The components of the incipient failure detection and
predictive maintenance system are: an expert system
engine. a map of a utility's distribution system. a
knowledge base. mathematical and neural network models
of system components. historical database of
measurements. a distribution system state estimator,
conditions database, and a fault & event locator. Figure I
shows a block diagram of the expert system and the major
components of the FDPM system.