Fault detection and isolation of a polyethylene reactor using asynchronous measurements

  • Authors:

  • Charles W. McFall;David Muñoz De La Peña;Ben Ohran;Panagiotis D. Christofides;James F. Davis

  • Affiliations:

  • Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA;Departmento de Ingeniería de Sistemas y Automática, Universidad de Sevilla, Sevilla, Spain;Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA;Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA and Department of Electrical Engineering, University of California, Los Angeles, CA;Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA

  • Venue:
  • ACC'09 Proceedings of the 2009 conference on American Control Conference
  • Year:
  • 2009

Quantified Score

Hi-index 0.00

Visualization

Abstract

This work applies the method of fault-detection and isolation for nonlinear processes when some process variable measurements are available at regular sampling intervals and the remaining process variables are measured at an asynchronous rate to a gas-phase polyethylene reactor model. First, the fault-detection and isolation (FDI) scheme that employs model-based techniques for the isolation of faults is reviewed. The FDI scheme provides detection and isolation of any fault that enters into the differential equation of only synchronously measured states, and grouping of faults that enter into the differential equation of any asynchronously measured state. For a fully coupled process system, fault-detection occurs shortly after a fault takes place, and fault isolation, limited by the arrival of asynchronous measurements, occurs when asynchronous measurements become available. Fault-tolerant control methods with a supervisory control component are then employed to achieve stability in the presence of actuator failures using control system reconfiguration. Numerical simulations of the polyethylene reactor are performed, demonstrating the applicability and performance of the proposed fault-detection and isolation and fault-tolerant control method in the presence of asynchronous measurements.