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Reduced Order Model Approach for Efficient Aircraft Loads Prediction

机译:减少有效飞机负荷预测的订单模型方法

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Flight loads calculations play a fundamental role in the development and certification of an aircraft and have an impact on the structural sizing and weight. The number of load cases required by the airworthiness regulations is in the order of tens of thousands and the analysis must be repeated for each design iteration. On large aircraft, CS-25 explicitly requires taking into account for loads prediction, airframe flexibility, unsteady aerodynamics and interaction of systems and structure, leading to computationally expensive numerical models. Thus there is a clear benefit in speeding-up this calculation process. This paper presents a methodology aiming to significantly reduce the computational time to predict loads due to gust and maneuvers. The procedure is based on Model Order Reduction, whose goal is the generation of a Reduced Order Model (ROM) able to limit the computational cost compared to a full analysis whilst retaining accuracy. The method is applied to a commercial transport aircraft modeled with beam elements, unsteady aerodynamics based on Doublet Lattice Method and servo-hydraulic actuators for the control surfaces. The aeroelastic equations of motion are formulated in the time-domain, through the Rational Function Approximation and application of the Balanced Truncation method. The results obtained with the reduced model shows a very good accuracy with respect to the full model and a significant saving in computational time. The impact of flexibility on the gust load factor is also highlighted, comparing it with the quasi-static analysis by Pratt's formula, current standard for Part 23 aircraft.
机译:飞行载荷计算在飞机的开发和认证中起着基本作用,并对结构尺寸和体重产生影响。适航法规所需的负载箱数量为数万的数量,并且必须对每个设计迭代重复分析。在大飞机,CS-25明确要求考虑到负荷预测,机体的灵活性,非定常空气动力学和系统及结构相互作用,导致昂贵的计算数值模型。因此,在加速该计算过程时存在明显的益处。本文提出了一种旨在显着减少计算时间来预测由于阵风和机动引起的计算时间。该过程基于模型顺序减少,其目标是能够将能够限制计算成本的减少订单模型(ROM),同时保持精度。该方法应用于用梁元件,非稳态空气动力学建模的商业运输飞机,基于双峰晶格方法和用于控制表面的伺服液压致动器。通过合理的函数近似和平衡截断方法的应用,在时域中配制运动的空气弹性方程。通过减少模型获得的结果显示了关于完整模型的非常好的精度和在计算时间内显着节省。还强调了灵活性对燃气负载系数的影响,并将其与Pratt公式的准静态分析相比,第23架飞机的当前标准进行了比较。

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