通信网络中存在故障时互联非线性系统的分散模型预测控制

S. V. Naghavi, A. Safavi
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引用次数: 1

摘要

现代工业中的大多数过程是物理分布的,通常由不同的子系统组成,其特点是相互作用显著。在本文中,我们研究了一种分散模型预测控制(DMPC)方法,用于这些系统在有限运动水平上存在未知时刻发生的多个故障。此外,控制策略的实施可以通过基于分组的通信网络来实现。将分散控制策略与在线逼近方法相结合,以处理未知互连效应和多故障。在一定的约束条件下,通过DMPC算法对每个子系统实现该结构。同时,在网络化控制系统框架下对所提出的结构进行了研究。证明了该方法在一定的假设条件下保证了局部子系统和全局系统的输入-状态稳定性。给出了一个示例来解释所提出的策略。
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Decentralized Model Predictive Control of interconnected nonlinear systems at the presence of faults over communication network
Most processes in modern industries are physically distributed and generally composed of different subsystems, which characterized by significant interactions. In this paper, we investigate a decentralized Model Predictive Control (DMPC) approach for these systems over finite moving horizon at the presence of multiple faults occurring at unknown time-instants. Besides, the implementation of a control strategy can be achieved via a packet-based communication networks. The decentralized control strategy is combined with an online approximation method to deal with the unknown interconnection effects and multiple faults. This structure is implemented for each subsystem via the DMPC algorithm subject to some constraints. Meanwhile, the proposed structure is studied in the networked control system framework. It is proved that the proposed method guarantees input-to-state stability characterization for both local subsystems and the global system under some predetermined assumptions. The illustrative example is presented to explain the proposed strategy.
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