Title :
Intelligent method for protection coordination
Author :
So, C.W. ; Li, K.K.
Author_Institution :
Hong Kong Polytech Univ., China
Abstract :
This paper presents the application of artificial intelligence in protection coordination. It can substantially improve the coordination of protection relay operations. The relay settings and coordination requirements are formulated into a set of constraint equations and an objective function is developed to manage the relay settings by the time coordination method (TCM). Modified evolutionary programming (MEP) is employed to search for the optimum relay settings with maximum satisfaction of coordination constraints. The results show that the intelligent method for protection coordination can optimize the protection relay settings, reduce relay mis-coordinated operations, and increase supply reliability. The efficiency of TCM taking the fault current changes into consideration is also discussed in this paper.
Keywords :
artificial intelligence; evolutionary computation; mathematical programming; power engineering computing; power system protection; power system reliability; relay protection; relays; artificial intelligence; constraint equations; intelligent method; modified evolutionary programming; objective function; protection coordination; protection relay operations; protection relay settings; relay miscoordinated operations reduction; supply reliability; time coordination method; Artificial intelligence; Circuit faults; Digital relays; Equations; Fault currents; Modems; Power system protection; Power system relaying; Power system reliability; Protective relaying;
Conference_Titel :
Electric Utility Deregulation, Restructuring and Power Technologies, 2004. (DRPT 2004). Proceedings of the 2004 IEEE International Conference on
Print_ISBN :
0-7803-8237-4
DOI :
10.1109/DRPT.2004.1338525