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ON THE IMPLEMENTATION OF ADAPTIVE INVERSE CONTROL TO VIRTUAL TRANSFER SYSTEMS

机译:关于对虚拟传输系统的自适应逆控制的实现

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The potential of real-time hybrid simulation (RTHS) has been increasingly explored over the last twenty years, bringing numerous methods into focus, both from a scientific and a technological perspective. In contrast to other forms of hybrid simulation, such as pseudo-dynamic substructuring, RTHS poses significant challenges in both its numerical and experimental counterparts, mainly due to the hard real-time constraints that must be met during each execution of the associated control loop. As far as the numerical substructure is concerned, the time step of the numerical integration scheme should conform to the step of the real time control loop. This is quite demanding for substructures of increasing complexity and usually necessitates the introduction of a reduced order model [1]. The numerical substructure is linked to the physical one through a transfer system, which brings additional complexity into the loop, as it is characterized by its own dynamics. Here, issues involving the accurate reproduction of the control signal, the elimination of the inherited time delay, the control-structure interaction and the rejection of all disturbance sources, are still subject to intensive research. Among other considerations, the application of adaptive inverse control (AIC) methods [2] has shown quite good performance in terms of accurate time-series reproduction. In this study, we explore further the effectiveness of AIC via its implementation to a recently published virtual RTHS benchmark problem [3]. In specific, we adopt a filtered-X AIC framework and we report on its effectiveness in modelling the control plant (e.g. transfer system and physical substructure) under representative input signals, partitioning schemes and parametric uncertainties. Our assessment shows a high degree of efficacy and robustness for the proposed AIC architecture and suggests further investigation, mainly in actual RTHS tests.
机译:在过去的二十年中,实时混合模拟(第一个)的潜力越来越多地探讨,从科学和技术角度来看,将众多方法带入重点。与其他形式的混合模拟相反,例如伪动态子结构,第三在其数值和实验对应物中存在重大挑战,主要是由于在每个执行相关控制回路期间必须满足的硬实时约束。就数值子结构而言,数值积分方案的时间步长应符合实时控制回路的步骤。这对于增加复杂性的子结构非常苛刻,并且通常需要引入减少的订单模型[1]。数值子结构通过传送系统链接到物理,这将额外的复杂性带入循环中,因为它的特征在于它自己的动态。这里,涉及控制信号的精确再现的问题,消除继承的时间延迟,控制结构相互作用和所有干扰源的抑制,仍然受到密集的研究。在其他因素中,自适应逆控制(AIC)方法的应用在准确的时间序列再现方面已经表现出相当好的性能。在这项研究中,我们通过其实施进一步探讨了对最近发表的虚拟第一个基准问题的效果[3]。具体而言,我们采用过滤器的X AIC框架,我们报告了在代表输入信号,分区方案和参数不确定度下对控制厂(例如转移系统和物理子结构)建模的有效性。我们的评估为拟议的AIC架构表现出高度的效力和鲁棒性,并提出进一步调查,主要是在实际的第Rth测试中。

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