E. Modeling and Prediction
PREDICTIVE SECURITY MONITORING WITH NEURAL NETWORKS
Case Western Reserve University
and AI WARE Inc., Cleveland, Ohio 44106
In this paper we demonstrate the feasibility of neural network methodology for carrying out real-time analysis of power systems. This methodology will be capable of characterizing the near-term transient stability of the system, as well as perform mid-term and long-term dynamic security analyses. We distinguish between the two tasks in the following manner. In the transient stability analysis, we are principally concerned with the question of whether the system can return to a steady ...