Title :
Research on Fault Line Detecting Based on Empirical Mode Decomposition (EMD) in Resonant Grounded Systems
Author :
Li Bin ; Shu Hong-chun
Author_Institution :
Fac. of Chem. Eng., Kunming Univ. of Sci. & Technol., Kunming
Abstract :
In resonant grounded power distribution systems, it is difficult to identify the fault line due to weak current and unstable fault arc after single phase-to-earth fault occurring. On the base of analyzing characters of the steady and the transient signal of zero-sequence-current, a new method of fault-line selection by using empirical mode decomposition (EMD) is proposed. Decompose the transient signal of each line into a finite and often small number intrinsic mode decomposition (IMF). Main eigenvalues are contained in each IMF component. And the effective component contents within an IMF is different from others. With Hilbert transform we can calculate instantaneous frequency. Based on the principle that transient information of fault-line contains that of all healthy lines and the mean value of instantaneous frequency in fault-line is the maximum we can detect and select fault circuit. Lots of digital simulation results show that the proposed method is effective and reliable.
Keywords :
Hilbert transforms; earthing; eigenvalues and eigenfunctions; fault currents; fault diagnosis; power distribution faults; power distribution protection; power system transients; Hilbert transform; digital simulation; eigenvalues; empirical mode decomposition; fault arc; fault line detection; intrinsic mode decomposition; power distribution systems; resonant grounded systems; single phase-to-earth fault; transient signal decomposition; zero-sequence current; Arc discharges; Circuit faults; Electrical fault detection; Fault detection; Fault diagnosis; Frequency; Power distribution; Resonance; Signal analysis; Transient analysis;
Conference_Titel :
Power and Energy Engineering Conference, 2009. APPEEC 2009. Asia-Pacific
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-2486-3
Electronic_ISBN :
978-1-4244-2487-0
DOI :
10.1109/APPEEC.2009.4918686