The impact of the risk of build failure on energy consumption in additive manufacturing

Wang, Han; Baumers, Martin; Basak, Shreeja; He, Yinfeng; Ashcroft, Ian

Abstract

Additive manufacturing (AM), also known as 3D printing, is associated with significant promise in the manufacturing sector. However, it has been shown that the risk of build failure has a substantial impact on the costs of AM and that this results from a relatively high level of process instability. Importantly, for such a promising technology, the effects of the risk of build failure on energy consumption have not yet been studied, which creates a significant gap in the knowledge of the real environmental performance of AM. This research addresses this gap by investigating the energy consumption of AM subject to the possibility of build failure. This is done by constructing a novel expected energy consumption model, integrating process energy consumption, the energy embedded in the raw material, and the probability of build failure as a function of the number of layers deposited. Model parameters are obtained from a series of build experiments conducted on the AM technology variant polymeric laser sintering, also known as laser powder bed fusion of polymers. The energy consumption model shows that the risk of build failure accounts for a substantial share of overall expected energy consumption, amounting to up to approximately 31% at full capacity utilization. Additionally, this paper uncovers a complex relationship between the risk of build failure and efficiency gains in per unit energy consumption resulting from increasing levels of capacity utilization (Supporting Information S1).

Citation

Wang, H., Baumers, M., Basak, S., He, Y., & Ashcroft, I. (2022). The impact of the risk of build failure on energy consumption in additive manufacturing. Journal of Industrial Ecology, 26(5), 1771-1783. https://doi.org/10.1111/jiec.13318

• Journal Article Type: Article
• Acceptance Date: Jun 17, 2022
• Online Publication Date: Sep 8, 2022
• Publication Date: 2022-10
• Deposit Date: Jul 4, 2022
• Publicly Available Date: Sep 9, 2023
• Journal: Journal of Industrial Ecology
• Print ISSN: 1088-1980
• Electronic ISSN: 1530-9290
• Publisher: Wiley
• Peer Reviewed: Peer Reviewed
• Volume: 26
• Issue: 5
• Pages: 1771-1783
• DOI: https://doi.org/10.1111/jiec.13318
• Keywords: General Social Sciences; General Environmental Science
• Public URL: https://nottingham-repository.worktribe.com/output/8848115
• Publisher URL: https://onlinelibrary.wiley.com/doi/10.1111/jiec.13318
• Additional Information: This is the peer reviewed version of the following article: Wang, H., Baumers, M., Basak, S., He, Y., & Ashcroft, I. (2022). The impact of the risk of build failure on energy consumption in additive manufacturing. Journal of Industrial Ecology, which has been published in final form at https://doi.org/10.1111/jiec.13318