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python-snap7

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turqayqnbrv / Digital-Twin-Predictive-Maintenance---PID-Tank-Level-Control-with-TIA-Portal-and-Factory-I-O

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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.

random-forest plc industrial-automation pid-control predictive-maintenance wincc digital-twin process-control tia-portal python-snap7 siemens-s7 factory-io
  • Updated Apr 15, 2026
  • Python

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