Intelligent model-based diagnostics for system monitoring, diagnosis and maintenance
First Claim
1. A diagnostic method for a system, comprising:
- (a) generating a model for the system, (b) establishing at least one fault condition associated with the system;
(c) running at least one test design on the model for the system;
(d) evaluating performance of the at least one test design with respect to the at least one fault condition; and
(e) establishing one or more performance limits for the system based on the performance evaluation.
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Abstract
Systems and methods are provided for monitoring, diagnosis and condition-based maintenance of mechanical systems. The disclosed systems and methods employ intelligent model-based diagnostic methodologies to effectuate such monitoring, diagnosis and maintenance. According to exemplary embodiments of the present disclosure, the intelligent model-based diagnostic methodologies combine or integrate quantitative (analytical) models and graph-based dependency models to enhance diagnostic performance. The disclosed systems and methods may be employed a wide variety of applications, including automotive, aircraft, power systems, manufacturing systems, chemical processes and systems, transportation systems, and industrial machines/equipment.
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Citations
21 Claims
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1. A diagnostic method for a system, comprising:
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(a) generating a model for the system, (b) establishing at least one fault condition associated with the system;
(c) running at least one test design on the model for the system;
(d) evaluating performance of the at least one test design with respect to the at least one fault condition; and
(e) establishing one or more performance limits for the system based on the performance evaluation. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17)
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18. A diagnostic system for providing diagnostics with respect to a system, comprising:
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(a) a plurality of subsystem-resident local agents in communication with said system, each of the subsystem-resident local agents being adapted to make diagnostic determinations with respect to said system based, at least in part, on a design matrix, (b) a system-level agent in communication with said plurality of subsystem-resident local agents, said system-level agent being adapted to combine diagnostic determinations by said plurality of subsystem-resident local agents;
wherein said design matrix is established by;
(i) generating a model for the system, (ii) establishing at least one fault condition associated with the system, (iii) running at least one test design on the model, (iv) evaluating performance of the at least one test design with respect to the at least one fault condition, and (v) establishing the design matrix to include one or more performance limits for the system based on the performance evaluation. - View Dependent Claims (19, 20, 21)
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Specification