Title :
Application of simulated annealing to power system protection assessment
Author :
Singh, C. ; Hiskens, I.A. ; Kumar, P.R.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Newcastle Univ., NSW, Australia
Abstract :
Simulated annealing has been applied to find the critical energy in an energy-based power system protection assessment algorithm. This critical energy is the minimum potential energy on surfaces defined by protection operating characteristics. Simulated annealing converges reliably, even though the feasible region is non-convex. Convergence may be quite slow though. An adaptation which significantly improves the convergence rate by selectively suppressing the random direction is proposed and illustrated
Keywords :
convergence of numerical methods; power system planning; power system protection; probability; simulated annealing; convergence; minimum potential energy; optimisation; power system protection; probability; protection assessment; random direction suppression; simulated annealing; Analytical models; Computational modeling; Error correction codes; Potential energy; Power system protection; Power system reliability; Power system simulation; Power system stability; Simulated annealing; Voltage;
Conference_Titel :
Decision and Control, 1998. Proceedings of the 37th IEEE Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
0-7803-4394-8
DOI :
10.1109/CDC.1998.758627