Gray‐Box Modeling of the Molecular Weight Distribution in a Batch Polymerization Reactor
Abstract: We introduce a gray‐box approach for modeling the molecular weight distribution in step‐growth polymerization reactions using the aggregation population balance equation. The approach is based on extracting a data‐based kernel function from in‐process measurements of the molecular weight distribution. The method is applied to historical data from an industrial batch polymerization reactor. The resulting model is used for decision support in production by predicting the reaction endpoint corresponding to a target molecular weight. The accuracy of the predictions proved to be sufficient for the deployment of the method.
- Location
-
Deutsche Nationalbibliothek Frankfurt am Main
- Extent
-
Online-Ressource
- Language
-
Englisch
- Bibliographic citation
-
Gray‐Box Modeling of the Molecular Weight Distribution in a Batch Polymerization Reactor ; day:16 ; month:05 ; year:2023 ; extent:11
Chemie - Ingenieur - Technik ; (16.05.2023) (gesamt 11)
- Creator
-
Bordas, Balazs
Kurt, Kutup
Bamberg, Andreas
Engell, Sebastian
- DOI
-
10.1002/cite.202200234
- URN
-
urn:nbn:de:101:1-2023051615431290082319
- Rights
-
Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
- Last update
-
14.08.2025, 10:58 AM CEST
Data provider
This object is provided by:
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.
Associated
- Bordas, Balazs
- Kurt, Kutup
- Bamberg, Andreas
- Engell, Sebastian
Other Objects (12)
Gray-box modeling of the molecular weight distribution in a batch polymerization reactor
Optimal operation of semi-batch polymerization reactors
Greywater Treatment with a Submerged Membrane Sequencing Batch Reactor
Fouling During Polymerization in Different Continuous Reactor Setups
Anwendung des Sequencing-batch-reactor-(SBR-)Verfahrens zur biologischen Abwasserreinigung
Scenario integrated optimization of semi-batch reactor operation under safety constraints
Living Polymerization to Ultra-High Molecular Weight and Dye-Labeled Polyethylene for Single-Molecule Fluorescence Microscopy and Reactor Blends
Real-time monitoring polymerization degree of organic photovoltaic materials toward no batch-to-batch variations in device performance
Hydrothermal gasification of glucose and starch in a batch and continuous reactor
Treatment of High Strength Vegetable Processing Wastewater with a Sequencing Batch Reactor
Reactor blending with early/late transition metal catalystcombinations in ethylene polymerization
bAtch BATCH
Gray-box modeling of the molecular weight distribution in a batch polymerization reactor
Optimal operation of semi-batch polymerization reactors
Greywater Treatment with a Submerged Membrane Sequencing Batch Reactor
Fouling During Polymerization in Different Continuous Reactor Setups
Anwendung des Sequencing-batch-reactor-(SBR-)Verfahrens zur biologischen Abwasserreinigung
Scenario integrated optimization of semi-batch reactor operation under safety constraints
Living Polymerization to Ultra-High Molecular Weight and Dye-Labeled Polyethylene for Single-Molecule Fluorescence Microscopy and Reactor Blends
Real-time monitoring polymerization degree of organic photovoltaic materials toward no batch-to-batch variations in device performance
Hydrothermal gasification of glucose and starch in a batch and continuous reactor
Treatment of High Strength Vegetable Processing Wastewater with a Sequencing Batch Reactor
Reactor blending with early/late transition metal catalystcombinations in ethylene polymerization
bAtch BATCH
Gray-box modeling of the molecular weight distribution in a batch polymerization reactor
Optimal operation of semi-batch polymerization reactors
Greywater Treatment with a Submerged Membrane Sequencing Batch Reactor
Fouling During Polymerization in Different Continuous Reactor Setups
Anwendung des Sequencing-batch-reactor-(SBR-)Verfahrens zur biologischen Abwasserreinigung
Scenario integrated optimization of semi-batch reactor operation under safety constraints
Living Polymerization to Ultra-High Molecular Weight and Dye-Labeled Polyethylene for Single-Molecule Fluorescence Microscopy and Reactor Blends
Real-time monitoring polymerization degree of organic photovoltaic materials toward no batch-to-batch variations in device performance
Hydrothermal gasification of glucose and starch in a batch and continuous reactor
Treatment of High Strength Vegetable Processing Wastewater with a Sequencing Batch Reactor
Reactor blending with early/late transition metal catalystcombinations in ethylene polymerization