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Design methodologies for optimum spatial compensation of adaptive structures.

机译:自适应结构最佳空间补偿的设计方法。

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A design metric is established that appropriately quantifies spatial compensator coupling to selected structural modes and de-coupling to all other structural modes. This metric is formed by Hankel singular values of the open-loop controllability and observability Gramians, and is computationally efficient. Three design methods are presented to maximize the design metric value: candidate set method, genetic algorithms method, and nearest neighbor method. The optimum results from each method are discussed in terms of the transfer functions of the system and classical compensator design goals (i.e., loop shaping, high-frequency roll-off, bandwidth constraints).; As demonstrated on a simply-supported plate test structure, the application of each design method increases closed-loop performance by determining optimum transducer designs that couple well to the selected structural modes. Each optimum design also does not couple well to de-selected modes. These methods provide the ability to “spatially loop-shape” adaptive structures, as demonstrated through modification of both actuator-to-sensor frequency response functions and the system loop gain.; The rewards and benefits of each design method are discussed and compared. The candidate set method is shown to be limited by the richness of the candidate set considered. The genetic algorithms method is efficient and effective at determining transducer placements and sizes for maximum design metric value. Within the genetic algorithms method, forced decoders are developed to constrain transducer sizes to a given range. Finally, the nearest neighbor method provides further increases in the design metric value by shaping transducers. The maximum design metric value is achieved when the genetic algorithms method determines optimum transducer placements and sizes, and the nearest neighbor method shapes the final transducer design.; Transducers are an integral part of the adaptive structure design process. It is concluded that emphasis should be placed on designing adaptive structures to be controlled versus designing controllers for adaptive structures. A recommendation of future work is the development of techniques to adapt spatial compensator designs for varying operating conditions.
机译:建立了一种设计度量,该度量适当地量化了空间补偿器耦合到所选结构模式并去耦合到所有其他结构模式的能力。此度量由开环可控性和可观察性Gramians的汉克尔奇异值形成,并且计算效率高。提出了三种设计方法来最大化设计度量值:候选集方法,遗传算法方法和最近邻方法。根据系统的传递函数和经典补偿器设计目标(即环路整形,高频滚降,带宽限制)讨论了每种方法的最佳结果。如在简单支撑的平板测试结构上所展示的,每种设计方法的应用通过确定与所选结构模式良好耦合的最佳换能器设计来提高闭环性能。每种最佳设计也无法很好地与取消选择的模式耦合。这些方法提供了“空间环路形状”自适应结构的能力,这通过修改执行器到传感器的频率响应函数和系统环路增益来证明。讨论并比较了每种设计方法的收益和好处。候选集方法显示受所考虑的候选集的丰富度限制。遗传算法方法在确定换能器的位置和尺寸以实现最大设计度量值方面非常有效。在遗传算法方法中,开发了强制解码器以将换能器尺寸限制在给定范围内。最后,最近邻方法通过对换能器进行整形,进一步提高了设计指标值。当遗传算法方法确定最佳的换能器位置和尺寸,并且最接近的邻居方法确定最终的换能器设计时,将获得最大的设计度量值。传感器是自适应结构设计过程不可或缺的一部分。结论是,应该重点放在设计要控制的自适应结构上,而不是设计用于自适应结构的控制器上。未来工作的建议是开发使空间补偿器设计适应各种工况的技术。

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