Title :
Prototype for hierarchical process condition monitoring
Author :
Desforges, M.J. ; Marjanovic, O. ; Lennox, B. ; Sandox, D.J.
Author_Institution :
Control Technol. Centre, Manchester Univ., UK
Abstract :
Recent advances in self-validating sensors and statistical process control algorithms have allowed a hierarchical process condition monitoring system to be developed. The operation of such a system is considered for two typical fault cases using a benchmark simulation. In both cases, robust fault detection and diagnosis is demonstrated. Furthermore, it is shown how control and monitoring systems may utilise condition information to ensure continued process operation.
Keywords :
condition monitoring; fault diagnosis; process monitoring; sensors; statistical process control; benchmark simulation; continued process operation; control and monitoring systems; fault detection; fault diagnosis; model predictive control; process condition monitoring; self-validating sensors; statistical process control;
Journal_Title :
Computing & Control Engineering Journal
DOI :
10.1049/cce:20020506