- Faced with missing or corrupted data due to sensor failures, network disruptions, and maintenance, reducing reliability.
- Incurred high costs and delays from physical tests and simulations for predictive maintenance and optimization.
- Failed to capture complex sensor data relationships, leading to inaccurate predictions and control actions.