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factory-io

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A digital twin of an industrial PID tank level control system built with Siemens S7-1500 (TIA Portal v17), Factory I/O, and WinCC HMI — extended with a Python/Snap7 data historian and a Random Forest predictive maintenance classifier for valve leakage and sensor drift detection.

  • Updated Apr 15, 2026
  • Python

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