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Cessna Citation X simulation turbofan modelling: identification and identified model validation using simulated flight tests

机译:Cessna Citation X仿真Turbofan建模:使用模拟飞行试验识别和识别的模型验证

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摘要

The aviation industry relies on accurate models. These models are used to predict an aircraft system's outputs, and thus allow an understanding of the parameters involved, which could lead to system improvements. This study focuses on the engine modelling of an aircraft, and on its experimental validation using the Cessna Citation X Research Aircraft Simulator designed by CAE Inc., equipped with a level D Flight Dynamics toolbox. Level D is the highest rank attributed by the Federal Aviation Administration FAA certification authorities for flight dynamics. The proposed model aims to predict the thrust and the fuel consumption for various altitudes, Mach numbers and throttle lever angles (TLA). Different generic static models, which correspond to their steady state, from the literature, were used in this study; however, most of them were validated under restricted hypotheses. An optimisation algorithm was used in order to tune the static model parameters with the set of identification flight test data. Another set of data was then used in order to validate the identified model. Furthermore, a dynamic model corresponding to the transient operations was identified. TLA steps, impulses and ramp perturbations were performed in order to identify the system response, and to validate system dynamic model with other flight tests than the identification tests.
机译:航空工业依赖于准确的模型。这些模型用于预测飞机系统的输出,从而允许了解所涉及的参数,这可能导致系统改进。本研究重点介绍了飞机的发动机建模,并使用CAE Inc.设计的Cessna Citation X研究飞机模拟器的实验验证,配备了D级D Flight Dynamics Toolbox。 DEPLE D是联邦航空管理局FAA认证机构的最高等级,用于飞行动态。所提出的模型旨在预测各种高度,马赫数和节流杆角度(TLA)的推力和燃料消耗。在本研究中使用了与文献中的稳定状态相对应的不同通用静态模型;然而,大多数人在受限制的假设下验证。使用优化算法,以调整静态模型参数与识别飞行测试数据集。然后使用另一组数据以验证所识别的模型。此外,识别对应于瞬态操作的动态模型。进行TLA步骤,脉冲和斜坡扰动,以识别系统响应,并验证与其他飞行测试的系统动态模型比识别测试。

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