Title :
Comparisons of RAS20 relay operating characteristic parameters evaluation methods between Digital Recorded Algorithm and other eight methods
Author :
Feng-Jih Wu ; Chao-Yuan Cheng ; Horng-Lin Shieh
Author_Institution :
Dept. of Electr. Eng., St. John´s Univ., Taipei, Taiwan
Abstract :
The paper applies the Digital Recorded Algorithm (DRA) to evaluate the characteristic parameters of conventional overcurrent relays. Based on Singular Value Decomposition, the curves are fitted with an equation in state space under modal coordinates. Then, this study compares the DRA with the Adaptive Network and Fuzzy Inference System. Finally, compares with the average of absolute values of percentage errors of coefficient analytical model, fuzzy and six Adaptive Network and Fuzzy Inference System models, and DRA method for RSA20 relay and also demonstrates its accuracy and identification robustness.
Keywords :
curve fitting; fuzzy reasoning; overcurrent protection; relay protection; singular value decomposition; DRA method; RAS20 relay operating characteristic; adaptive network; coefficient analytical model; curve fitting; digital recorded algorithm; fuzzy inference system; overcurrent relays; parameter evaluation methods; singular value decomposition; Abstracts; Adaptive Network and Fuzzy Inference System; Digital Recorded Algorithm; Operating characteristics; Overcurrent characteristic parameters;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2013 International Conference on
Conference_Location :
Tianjin
DOI :
10.1109/ICMLC.2013.6890887