Keywords: Digital twin, Industry 4.0, simulation-based calibration
Digital twins are revolutionizing calibration by simulating sensor behavior under real-world conditions:
Implementation Steps:
Create a 3D model of your temperature sensor network.
Feed historical data (e.g., drift patterns) into machine learning algorithms.
Predict calibration intervals with 95% accuracy.
ROI: A chemical plant cut unplanned downtime by 70% using digital twin-driven calibration.