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The trends and challenges of fiber reinforced additive manufacturing

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TLDR
The current trends and challenges that FRAM is bringing to AM ecosystem are reported, including the impact of fiber orientations and fraction on the performance of parts, improving the printing parameters, and other subjects.
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FDM-Based 3D Printing of Polymer and Associated Composite: A Review on Mechanical Properties, Defects and Treatments.

TL;DR: The most common defects on printed parts, in particular the void formation, surface roughness and poor bonding between fibre and matrix, are explored and an inclusive discussion on the effectiveness of chemical, laser, heat and ultrasound treatments to minimize these drawbacks is provided.
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Review on design and structural optimisation in additive manufacturing: Towards next-generation lightweight structures

TL;DR: In this article, the state-of-the-art developments in the design for additive manufacturing (DfAM) and structural optimisation, becomes vital for successfully shaping the future AM-landscape.

A review on stereolithography and its applications in biomedical engineering

TL;DR: Stereolithography is a solid freeform technique (SFF) that was introduced in the late 1980s as discussed by the authors, which has the highest fabrication accuracy and an increasing number of materials that can be processed is becoming available.
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A critical review on 3D printed continuous fiber-reinforced composites: History, mechanism, materials and properties

TL;DR: In this article, a review of the mechanism of embedding different continuous fibers into different plastics and their microstructural and mechanical properties including predicting models have been critically reviewed and based on the limitations of current technology future research directions have been defined.
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Environmental impact of food packaging materials: a review of contemporary development from conventional plastics to polylactic acid based materials

TL;DR: The continent of Africa is proposed as a rich source of fibres and fillers that can be sustainably exploited to fabricate green composites in a bid to achieve a circular economy.
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Book

Machine Learning: An Artificial Intelligence Approach

TL;DR: This book contains tutorial overviews and research papers on contemporary trends in the area of machine learning viewed from an AI perspective, including learning from examples, modeling human learning strategies, knowledge acquisition for expert systems, learning heuristics, discovery systems, and conceptual data analysis.
Journal ArticleDOI

Anisotropic material properties of fused deposition modeling ABS

TL;DR: In this article, the properties of FDM parts fabricated by the FDM 1650 were analyzed using a Design of Experiment (DOE) approach, such as raster orientation, air gap, bead width, color and model temperature.
Book

Metal fatigue in engineering

TL;DR: In this paper, the authors present methods proven successful in practice, such as safe-life, fail-safe, forecasting of service reliability, monitoring, and inspection; macroscopic and microscopic aspects of fatigue behavior; principles for determining fatigue crack growth and final fracture; scatter of data and statistical methods; environmental factors; and fatigue of joints and compounds.
Journal ArticleDOI

The status, challenges, and future of additive manufacturing in engineering

TL;DR: Future directions such as the "print-it-all" paradigm, that have the potential to re-imagine current research and spawn completely new avenues for exploration are pointed out.
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