A Quality by Design Approach for the Systematic Screening and Optimization of Glucose-Based Polyurethane Foams

Abstract Sugar-based polyurethane (PU) foams represent an important advancement in structured materials offering a more sustainable alternative to traditional PU foams derived from petro-based polyols. These PU foams can hold particular importance in fields such as construction, packaging, biomedical materials, and medical devices. Hitherto, the development relies on a trial-and-error basis or, at most, by changing one-factor-at-a-time (OFAT). Unfortunately, these methods are inefficient and prone to miss the intended goals. In this study, we apply a Quality by Design (QbD) strategy, integrating systematic experimental design and data-driven approaches, to optimize sugar-based PU foam formulations for integration into a pathogen-monitoring device and identify key factors affecting their properties. The effects of surfactant, water, catalyst, chain extender, and isocyanate concentrations were evaluated using statistical design of experiments (DoE), and the amount of water was identified as the most influential factor. An optimized formulation was obtained with 0.58% (w/w) water, 5.69% (w/w) surfactant, and 34.26% (w/w) toluene diisocyanate (TDI), with butanediol excluded due to its minor impact on foam’s performance and the water being the most impactful factor. This optimized formulation was synthesized and validated with the final material being able to absorb liquids, support capillary flow, and maintain physical integrity and glucose content. This approach enabled the tailored development of sugar-based PU foams to meet the specific application requirements.

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Publication Details

Journal
Journal of Polymers and the Environment
Published
2025-03-22
DOI
https://doi.org/10.1007/s10924-025-03555-y
Citations
2
Primary Topic
Polymer composites and self-healing
Type
article
Field-Weighted Citation Impact
1.21

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article

A Quality by Design Approach for the Systematic Screening and Optimization of Glucose-Based Polyurethane Foams

Marco S. Reis, Marta Santos, Marcos Mariz, Paula Ferreira et al.
2 citations
Journal of Polymers and the Environment
Polymer composites and self-healing
1.21
article

A Quality by Design Approach for the Systematic Screening and Optimization of Glucose-Based Polyurethane Foams

Marco S. Reis, Marta Santos, Marcos Mariz, Paula Ferreira, Breno Fernandes Barreto Sampaio, Susana Alarico
article en
2 citations

Abstract

Abstract Sugar-based polyurethane (PU) foams represent an important advancement in structured materials offering a more sustainable alternative to traditional PU foams derived from petro-based polyols. These PU foams can hold particular importance in fields such as construction, packaging, biomedical materials, and medical devices. Hitherto, the development relies on a trial-and-error basis or, at most, by changing one-factor-at-a-time (OFAT). Unfortunately, these methods are inefficient and prone to miss the intended goals. In this study, we apply a Quality by Design (QbD) strategy, integrating systematic experimental design and data-driven approaches, to optimize sugar-based PU foam formulations for integration into a pathogen-monitoring device and identify key factors affecting their properties. The effects of surfactant, water, catalyst, chain extender, and isocyanate concentrations were evaluated using statistical design of experiments (DoE), and the amount of water was identified as the most influential factor. An optimized formulation was obtained with 0.58% (w/w) water, 5.69% (w/w) surfactant, and 34.26% (w/w) toluene diisocyanate (TDI), with butanediol excluded due to its minor impact on foam’s performance and the water being the most impactful factor. This optimized formulation was synthesized and validated with the final material being able to absorb liquids, support capillary flow, and maintain physical integrity and glucose content. This approach enabled the tailored development of sugar-based PU foams to meet the specific application requirements.

Journal of Polymers and the EnvironmentVol. 33(6)
Polytechnic Institute of Coimbra (PT), Research Center for Natural Resources, Environment and Society (PT), University of Coimbra (PT)
Universidade de Coimbra
Openalex Percentile: Top 25%
Polymer composites and self-healing
1.21
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