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Sensitivity of automatic control of emergency manoeuvre to parametric uncertainty of the airplane model

机译:应急机动自动控制对飞机模型参数不确定性的敏感性

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摘要

Purpose The main purpose of this work was elaboration and verification of a method of assessing the sensitivity of automatic control laws to parametric uncertainty of an airplane's mathematical model. The linear quadratic regulator (LQR) methodology was used as an example design procedure for the automatic control of an emergency manoeuvre. Such a manoeuvre is assumed to be pre-designed for the selected airplane.Design/methodology/approach The presented method of investigating the control systems' sensitivity comprises two main phases. The first one consists in computation of the largest variations of gain factors, defined as differences between their nominal values (defined for the assumed model) and the values obtained for the assumed range of parametric uncertainty. The second phase focuses on investigating the impact of the variations of these factors on the behaviour of automatic control in the manoeuvre considered.Findings The results obtained allow for a robustness assessment of automatic control based on an LQR design. Similar procedures can be used to assess in automatic control arrived at through varying design methods (including methods other than LQR) used to control various manoeuvres in a wide range of flight conditions.Practical implications It is expected that the presented methodology will contribute to improvement of automatic flight control quality. Moreover, such methods should reduce the costs of the mathematical nonlinear model of an airplane through determining the necessary accuracy of the model identification process, needed for assuring the assumed control quality.Originality/value The presented method allows for the investigation of the impact of the parametric uncertainty of the airplane's model on the variations of the gain-factors of an automatic flight control system. This also allows for the observation of the effects of such variations on the course of the selected manoeuvre or phase of flight. This might be a useful tool for the design of crucial elements of an automatic flight control system.
机译:目的这项工作的主要目的是阐述和验证一种评估自动控制律对飞机数学模型的参数不确定性敏感度的方法。线性二次调节器(LQR)方法被用作自动操纵紧急情况的示例设计程序。假定这种机动是针对所选飞机预先设计的。设计/方法/方法提出的研究控制系统灵敏度的方法包括两个主要阶段。第一个是计算增益系数的最大变化,增益系数的最大变化定义为其标称值(为假定模型定义)与为参数不确定性假定范围获得的值之间的差。第二阶段着重于研究这些因素的变化对所考虑的机动中自动控制行为的影响。结果发现所获得的结果允许基于LQR设计的自动控制的鲁棒性评估。可以使用类似的程序来评估通过各种设计方法(包括LQR以外的方法)得出的自动控制效果,这些设计方法用于控制各种飞行条件下的各种机动。自动飞行控制质量。此外,这些方法应通过确定确保识别控制质量所需的模型识别过程的必要准确性来降低飞机数学非线性模型的成本。原始数据/值提出的方法可用于研究飞机的影响。自动飞行控制系统增益因子变化的飞机模型参数不确定性。这也允许观察这种变化对选定的操纵过程或飞行阶段的影响。这对于设计自动飞行控制系统的关键要素可能是有用的工具。

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