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Summer of FPGA
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Summer of FPGA
Blog Blog 1: Anomaly detection using CMOD 7 FPGA
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  • Author Author: vishwasn
  • Date Created: 31 Jan 2022 6:46 PM Date Created
  • Views 657 views
  • Likes 6 likes
  • Comments 0 comments
  • fpga
  • Digilent Cmod S7
  • summer of fpga
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Blog 1: Anomaly detection using CMOD 7 FPGA

vishwasn
vishwasn
31 Jan 2022

Initial thoughts and things planned:

After the industrial revolution in the 18th-century machines are vital parts of humans and they are very much essential to fulfill the demands of the fast-growing world. We as engineers should try to

reduce the complexity and solve the existing problems for the betterment of society. Industrial machines play a vital role in the mass production of goods such as food and clothing. Any downtime in these

industries might cause a huge disruption in the supply chain causing huge chaos in the demand and supply balance. With the help of FPGA, we can build an audio classifier that can identify the anomaly in

the machine just by analyzing the sound. This solution will be predictive maintenance for industrial motors using the FPGA.

It can classify the audio data from normal operation to abnormal operation.

image

The Block diagram is as shown in the above diagram. I would like to explore more on this end by including a small FFT algorithm to clean out the data.

Since there are many blogs already explaining the procedure for getting started with vivado or microblaze I will skip that step. 

Let's see how our project goes. 

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