C. Tinguely et al., KNOWLEDGE-BASE FOR AN EXPERT-SYSTEM USED FOR STEADY-STATE SECURITY ANALYSIS, INTERNATIONAL JOURNAL OF ELECTRICAL POWER AND ENERGY SYSTEMS, 16(1), 1994, pp. 49-59
The purpose of this paper is to present a way to acquire some knowledg
e for the development of an expert system for security analysis. The p
aper discusses principally the problem of security in steady state and
especially the problem of overloaded branches. The proposed method is
based on a hybrid approach which includes rules and numerical computa
tions to evaluate the effect of outages on the power system. The basic
idea is to use a systematic analysis of the single contingencies to b
uild a knowledge base. In real time the knowledge base is used to perf
orm a single contingency analysis around the working point for which t
he base case has been calculated. The same knowledge base is also used
to carry out a double contingency analysis at the working point for w
hich it has been established. Rules are extracted by considering simil
arities between the knowledge bases obtained for different characteris
tic operating states. An advantage of the proposed method is that, by
using filtering, it provides a general way to extract rules for each c
ontingency.