Title :
Fault analysis of VSC HVDC systems using fuzzy logic
Author :
Paily, Benish ; Kumaravel, S. ; Basu, Malabika ; Conlon, Michael
Author_Institution :
Sch. of Electr. & Electron. Eng., Dublin Inst. of Technol., Dublin, Ireland
Abstract :
The detection and clearance of faults are important for safe and optimal operation of any HVDC system. A feasible method is required for protective control for secure operation of HVDC system during faults. This paper presents the identification and classification of different faults that can occur in a VSC-HVDC system with the help of a fuzzy logic method. Simulation studies of various ac side faults in the VSC-HVDC system such as single-line to ground, double-line to ground, line-line and HVDC transmission line (DC link) faults have been carried out. Based on the study, a Fuzzy Inference Engine (FIE) has been developed for the fault identification in a VSC-HVDC system. The magnitude of dq - axis voltage and current obtained from source 1 voltage and current using the Park transformation are used as input variables in the FIE. The FIE derives a fault index which is used to identify the type of fault occurrence in the HVDC system. A set of simulation results are provided to show the effectiveness of the developed FIE for the power transfer of 110%, 80%, 50%, and 30% from source 1 to source 2 through the HVDC system.
Keywords :
HVDC power transmission; fault diagnosis; fuzzy logic; fuzzy reasoning; power transmission faults; AC side fault; Park transformation; VSC HVDC system; fault analysis; fault classification; fault identification; fuzzy inference engine; fuzzy logic method; high voltage direct current transmission; power transfer; Circuit faults; Fault diagnosis; Fuzzy logic; HVDC transmission; Indexes; Software packages; Voltage measurement; VSC-HVDC; fault analysis; fault classification; fault detection; fuzzy logic;
Conference_Titel :
Signal Processing, Informatics, Communication and Energy Systems (SPICES), 2015 IEEE International Conference on
Conference_Location :
Kozhikode
DOI :
10.1109/SPICES.2015.7091543