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Plug-and-play fault diagnosis and control-reconfiguration for a class of nonlinear large-scale constrained systems

机译:一类的即插即用故障诊断和控制重新配置   非线性大规模约束系统

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摘要

This paper deals with a novel Plug-and-Play (PnP) architecture for thecontrol and monitoring of Large-Scale Systems (LSSs). The proposed approachintegrates a distributed Model Predictive Control (MPC) strategy with adistributed Fault Detection (FD) architecture and methodology in a PnPframework. The basic concept is to use the FD scheme as an autonomous decisionsupport system: once a fault is detected, the faulty subsystem can be unpluggedto avoid the propagation of the fault in the interconnected LSS. Analogously,once the issue has been solved, the disconnected subsystem can bere-plugged-in. PnP design of local controllers and detectors allow theseoperations to be performed safely, i.e. without spoiling stability andconstraint satisfaction for the whole LSS. The PnP distributed MPC is derivedfor a class of nonlinear LSS and an integrated PnP distributed FD architectureis proposed. Simulation results show the effectiveness and the potential of thegeneral methodology.
机译:本文讨论了一种新颖的即插即用(PnP)架构,用于控制和监视大型系统(LSS)。所提出的方法在PnP框架中将分布式模型预测控制(MPC)策略与分布式故障检测(FD)体系结构和方法集成在一起。基本概念是将FD方案用作自治决策支持系统:一旦检测到故障,就可以拔出故障子系统,以避免故障在互连的LSS中传播。类似地,一旦问题解决,就可以重新插入断开连接的子系统。本地控制器和检测器的PnP设计允许安全地执行这些操作,即不会破坏整个LSS的稳定性和约束满意度。推导了一类非线性LSS的PnP分布式MPC,并提出了一种集成的PnP分布式FD架构。仿真结果表明了通用方法的有效性和潜力。

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