3D printing of biodegradable polymers and their composites – Current state-of-the-art, properties, applications, and machine learning for potential future applications

Article

Dananjaya, S.A.V., Chevali, V.S., Dear, J.P., Potluri, P. and Abeykoon, C.. 2024. "3D printing of biodegradable polymers and their composites – Current state-of-the-art, properties, applications, and machine learning for potential future applications ." Progress in Materials Science. 146. https://doi.org/10.1016/j.pmatsci.2024.101336
Article Title

3D printing of biodegradable polymers and their composites – Current state-of-the-art, properties, applications, and machine learning for potential future applications

ERA Journal ID42015
Article CategoryArticle
AuthorsDananjaya, S.A.V., Chevali, V.S., Dear, J.P., Potluri, P. and Abeykoon, C.
Journal TitleProgress in Materials Science
Journal Citation146
Article Number101336
Number of Pages86
Year2024
PublisherElsevier
Place of PublicationUnited Kingdom
ISSN0079-6425
1873-2208
Digital Object Identifier (DOI)https://doi.org/10.1016/j.pmatsci.2024.101336
Web Address (URL)https://www.sciencedirect.com/science/article/pii/S0079642524001051
Abstract

This review paper comprehensively examines the dynamic landscape of 3D printing and Machine Learning utilizing biodegradable polymers and their composites, presenting a panoramic synthesis of research developments, technological achievements, and emerging applications. By investigating a multitude of biodegradable polymer types, the review paper delineates their suitability and compatibility with diverse 3D printing methodologies and demonstrates the merit of machine learning techniques, in future manufacturing processes. Moreover, this review paper focuses on the intricacies of material preparation, design adaptation as well as post-processing techniques tailored for biodegradable polymers, elucidating their pivotal role in achieving structural integrity and functional excellence. From biomedical implants and sustainable packaging solutions to artistic creations, the paper unveils the expansive spectrum of practical implementations, thus portraying the multifaceted impact of this technology. Whilst outlining prevalent challenges such as mechanical properties and recycling, this review paper concurrently surveys ongoing research endeavors aimed at addressing these limitations. In essence, this review encapsulates the transformative potential of 3D printing and Machine Learning with biodegradable polymers, providing a roadmap for future advancements and underscoring its pivotal role in fostering sustainable manufacturing/consumption for the future.

Keywords3D Printing, Biodegradable polymers, Composite structures, Sustainability, Circular economy, Machine Learning, Sustainable manufacturing
Article Publishing Charge (APC) FundingOther
Contains Sensitive ContentDoes not contain sensitive content
ANZSRC Field of Research 2020401401. Additive manufacturing
401609. Polymers and plastics
401602. Composite and hybrid materials
4611. Machine learning
Byline AffiliationsUniversity of Moratuwa, Sri Lanka
Swinburne University of Technology
Centre for Future Materials
Imperial College London, United Kingdom
University of Manchester, United Kingdom
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