1 research outputs found
Hardware implementation of auto-mutual information function for condition monitoring
This study is aimed at showing applicability of mutual information, namely
auto-mutual information function for condition monitoring in electrical motors,
through age detection in accelerated motor aging. Vibration data collected in
artificial induction motor experiment is used for verification of both the
original auto-mutual information function algorithm and its hardware
implementation in Verilog, produced from an initial version made with Matlab
HDL (Hardware Description Language) Coder. A conceptual model for industry and
education based on a field programmable logic array development board is
developed and demonstrated on the auto-mutual information function example,
while suggesting other applications as well. It has also been shown that
attractor reconstruction for the vibration data cannot be straightforward