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Draft: Sensor Fault Detection

Federico Lolli requested to merge sensor-fault-detection into main

This proposal includes different changes throughout the repository, particularly it introduces:

  • Fast Fourier Transform (tested and benchmarked, not enough though)
  • SlidingWindow class (common use cases includes online filters)
  • Online Filters
    • Low Pass filter
    • Median Filter
      • including Exact and adjustable window sizes
  • SVM model
  • Sensor Fault Detection "fake" sensor
Edited by Federico Lolli

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