A5101775816- Spectroscopy and Chemometric Analyses
- Water Quality Monitoring and Analysis
- Mineral Processing and Grinding
- Injection Molding Process and Properties
- Advanced Chemical Sensor Technologies
- Machine Learning in Materials Science
State Key Laboratory of Chemical Engineering
2023-2024
Zhejiang University
2023-2024
Polypropylene reactor alloys with distinct structures were synthesized, and machine learning models developed to reveal the relationship between process–structure–properties optimize process conditions.
Abstract This study addresses the challenges of time‐delay and low accuracy in online gas‐phase composition monitoring during olefin copolymerization processes. Three flowmeters based on different mechanisms are installed series to measure real‐time exhaust gas flow rate from reactor. For same flow, three display readings, which vary with properties mixture. Consequently, mixed can be determined by analyzing reading flowmeters. Fitting equations machine learning models, namely decision...