3D Printing of Biodegradable Polymers and their Composites – Current State-of-the-art, Properties, Applications, and Machine Learning for Potential Future Applications

TY - JOUR

T1 - 3D Printing of Biodegradable Polymers and their Composites – Current State-of-the-art, Properties, Applications, and Machine Learning for Potential Future Applications

AU - Dananjaya, Vimukthi

AU - Chevali, V. S.

AU - Dear, J. P.

AU - Potluri, Prasad

AU - Abeykoon, Chamil

PY - 2024/7/7

Y1 - 2024/7/7

N2 - This review paper comprehensively examines the dynamic landscape of 3D printing and Machine Learning utilizingbiodegradable polymers and their composites, presenting a panoramic synthesis of research developments,technological achievements, and emerging applications. By investigating a multitude of biodegradable polymertypes, the review paper delineates their suitability and compatibility with diverse 3D printing methodologies anddemonstrates the merit of machine learning techniques, in future manufacturing processes. Moreover, this reviewpaper focuses on the intricacies of material preparation, design adaptation as well as post-processing techniquestailored for biodegradable polymers, elucidating their pivotal role in achieving structural integrity and functionalexcellence. From biomedical implants and sustainable packaging solutions to artistic creations, the paper unveils theexpansive spectrum of practical implementations, thus portraying the multifaceted impact of this technology. Whilstoutlining prevalent challenges such as mechanical properties and recycling, this review paper concurrently surveysongoing research endeavors aimed at addressing these limitations. In essence, this review encapsulates thetransformative potential of 3D printing and Machine Learning with biodegradable polymers, providing a roadmapfor future advancements and underscoring its pivotal role in fostering sustainable manufacturing/consumption for thefuture.

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

KW - 3D Printing

KW - Biodegradable polymers

KW - Composite structures

KW - Sustainability

KW - Circular economy

KW - Machine Learning

KW - Sustainable manufacturing

M3 - Review article

SN - 0079-6425

JO - Progress In Materials Science

JF - Progress In Materials Science

ER -