Title :
An Automated Design Method for Fault Detection and Isolation of Multidomain Systems Based on Object-Oriented Models
Author :
Simon, Stefan ; Liu, Steven
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Kaiserslautern, Kaiserslautern, Germany
fDate :
6/1/2015 12:00:00 AM
Abstract :
In this paper, it is shown that the high automation level of the object-oriented modeling paradigm for physical systems can significantly rationalize the design procedure of fault detection and isolation (FDI) systems. Consequently, an object-oriented FDI method for complex engineering systems consisting of subsystems from different physical domains like mechatronic systems, commercial vehicles, and chemical process plants is developed. The mathematical composition of the objects corresponding to the subsystems results in a differential algebraic equation (DAE) that describes the overall system. This DAE is automatically analyzed and transferred into a set of residual generators that enable a two-stage FDI procedure for multiple fault modes.
Keywords :
algebra; fault diagnosis; object-oriented methods; software fault tolerance; DAE; FDI system; automated design method; differential algebraic equation; fault detection-and-isolation system; multidomain systems; object-oriented modeling paradigm; residual generators; two-stage FDI procedure; Analytical models; Circuit faults; Engines; Equations; Libraries; Mathematical model; Object oriented modeling; Automated design of fault detection and isolation (FDI) systems; model-based diagnosis; object-oriented modeling of multidomain systems;
Journal_Title :
Mechatronics, IEEE/ASME Transactions on
DOI :
10.1109/TMECH.2014.2330904
