论文信息 - A Parallel Implementation of Model based On-Line Failure Detection and Isolation

A Parallel Implementation of Model based On-Line Failure Detection and Isolation

A significant class of model based failure detection and isolation techniques relies on parity equations to generate residuals. A set of parity equations forms a diagnostic model and several models may be used in parallel to improve sensitivity and robustness. Both the equations within a model and the parallel models are ideally suited for parallel implementation. Such an implementation on one level of the massively parallel GAM Pyramid machine is described in the paper.

Janos Gertler | Ahmed Bennani | Tom Phillips

[1] Janos Gertler. A numerical-structural approach to failure detection and isolation in complex plants , 1986, 1986 25th IEEE Conference on Decision and Control.

[2] Alan S. Willsky,et al. A survey of design methods for failure detection in dynamic systems , 1976, Autom..

[3] Janos Gertler,et al. A new structural framework for parity equation-based failure detection and isolation , 1990, Autom..

[4] David Singer,et al. Augmented Models for Statistical Fault Isolation in Complex Dynamic Systems , 1985, 1985 American Control Conference.

[5] J.J. Gertler,et al. Survey of model-based failure detection and isolation in complex plants , 1988, IEEE Control Systems Magazine.

[6] A. Willsky,et al. Analytical redundancy and the design of robust failure detection systems , 1984 .

[7] T. Phillips,et al. Microcode generation for the control of a massively parallel computer , 1988, Proceedings., 2nd Symposium on the Frontiers of Massively Parallel Computation.