Title :
Decentralized Fault Diagnosis and Its Hardware Implementation for Distribution Substations
Author_Institution :
Grad. Inst. of Autom. Technol., Nat. Taipei Univ. of Technol., Taipei, Taiwan
fDate :
4/1/2012 12:00:00 AM
Abstract :
Fault diagnosis is vital for power system operation. This paper presents a hardware-efficient algorithm and the implementation of its field-programmable gate arrays (FPGAs) for substation fault diagnosis. The developed algorithm uses logic-based matrix operations in the inference procedures, which lend itself suitable for hardware implementation. The hardware implemented fault diagnosis system (HIFDS) can achieve high-speed inference and has some advantages over traditional approaches. The performance of the proposed HIFDS is evaluated by the example of a typical substation of Taipower (Taiwan Power Company). The experimental results show that the hardware prototype is feasible for practical applications.
Keywords :
SCADA systems; fault diagnosis; field programmable gate arrays; power distribution faults; substation protection; substations; FPGA; decentralized fault diagnosis; distribution substation; field programmable gate array; hardware efficient algorithm; hardware implementation; hardware implemented fault diagnosis system; high speed inference; inference procedure; logic based matrix operation; substation fault diagnosis; Circuit breakers; Circuit faults; Fault diagnosis; Field programmable gate arrays; Relays; Substations; Vectors; Field-programmable gate array (FPGA); power supervisory control and data-acquisition (SCADA) systems; substation fault diagnosis;
Journal_Title :
Power Delivery, IEEE Transactions on
DOI :
10.1109/TPWRD.2011.2179949