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Modelling, simulation and real-time control of a laboratory tide generation system

机译:实验室潮汐生成系统的建模,仿真和实时控制

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摘要

Small-scale experiments allow to reproduce and understand phenomena and to draw inferences about large-scale processes. In this paper, we consider a peculiar experimental apparatus which is aimed at reproducing a typical lagoonal environment subject to tidal forcings. This apparatus is useful for performing morphometric analyses of synthetic tidal networks. The quality of these kind of experiments strongly depends on the behaviour of the artificial tide that has to exhibit predefined characteristics. To this aim, the height of the artificial water wave is controlled in real-time. The experimental apparatus has an intrinsic complexity and it represents an example of a multi-domain physical system. In order to design and to assess suitable control strategies, we have developed a Matlab.based simulation environment which is able to reproduce the behaviour of the artificial tide generation system. The dynamic model is calibrated and validated by using real experimental data and it can be seen as an extremely useful tool in the decision making process of the real control system development. In particular, we have designed, tuned, and tested a model-free control algorithm, that is the intelligent-PI (i-PI). Finally, the proposed controller has been implemented on a real-time hardware and then its performance has been compared with that of a standard regulator for different type of experiments.
机译:小规模的实验可以重现和理解现象,并可以推断出大规模的过程。在本文中,我们考虑一种特殊的实验设备,旨在再现受潮汐强迫作用的典型泻湖环境。该设备可用于执行合成潮汐网络的形态分析。这些实验的质量在很大程度上取决于必须表现出预定特征的人工潮汐的行为。为此,实时控制人造水波的高度。实验设备具有内在的复杂性,它代表了多域物理系统的示例。为了设计和评估合适的控制策略,我们开发了一个基于Matlab的仿真环境,该环境能够重现人工潮汐产生系统的行为。通过使用实际实验数据对动态模型进行校准和验证,可以将其视为在实际控制系统开发的决策过程中非常有用的工具。特别是,我们已经设计,调整和测试了无模型控制算法,即智能PI(i-PI)。最后,所提出的控制器已在实时硬件上实现,然后将其性能与标准调节器的性能进行了比较,以用于不同类型的实验。

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