The Turbine Generator On-line Monitoring and Diagnostic Expert System described in this paper improves power plant reliability and eases operator work load during Daily Start-up and Shutdown (DSS) operation.
The expert system has the following features: (1) diagram-based domain-specific knowledge representation models to describe the large volume of expertise (about 5, 000 rules) for knowledge acquisition and for reasoning explanation, (2) the diagnosis reasoning process is divided into two parts, real time diagnosis and detailed diagnosis, so that the approximated causes which require immediate corrective measures can be identified in real-time basis (1_??_2s), and the detailed causes, which are mostly used for maintenance planning, and therefore, do not need immediate corrective actions, can also be obtained (though much time, about 1 cause/minute, is required for detailed diagnosis).
This paper covers system configuration, knowledge representation, inference strategy and man-machine interface. We completed a prototype of this system and will carry out the field test in 1989.
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