Header menu link for other important links
X
High-speed fault classification in power lines: Theory and FPGA-based implementation
Published in
2009
Volume: 56
   
Issue: 5
Pages: 1793 - 1800
Abstract
This paper presents a fast hardware-efficient logic for fault detection and classification in transmission lines, implemented using a field-programmable gate array (FPGA). The general-purpose SPARTAN3E FPGA was employed for developing the prototype, with all the coding done using a hardware description language (HDL) called very high speed integrated circuit (VHDL). The proposed logic employs only one-terminal current samples and is based on wavelet analysis. Depending on the amount of high frequency components in the current signals after processing, the faults are classified into ten types. The Real Time Windows Target Toolbox of MATLAB was used to apply the current signal inputs to the prototype in real time. An adaptive threshold value is chosen, rather than a fixed threshold in the case of faults involving the ground, to make the classification reliable and accurate. The fault classification time is 6 ms, which is about 1/3 of the power frequency cycle (20 ms). A high level of computational efficiency is achieved as compared to the other wavelet-transform-based algorithms, since only the high frequency details at first level are employed in this algorithm. The validity of the proposed logic was exhaustively tested by simulating various types of faults on a system modeled in the Electromagnetic Transients Program/Alternative Transients Program. The proposed logic was found to be highly reliable and accurate, even in the presence of fault resistance. © 2009 IEEE.
About the journal
JournalIEEE Transactions on Industrial Electronics
ISSN02780046
Open AccessNo
Concepts (23)
  •  related image
    CIRCUIT FAULTS
  •  related image
    Fault classification
  •  related image
    FIELD-PROGRAMMABLE GATE ARRAY (FPGA) IMPLEMENTATION
  •  related image
    Power system transients
  •  related image
    TRANSFORMS
  •  related image
    Transmission line protection
  •  related image
    Bandpass filters
  •  related image
    Computational efficiency
  •  related image
    Computer hardware description languages
  •  related image
    Electric fault location
  •  related image
    Electric lines
  •  related image
    Electric power system protection
  •  related image
    Electric power transmission networks
  •  related image
    Fault detection
  •  related image
    Field programmable gate arrays (fpga)
  •  related image
    Integrated circuits
  •  related image
    Logic gates
  •  related image
    Mathematical transformations
  •  related image
    MATLAB
  •  related image
    Power transmission
  •  related image
    Transient analysis
  •  related image
    Transmission line theory
  •  related image
    Multiresolution analysis