3D printing in construction: state of the art and applications

Pan, Yifan; Zhang, Haoyang; Da-kang, Zhang; Song, Yuying

doi:10.1007/s00170-021-07213-0

Cited by 36 publications

(18 citation statements)

References 51 publications

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“…Pioneering technological strides have seen 3D printing revolutionize diverse sectors like soft robotics and construction, although certain concerns remain [70]. Soft robotics have benefitted tremendously from 3D printing, with applications spanning from minimally invasive surgical instruments to intelligent valves [71].…”

Section: Tracing the Growth And Impact Of 3d Printingmentioning

confidence: 99%

Advancing 3D Printing through Integration of Machine Learning with Algae‐Based Biopolymers

Bin Abu Sofian,

Lim,

Chew

et al. 2024

ChemBioEng Reviews

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The integration of machine learning (ML) with algae‐derived biopolymers in 3D printing is a burgeoning area with the potential to revolutionize various industries. This review article delves into the challenges and advancements in this field, starting with the critical problem it addresses the need for sustainable and efficient additive manufacturing processes. Algae‐based biopolymers, such as alginate and carrageenan, are explored for their viability in 3D printing, highlighting their environmental benefits and technical challenges. The role of ML in enhancing material selection, predictive modeling, and quality control is examined, showcasing how this synergy leads to significant improvements in 3D printing processes. Key findings include the enhanced mechanical properties of algae‐based biopolymers and the optimization of printing parameters through ML algorithms. Examples like the use of Spirulina in creating a range of materials and the application of carrageenan in bone tissue engineering are discussed. The conclusion underscores the transformative impact of combining ML with algae‐based biopolymers in 3D printing, paving the way for innovative, sustainable solutions in additive manufacturing. Despite existing challenges, this integration holds promise for a future of advanced, eco‐friendly manufacturing techniques.

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Section: Tracing the Growth And Impact Of 3d Printingmentioning

confidence: 99%

Advancing 3D Printing through Integration of Machine Learning with Algae‐Based Biopolymers

Bin Abu Sofian,

Lim,

Chew

et al. 2024

ChemBioEng Reviews

View full text Add to dashboard Cite

show abstract

“…Despite this basic familiarity, research shows that practitioners require a deeper understanding of the implementation notion at hand. According to Besklubova et al, Elias Ali and Pan et al [58][59][60], while this is an obvious need for the residential construction industry, earlier research on residential 3D building in Malaysia has not made the connection to OPS. A project is regarded as successful if it is finished on schedule, under budget, and to a high enough quality standard as determined by OPS.…”

Section: Introductionmentioning

confidence: 99%

Impact of 3D Printing on the Overall Project Success of Residential Construction Projects Using Structural Equation Modelling

Waqar

Othman

Pomares

2023

IJERPH

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After a decade of research and development, 3D printing is now an established technique in the construction sector, complete with its own set of accepted standards. The use of 3D printing in construction might potentially improve the outcome of the project as a whole. However, traditional strategies are often used in the residential construction industry in Malaysia, which causes serious public safety and health issues along with a negative impact on the environment. In the context of project management, overall project success (OPS) has five dimensions, such as cost, time, quality, safety, and environment. Understanding the role of 3D printing in relation to OPS dimensions in Malaysian residential construction projects would allow construction professionals to adopt 3D printing more easily. The aim of the study was to find the impact of 3D construction printing on OPS while considering the implications for all five dimensions. Fifteen professionals were interviewed to first evaluate and summarise the impact factors of 3D printing using the current literature. Then, a pilot survey was conducted, and the results were checked using exploratory factor analysis (EFA). The feasibility of 3D printing in the building sector was investigated by surveying industry experts. Partial least squares structural equation modelling was used to investigate and validate the fundamental structure and linkages between 3D printing and OPS (PLS-SEM). A strong correlation was found between 3D printing in residential projects and OPS. Highly positive implications are indicated by the environmental and safety dimensions of OPS. Malaysian decision-makers may look to the outcomes of introducing 3D printing into the residential construction industry as a modern method for increasing environmental sustainability, public health and safety, reducing cost and time, and increasing the quality of construction work. With this study’s findings in hand, construction engineering management in Malaysia’s residential building sector might benefit from a deeper understanding of how 3D printing is used for improving environmental compliance, public health and safety, and project scope.

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“…Such actions may be the by-product of a desire to forecast the impact of digital design tools and technologies used in practices today (Wang et al, 2020), especially for the popularisation such digital design processes to be adopted in architectural and construction industries (Li and Zhao, 2016). In fact, both Siddika et al (2019) and Pan et al (2021) have argued that apart from Singapore and China, governments are yet to set a national building code for digitalisation in AEC for local applications. In turn, the absence of such popularisation and building standards limit the opportunities for digitalisation of design processes to assist in the design of housing for individuals with specific and dynamic needs.…”

Section: Introductionmentioning

confidence: 99%

Optimisation of a Design-to-Fabrication Framework for Individualised Homeless Housing Design in Melbourne, Australia

Anam,

Tan

2023

Proc. Des. Soc.

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Digital design tools and technologies offer new opportunities for designers to generate a diverse range of design solutions. Previous research have discussed the multifaceted use of such technologies for 1) rapid visualisations, 2) generating design options, and 3) predicting design solutions. However, such research have focused more on simplifying design for fabrication and less on the integration of individual needs in design processes. This research adopts a human-centric design approach to merge user-to-design and design-to-fabrication processes. Through a scoping review on homelessness, design, and fabrication, we contribute a user-design-fabrication framework devised for the specific and dynamic needs of homeless individuals living in Melbourne, Australia. Our findings suggests that to optimise digital design processes for individuals with specific and dynamic needs, designers need to understand, translate, and embed the social, design, and fabrication complexities of a design problem. Future research should therefore test the real-world application of our user-design-fabrication framework and evaluate the impact of such digital design processes, for the provision of more individualised homeless housing design solutions.

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3D printing in construction: state of the art and applications

Cited by 36 publications

References 51 publications

Advancing 3D Printing through Integration of Machine Learning with Algae‐Based Biopolymers

Advancing 3D Printing through Integration of Machine Learning with Algae‐Based Biopolymers

Impact of 3D Printing on the Overall Project Success of Residential Construction Projects Using Structural Equation Modelling

Optimisation of a Design-to-Fabrication Framework for Individualised Homeless Housing Design in Melbourne, Australia

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