Title :
Fault Diagnosis and control-reconfiguration in Large-Scale Systems: a Plug-and-Play approach
Author :
Riverso, Stefano ; Boem, Francesca ; Ferrari-Trecate, Giancarlo ; Parisini, Thomas
Author_Institution :
Dipt. di Ing. Ind. e dell´Inf., Univ. degli Studi di Pavia, Pavia, Italy
Abstract :
This paper deals with a novel Plug-and-Play (PnP) architecture for the control and monitoring of Large-Scale Systems (LSSs). The proposed approach integrates a distributed Model Predictive Control (MPC) strategy with a distributed Fault Detection (FD) methodology for a class of nonlinear LSS in a PnP framework. The basic concept is to use the FD scheme as an autonomous decision support system: once a fault is detected, the faulty subsystem can be unplugged to avoid the propagation of the fault in the interconnected LSS. Analogously, once the issue has been solved, the disconnected subsystem can be re-plugged-in. PnP design of local controllers and detectors allow these operations to be performed safely, i.e. without spoiling stability and constraint satisfaction for the whole LSS.
Keywords :
decision support systems; distributed control; fault diagnosis; interconnected systems; large-scale systems; nonlinear control systems; predictive control; FD methodology; PnP design; PnP framework; autonomous decision support system; control-reconfiguration; distributed MPC strategy; distributed fault detection; fault diagnosis; faulty subsystem; interconnected LSS; large-scale systems; model predictive control; nonlinear LSS; plug-and-play architecture; Algorithm design and analysis; Convergence; Fault detection; Nickel; Stability analysis; Uncertainty; Vectors;
Conference_Titel :
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-1-4799-7746-8
DOI :
10.1109/CDC.2014.7040166