Ts. Sidhu et al., AN ABDUCTIVE INFERENCE TECHNIQUE FOR FAULT-DIAGNOSIS IN ELECTRICAL-POWER TRANSMISSION NETWORKS, IEEE transactions on power delivery, 12(1), 1997, pp. 515-522
This paper introduces a system modeling concept and a new algorithm ba
sed on abductive inference for handling diagnostic problems in electri
cal power transmission networks, The overall technique relies on the i
nherent functional and logical relationships between system elements s
uch as lines, buses, relays and breakers to generate a diagnostic mode
l rather than on experientially derived heuristics. This approach allo
ws for a systematic implementation scheme that is more readily adapted
to any power system, Logical models for relays, breakers, lines and b
uses are presented along with examples on how these models can be inte
rconnected to represent a power system, The resulting system model can
simulate the ''forward'' behavior of a power system, Inputs to the fo
rward model consist of disorders or disturbances, and the outputs are
manifestations or alarms, Using abductive logic, a ''reverse'' system
model can be generated, This system model takes the alarms as inputs a
nd produces a diagnosis by generating sets of disorders or disturbance
s that explain the observed alarms.