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Advanced Digital Solutions - AI Sensors
AI Sensors (soft sensors) use advanced models to estimate critical process variables in real time – delivering insights that lab tests or analyzers can’t provide.Many critical variables can’t be measured easily or cost-effectively:
- Lab analysis is accurate but delayed by hours or days.
- Online analyzers provide real-time data but are expensive and require constant maintenance.
- Indirect indicators (like pH or FOS/TAC) are low-cost but often inaccurate.
The result: delayed decisions, wasted costs, and less stable operations.
AI Sensors are virtual sensors trained on historical and real-time process data. They act as “digital assistants” for your operations, predicting variables that are hard or impossible to measure directly.
With AI Sensors, you can:
- Estimate values like VFA, ammonia, or sludge quality in real time
- Fill gaps between slow lab results
- Replace or supplement costly physical sensors
- Gain actionable insights for smarter decisions
