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A Hierarchical MPC Scheme for Coordination of Independent Systems With Shared Resources and Plug-and-Play Capabilities

机译:具有共享资源和即插即用功能的独立系统协调的分层MPC方案

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This paper describes a hierarchical control scheme for the coordination of independent, asymptotically stable, and square systems with joint input and output constraints. At the higher layer of the control structure, a centralized model predictive control (MPC) problem is solved at a slow rate based on a reduced order model of the overall system to fulfill the global output request under shared resources. At the lower layer, fast MPC controllers are designed for each subsystem to remove the effects of the model mismatch introduced at the higher layer, satisfy local constraints and optimize the individual performance. The proposed algorithm allows to dynamically modify the control configuration according to plug-and-play operations. Theoretical results of feasibility and convergence are proven and a simulation study is reported to witness the potentialities of the method.
机译:本文介绍了具有关节输入和输出约束的独立,渐近稳定和方形系统的协调的层次控制方案。在控制结构的较高层中,基于整个系统的减少的顺序模型以慢速速率解决了集中式模型预测控制(MPC)问题,以满足共享资源下的全局输出请求。在下层,快速MPC控制器专为每个子系统而设计,以消除在更高层引入的模型失配的效果,满足局部约束并优化各个性能。所提出的算法允许根据即插即用操作动态修改控制配置。证明了可行性和收敛性的理论结果,据报道,仿真研究见证了该方法的潜力。

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