Title :
Fault pattern recognition in power system engineering
Author :
Zhang, Yagang ; Liu, Yutao ; Wang, Xiaozhe ; Wang, Zengping
Author_Institution :
Key Lab. of Power Syst. Protection & Dynamic Security Monitoring & Control, North China Electr. Power Univ., Baoding, China
Abstract :
In the paper, we will introduce a new approach of pattern recognition theory. In the control of power systems, the prerequisite of protection device´s accurate, fast and reliable performance is its corresponding fault type and fault location can be detected quickly and defined exactly. In our researches, global information will be introduced into the backup protection system, basing on linear discriminant analysis of pattern recognition theory, we are going to seek after for the data characteristics of electrical quantities´ marked changes by analyzing and computing real-time PMU measurements, so that we carry out fast and exact discrimination of fault components and fault sections.
Keywords :
fault location; pattern recognition; phase measurement; power system control; power system faults; backup protection system; fault location; fault pattern recognition theory; linear discriminant analysis; phasor measurement unit; power system engineering; real-time PMU measurement; Control systems; Pattern recognition; Power engineering and energy; Power system analysis computing; Power system control; Power system faults; Power system protection; Power system reliability; Reliability engineering; Systems engineering and theory; PMU; linear discriminant function; pattern recognition; power system engineering;
Conference_Titel :
Industrial Mechatronics and Automation, 2009. ICIMA 2009. International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-3817-4
DOI :
10.1109/ICIMA.2009.5156572