Monitoring and handling of actuator faults in two-tier control systems for nonlinear processes |
| |
Authors: | Jinfeng Liu Benjamin J Ohran David Muñoz de la Peña Panagiotis D Christofides James F Davis |
| |
Affiliation: | 1. Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA 90095-1592, USA;2. Departamento de Ingeniería de Sistemas y Automática, Universidad de Sevilla, Camino de los Descubrimientos S/N, 41092 Sevilla, Spain;3. Department of Electrical Engineering, University of California, Los Angeles, CA 90095-1592, USA |
| |
Abstract: | This work focuses on the monitoring and reconfiguration of two-tier control systems applied to general nonlinear processes in the presence of control actuator faults. Specifically, a general class of nonlinear process systems is first considered and is controlled by a two-tier control system integrating a local control system using continuous sensing/actuation with a networked control system using asynchronous sensing/actuation. To deal with control actuator faults that may occur in the closed-loop system and eliminate the ability of the two-tier control system to stabilize the process, a fault detection and isolation (FDI) and fault-tolerant control (FTC) system is designed which detects and isolates actuator faults and determines how to reconfigure the two-tier control system to handle the actuator faults and ensure closed-loop stability. The FDI/FTC system uses continuous measurements of process variables like temperature and asynchronous measurements of variables like species concentrations. We develop reconfiguration-based FTC schemes that effectively deal with faults in the actuators of both the local and networked control systems. A detailed mathematical analysis is carried out to determine precise conditions for the stabilizability of the FDI/FTC system. The method is demonstrated using a reactor-separator process consisting of two continuously stirred tank reactors and a flash tank separator with recycle stream. |
| |
Keywords: | |
本文献已被 ScienceDirect 等数据库收录! |
|