型解析预测峰值 | 严重依赖精确的线性模型,获取困难且适用范围窄;求解临界操纵输入通常需要迭代 | |
| 数据驱动方法 | [ | 适用于复杂非线性边界保护问题、可在线补偿模型不确定性影响、可用于限制参数预测和控制余量估计 | 依赖训练数据、泛化性和可解释性不足 | |
| 边界规避 | 座舱提示 | [ | 通过视觉、听觉、触觉等方式向飞行员告警;触觉告警直观,不易忽略,能提供修正指引,提高操纵性能和安全性;保留飞行员最终控制权 | 视觉/听觉告警可能被忽略或引起不当反应;触觉告警依赖主动驾驶杆硬件和精确的控制极限计算;告警设计的合理性影响飞行员接受度和人机交互效果,可能产生告警疲劳或诱发振荡 |
| 指令限制 | [ | 在飞行控制系统高层指令路径中限制目标姿态、角速度等指令;与底层飞行控制律相互分离,集成相对简单;对飞行控制律稳定性影响较小 | 依赖边界预测的精度;高层指令与限制参数间存在复杂非线性关系,极限映射困难;其效果严重依赖控制律的跟踪性能 | |
| 直接控制限制 | [ | 在飞行控制系统较低层级,直接限制舵面偏转或发动机指令;在某些情况下,状态极限到舵面极限的映射可能更直接 | 舵面限制易引发输入饱和问题,与高带宽控制律易产生冲突和抖振,系统稳定性需重新评估或设计抗饱和措施 | |
| 反应式边界保护 | [ | 基于有限时域预测与安全响应轨迹跟踪,可将边界保护要求直接转化为控制修正或控制余量;具有隐式预测提前量 | 依赖限制参数动态模型或在线自适应估计的准确性,以及安全响应轨迹参数设计的合理性 | |
| 状态限制 | [ | 将边界限制作为内在约束,直接集成到控制律设计(如MPC、PPC、BLF)中;能显式处理多变量约束,理论完备性强 | 控制律设计通常更为复杂,对模型的依赖性强;在线计算量可能较大(尤其对于非线性MPC),实时性是关键 | |
| 保护量反馈 | [ | 针对特定结构载荷或限制参数(保护量),设计专用反馈回路进行主动抑制(如SLA);可利用优化控制(LQR)或控制分配技术,将保护目标融入控制律或操纵面分配,协同提升性能和安全性 | 通常为针对性设计,通用性不强;效能受限于作动器能力和反馈测量精度;对关键保护量的精确、实时测量(尤其在旋翼上)是技术难点 |
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