- ML models were implemented for predicting the Melt-Flow-Rate (MFR) in polymers production.
- MFR is a measurement of the polymer’s viscosity, and it constitutes the most fundamental quality specification of the final polymer product.
- Historical data of plant measurements from HELLENiQ ENERGY polypropylene plant in Thessaloniki were used for training and testing the ML model.
- Implementation of preconditioning to remove the burden of correctly time shifting the values and removing noise from the measurements that relate to each quality measurement.
GENERAL PROJECT PROFILE ACTIVITIES RESULTS NEWS
