Title :
Hierarchical fault tolerant control using component based models
Author :
Clements, N. Scott ; Heck, Bonnie ; Vachtsevanos, George
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
This paper presents a hierarchical Fault Tolerant Control architecture using a component-based model of a complex system. In this model, components (actuators, sensors, linkages, etc.) are modeled individually with the interactions between components represented by an interconnection structure. The Fault Tolerant Control strategy has three levels to the hierarchy. The highest level encompases Fault Detection and Identification (FDI) to identify failure conditions. The middle level then redistributes the available control authority among healthy subsystems, calculates optimal control setpoints to maintain stability of the system, and adjusts local controller gains to boost system performance. The lowest level consists of the local subsystems and corresponding controllers. As an example, this approach is applied to a multi-tank process in the presence of a stuck actuator.
Keywords :
fault tolerant control; hierarchical systems; interconnected systems; optimal control; stability; FDI; actuator; component based model; control authority; fault detection and identification; hierarchical fault tolerant control; interconnection structure; multitank process; optimal control setpoint; system stability; Fault diagnosis; Fault tolerance; Fault tolerant systems; Optimization; Sensors; Valves; Vectors; Control of Complex Systems; Emerging Control Technologies; Fault and Uncertainty Modeling in Dynamical Systems; Fault-Tolerant Control; Identification for Control;
Conference_Titel :
Control Conference (ECC), 2001 European
Conference_Location :
Porto
Print_ISBN :
978-3-9524173-6-2