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Transform Process Data into Measurable Insights.
Transform Process Data into Measurable Insights.
Slow labs delay critical process control and reduce process optimization effectiveness. Revoluen deploys real-time inferential models, drawing on our team's specialized experience in complex units, to ensure tighter control and faster, data-driven optimization.
Our Method
- Variable & Process Understanding – Work closely with plant engineers to identify a clear inferential scope aligned with process reality.
- Data Preparation & Validation – Clean, synchronize, and analyze plant historian data to ensure data quality for accruate inferentials.
- Model Development – Use engineering intuition and statistical rigour to build linear, nonlinear, or hybrid model using regression and machine learning.
- Cross-Validation & Tuning – Ensure robustness under changing operating conditions.
- Integration with APC, DCS, Historian – Deploy inferentials for online use within control or monitoring systems.
- Performance Monitoring – Maintain model accuracy over time with periodic revalidation.