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Multi-Disciplinary Design Optimization of Unconventional Airship Configuration with Heuristic Algorithms

机译:基于启发式算法的非常规飞艇配置多学科设计优化

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This paper describes the Multi Disciplinary Optimization of an airship with unconventional configuration. The shape of the airship is based upon two semi-ellipsoids, whose axis ratios can be altered for optimization purpose. The parameters to optimize are: volume, ratio between longitudinal and lateral semi-axis, ratio between vertical and lateral semi-axis, percentage of the top surface covered by photovoltaic films, dimension of the tail. The goals of the optimization are: equilibrium between buoyancy and weight, reaching of the design speed, static longitudinal stability of the vehicle. The mathematical model developed to evaluate airship features includes the computation of the ballonet volume, a weight breakdown, the energy storage for night operations, the power system evaluation and stability considerations. Six heuristic optimization strategies have been applied in order to achieve the best solution; some case studies have been developed and the final optimal configurations found by algorithms have been analyzed in order to validate the optimization framework. The approach demonstrate that the heuristic optimization strategies used are good tool for the conceptual design of unconventional airship since this problem requires a multi-disciplinary approach and several parameters including aerodynamics, propulsion, mass breakdown, aerostatics and stability, which are strongly dependent each other, must be jointly considered and addressed at the same time to obtain an optimum and balanced design.
机译:本文介绍了具有非常规配置的飞艇的多学科优化。飞艇的形状基于两个半椭圆形,可以将其轴比更改以达到优化目的。要优化的参数是:体积,纵向和横向半轴之间的比率,纵向和横向半轴之间的比率,被光伏膜覆盖的顶表面的百分比,尾部尺寸。优化的目标是:浮力和重量之间的平衡,达到设计速度,车辆的静态纵向稳定性。为评估飞艇特征而开发的数学模型包括对副翼体积的计算,重量损失,夜间运行的能量存储,电力系统评估和稳定性方面的考虑。为了达到最佳解决方案,已应用了六种启发式优化策略。已经开发了一些案例研究,并对通过算法找到的最终最佳配置进行了分析,以验证优化框架。该方法表明,所使用的启发式优化策略是非常规飞艇概念设计的良好工具,因为该问题需要多学科的方法和包括空气动力学,推进力,质量崩溃,空气静力学和稳定性在内的多个参数,而这些参数是相互依赖的,必须同时考虑和解决,以获得最佳和平衡的设计。

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