TY - JOUR
T1 - Centrifuge-Free Separation of Solution-Exfoliated 2D Nanosheets via Cross-Flow Filtration
AU - Downing, Julia R.
AU - Diaz-Arauzo, Santiago
AU - Chaney, Lindsay E.
AU - Tsai, Daphne
AU - Hui, Janan
AU - Seo, Jung Woo T.
AU - Cohen, Deborah R.
AU - Dango, Michael
AU - Zhang, Jinrui
AU - Williams, Nicholas X.
AU - Qian, Justin H.
AU - Dunn, Jennifer Marie
AU - Hersam, Mark C.
N1 - Funding Information:
The National Science Foundation (NSF) supported this work through the Scalable Nanomanufacturing Program (NSF Award Number CMMI‐1727846) and NSF MADE‐PUBLIC Future Manufacturing Research Grant Program (NSF Award Number CMMI‐2037026). J.R.D. also acknowledges the National Consortium for Graduate Degrees for Minorities in Engineering and Science (GEM) Fellowship co‐administered by the 3M Company and Northwestern University. This work made use of the EPIC facility and Keck‐II facilities of the Northwestern University NUANCE Center, which has received support from the Soft and Hybrid Nanotechnology Experimental (SHyNE) Resource (NSF ECCS‐1542205), the MRSEC program (NSF DMR‐1720139) at the Materials Research Center, the International Institute for Nanotechnology (IIN), the Keck Foundation, and the State of Illinois. This work also made use of the MatCI facility at Northwestern University, which was supported by the MRSEC program (NSF DMR‐1720139). The authors also acknowledge Sonal Rangnekar for consultation on graphene ink development and Chen Ling for data analysis support.
Publisher Copyright:
© 2023 The Authors. Advanced Materials published by Wiley-VCH GmbH.
PY - 2023
Y1 - 2023
N2 - Solution-processed graphene is a promising material for numerous high-volume applications including structural composites, batteries, sensors, and printed electronics. However, the polydisperse nature of graphene dispersions following liquid-phase exfoliation poses major manufacturing challenges, as incompletely exfoliated graphite flakes must be removed to achieve optimal properties and downstream performance. Incumbent separation schemes rely on centrifugation, which is highly energy-intensive and limits scalable manufacturing. Here, cross-flow filtration (CFF) is introduced as a centrifuge-free processing method that improves the throughput of graphene separation by two orders of magnitude. By tuning membrane pore sizes between microfiltration and ultrafiltration length scales, CFF can also be used for efficient recovery of solvents and stabilizing polymers. In this manner, life cycle assessment and techno-economic analysis reveal that CFF reduces greenhouse gas emissions, fossil energy usage, water consumption, and specific production costs of graphene manufacturing by 57%, 56%, 63%, and 72%, respectively. To confirm that CFF produces electronic-grade graphene, CFF-processed graphene nanosheets are formulated into printable inks, leading to state-of-the-art thin-film conductivities exceeding 104 S m−1. This CFF methodology can likely be generalized to other van der Waals layered solids, thus enabling sustainable manufacturing of the diverse set of applications currently being pursued for 2D materials.
AB - Solution-processed graphene is a promising material for numerous high-volume applications including structural composites, batteries, sensors, and printed electronics. However, the polydisperse nature of graphene dispersions following liquid-phase exfoliation poses major manufacturing challenges, as incompletely exfoliated graphite flakes must be removed to achieve optimal properties and downstream performance. Incumbent separation schemes rely on centrifugation, which is highly energy-intensive and limits scalable manufacturing. Here, cross-flow filtration (CFF) is introduced as a centrifuge-free processing method that improves the throughput of graphene separation by two orders of magnitude. By tuning membrane pore sizes between microfiltration and ultrafiltration length scales, CFF can also be used for efficient recovery of solvents and stabilizing polymers. In this manner, life cycle assessment and techno-economic analysis reveal that CFF reduces greenhouse gas emissions, fossil energy usage, water consumption, and specific production costs of graphene manufacturing by 57%, 56%, 63%, and 72%, respectively. To confirm that CFF produces electronic-grade graphene, CFF-processed graphene nanosheets are formulated into printable inks, leading to state-of-the-art thin-film conductivities exceeding 104 S m−1. This CFF methodology can likely be generalized to other van der Waals layered solids, thus enabling sustainable manufacturing of the diverse set of applications currently being pursued for 2D materials.
KW - graphene
KW - life cycle assessment
KW - liquid-phase exfoliation
KW - printed electronics
KW - tangential flow filtration
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U2 - 10.1002/adma.202212042
DO - 10.1002/adma.202212042
M3 - Article
C2 - 36934307
AN - SCOPUS:85154018437
SN - 0935-9648
JO - Advanced Materials
JF - Advanced Materials
ER -