ML driving the optimization of novel synthesis of bio-based and biodegradable polymers.
POLYMERS-5B: Synthesis of bio-based and biodegradable polymers from monomers from renewable biowastes via biocatalysis and green chemistry to contribute to european circular bioeconomy.
POLYMERS-5B aims to develop novel alternative biobased polymers synthesized from biobased monomers (diacids, diols, diamines, hydroxyacids, aminoacids, aromatic and phenolic compounds, fatty acids, oils, furans), sourced from underexploited second generation (2G) feedstocks such as agri/food waste (Tomato and Olive wastes) and biomass (wood pulp and lignin derivatives), obeying the food first and cascading principle.
The project resorts to Biocatalysis and Green Chemistry processes to generate novel biobased polymers like polyesters and polyamides with pendent functional groups, (e.g., hydroxy, carboxylic, amine, epoxy, thiol, others), polyphenols and poly-furans, that mimic fossil-based polymers properties (e.g., polyethene terephthalate-PET, Polyurethanes-PUs, Acrylonitrile butadiene styrene-ABS, Amine and other polymeric resins), targeting improved biodegradability.
These new polymers are blended to provide valuable bio-composites and polymeric materials for the textile, automotive, furniture and polymeric resin markets. Machine Learning (ML) tools drives the optimization of the developed technologies towards minimum resource usage “zero waste” and “zero pollution”, while technological, economic, and environmental sustainability aspects are incorporated early in the design phase by adopting Sustainable by Design (SSbD) approaches. This sustainable strategy contributes to an increase in the availability of monomers, biobased polymers & plastic materials synthesized in the EU, that meet the Green Deal targets, reducing the carbon footprint and dependency on fossil-based raw materials and derivatives.
Our main tasks
- Online data management platform.
- Model-based optimization of bio-renewable monomer extraction.
- AI tools for modelling and optimization of polymer synthesis.
- Modelling and simulation of polymer and polymeric prototypes with tailor-made properties.
Partners
ASSOCIACAO DO INSTITUTO SUPERIOR TECNICO INVESTIGACAO | BONLEX EUROPE | CENTIMFE | CHIRALVISION | FACULTY OF TECHNOLOGY NOVI SAD | FUNDACIO EURECAT | IBER-OLEFF | IDENER.AI | ISQ&CTAG AUTOMOTIVE TECHNOLOGIES | LATVIAN STATE INSTITUTE OF WOOD CHEMISTRY | MAX PLANCK SOCIETY | NSB PROJECTStart date – finish date
06 / 2024 - 05 / 2028
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement Nº 101157840