首页> 外文OA文献 >Fighter Aircraft Maneuver Limiting Using MPC : Theory and Application
【2h】

Fighter Aircraft Maneuver Limiting Using MPC : Theory and Application

机译:MPC限制战斗机机动性的理论与应用

代理获取
本网站仅为用户提供外文OA文献查询和代理获取服务,本网站没有原文。下单后我们将采用程序或人工为您竭诚获取高质量的原文,但由于OA文献来源多样且变更频繁,仍可能出现获取不到、文献不完整或与标题不符等情况,如果获取不到我们将提供退款服务。请知悉。

摘要

Flight control design for modern fighter aircraft is a challenging task. Aircraft are dynamical systems, which naturally contain a variety of constraints and nonlinearities such as, e.g., maximum permissible load factor, angle of attack and control surface deflections. Taking these limitations into account in the design of control systems is becoming increasingly important as the performance and complexity of the aircraft is constantly increasing. The aeronautical industry has traditionally applied feedforward, anti-windup or similar techniques and different ad hoc engineering solutions to handle constraints on the aircraft. However these approaches often rely on engineering experience and insight rather than a theoretical foundation, and can often require a tremendous amount of time to tune. In this thesis we investigate model predictive control as an alternative design tool to handle the constraints that arises in the flight control design. We derive a simple reference tracking MPC algorithm for linear systems that build on the dual mode formulation with guaranteed stability and low complexity suitable for implementation in real time safety critical systems. To reduce the computational burden of nonlinear model predictive control we propose a method to handle the nonlinear constraints, using a set of dynamically generated local inner polytopic approximations. The main benefit of the proposed method is that while computationally cheap it still can guarantee recursive feasibility and convergence. An alternative to deriving MPC algorithms with guaranteed stability properties is to analyze the closed loop stability, post design. Here we focus on deriving a tool based on Mixed Integer Linear Programming for analysis of the closed loop stability and robust stability of linear systems controlled with MPC controllers. To test the performance of model predictive control for a real world example we design and implement a standard MPC controller in the development simulator for the JAS 39 Gripen aircraft at Saab Aeronautics. This part of the thesis focuses on practical and tuning aspects of designing MPC controllers for fighter aircraft. Finally we have compared the MPC design with an alternative approach to maneuver limiting using a command governor.
机译:现代战斗机的飞行控制设计是一项艰巨的任务。飞机是动力系统,自然地包含各种约束和非线性,例如,最大允许载荷因数,攻角和控制面挠度。随着飞机的性能和复杂性的不断提高,在控制系统的设计中考虑这些限制变得越来越重要。航空工业传统上已应用前馈,防缠绕或类似技术以及不同的临时工程解决方案来应对飞机上的约束。但是,这些方法通常依赖于工程经验和洞察力,而不是理论基础,并且通常需要大量时间进行调整。在本文中,我们研究了模型预测控制作为一种替代设计工具来处理在飞行控制设计中出现的约束。我们为线性系统推导了一种简单的参考跟踪MPC算法,该算法建立在双模式公式的基础上,具有保证的稳定性和低复杂度,适合在实时安全关键系统中实施。为了减少非线性模型预测控制的计算负担,我们提出了一种使用一组动态生成的局部内部多边形近似值来处理非线性约束的方法。提出的方法的主要好处是,尽管计算便宜,但仍可以保证递归的可行性和收敛性。推导具有保证稳定性的MPC算法的替代方法是在后期设计中分析闭环稳定性。在这里,我们专注于基于混合整数线性规划的工具来分析由MPC控制器控制的线性系统的闭环稳定性和鲁棒稳定性。为了测试真实示例的模型预测控制的性能,我们在萨博航空的JAS 39 Gripen飞机的开发模拟器中设计并实现了标准MPC控制器。本文的这一部分侧重于为战斗机设计MPC控制器的实践和调整方面。最后,我们将MPC设计与使用命令调节器进行机动限制的另一种方法进行了比较。

著录项

  • 作者

    Simon, Daniel;

  • 作者单位
  • 年度 2017
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类

相似文献

  • 外文文献
  • 中文文献
  • 专利
代理获取

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号