一种预测驾驶员操纵行为的建模方法

谭文倩; A.V.Efremov; 屈香菊

一种预测驾驶员操纵行为的建模方法

1.
北京航空航天大学航空科学与工程学院, 北京 100191
2. 莫斯科航空学院飞行力学与控制系, 莫斯科 125993
3. 北京航空航天大学航空科学与工程学院, 北京 100191

基金项目: 航空基金资助项目(20062A51004); 凡舟基金资助项目(20100506)

详细信息

作者简介:
谭文倩(1974-),女,湖南长沙人,讲师,tanwenqian@buaa.edu.cn.

中图分类号: V 249.11
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- 文章访问数: 3339
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- 被引次数: 0
出版历程
- 收稿日期: 2009-09-14
- 网络出版日期: 2010-10-31

Approach of pilot modeling for predicting pilot control behavior

1.
School of Aeronautic Science and Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100191, China
2. Flight Dynamics and Control Department, Moscow Aviation Institute, Moscow 125993, Russia
3. School of Aeronautic Science and Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100191, China

摘要

摘要: 在飞机设计中,应用驾驶员数学模型预测飞机飞行品质是避免人机系统出现不良耦合的重要途径之一.驾驶员神经网络模型是利用飞行模拟实验数据建立的驾驶员模型.基于该模型,针对纵向单通道俯仰跟踪任务,详细讨论了具有不同增益、不同短周期振荡频率飞机构型的驾驶员操纵行为变化规律.研究结果表明:对于特性相似的飞机构型,其驾驶员操纵特性也相似.因此,提出了一种利用相似构型的驾驶员操纵行为特性建立驾驶员预测模型的方法.通过对预测模型进行精度评价,可以证明采用本方法能够获得比较满意的驾驶员操纵行为特性预测结果.
- 人机系统 /
- 驾驶员模型 /
- 神经网络 /
- 建立模型 /
- 飞行品质
Abstract: During the process of aircraft design, the mathematical model of pilot control behavior characteristics is always used to predict aircraft flying qualities.This is one of the important methods to avoid pilot-aircraft adverse coupling. The pilot neural networks (NN) model was derived from experimental data obtained during pilot-aided tests using a special workstation. For a set of different aircraft dynamics configurations, which had different amplifications and different short period mode natural frequency, the pilot control behavior characteristics in the single-loop longitudinal pitch tracking task were studied based on neural networks model. The result shows that pilots have similar control behavior for similar aircraft dynamics configurations. Therefore, an approach used pilot control behavior of similar aircraft configurations to build a pilot model to predict pilot control behavior of new configuration was suggested. This pilot model-s precision was further calculated. And the result verifies applicability of this new approach for pilot predicting modeling.
- man-machine system /
- pilot model /
- neural networks /
- model building /
- flying qualities

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参考文献(1)

[1] Don H.A human-centred design agenda for the development of single crew operated commercial aircfraft[J].Aslib Proceedings:New Information Perspectives,2007,79(5):518-526 [2] Hess R A.Handling qualities and flight safety implications of rudder control strategies and systems in transport aircraft .AIAA-2004-4701,2004 [3] Batt R,O-Hare D.Pilot behaviors in the face of adverse weather:a new look at an old problem[J].Aviation,Space,and Environmental Medicine,2005,76(6):552-559 [4] Harris D.A human-centred design agenda for the development of single crew operated commercial aircraft[J].Aslib Proceedings:New Information Perspectives,2007,79(5):518-526 [5] Efremov A V,Ogloblin A V,Koshelenko A V.Evaluation and prediction of aircraft handling qualities .AIAA-98-4145,1998 [6] Dolega B,Rogalski T.The training rate of aircraft handling quality evaluation scale[J].Aircraft Engineering and Aerospace Technology:an International Journal,2008,80(3):274-279 [7] Hess R A.Analytical assessment of performance,handling qualities,and added dynamics in rotorcraft flight control[J].IEEE Transactions on Systems,Man and Cybernetics,Part A:Systems and Humans,2009,39(1):262-271 [8] Hess R A.Unified theory for aircraft handling qualities and adverse aircraft-pilot coupling[J].Journal of Guidance,Control and Dynamics,1997,20(6):1141-1148 [9] Efremov A V,Rodchenko V V,Boris S.Investigation of pilot-induced oscillation tendency and prediction criteria development .WL-96-310999,1996 [10] 屈香菊,谭文倩．双通道人-机控制系统中的驾驶员模型识别[J].北京航空航天大学学报,2002,28(1):66-69 Qu Xiangju,Tan Wenqian.Identifying human pilot model in two-axis the control task[J].Journal of Beijing University of Aeronautics and Astronautics,2002,28(3):66-69 (in Chinese)  [11] Тань В,Ефремов А В,Тюменцев Ю В.Оценка пилотажных свойств самолета с применением нейросетевой модели предсказания характеристик управляющих действий летчика[J].Вестник МАИ,2008,15(1):92-108  [12] Тань В.Разработка композиционной математи-ческой модели управляющих действий летчика в зада-чах пилотирования самолета .Москва:Kафедрa динамики и управления летательных аппаратов,МАИ,2008  [13] Ефремов А В,Оглоблин А В,Предтеченский А Н,et al.Летчик как динамическая система[M].Москва:Машиностроение,1992 [14] 徐仲祥,屈香菊．驾驶员模型建模精度分析方法的改进及应用[J].航空学报,1998,19(6):700-705 Xu Zhongxiang,Qu Xiangju.Development of a method and application for improving the pilot modeling accuracy[J].Acta Aeronautic et Astronautics Sinica,1998,19(6):700-705 (in Chinese)

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