Additive manufacturing of self-sensing parts through material extrusion

References

• Akmal JS, Salmi M, Björkstrand R, et al. Switchover to industrial additive manufacturing: dynamic decision-making for problematic spare parts. Int J Oper Prod Manage. 2022;42(13):358–384. doi: 10.1108/IJOPM-01-2022-0054
   Web of Science ®Google Scholar
• ISO/ASTM 52900. ISO/ASTM 52900:2021(en) additive manufacturing – general principles – terminology. 2nd ed. Geneva: ISO/ASTM International 2015; 2021.
   Google Scholar
• Baumers M, Holweg M. On the economics of additive manufacturing: experimental findings. J Oper Manage. 2019;65(8):794–809. doi: 10.1002/joom.1053
   Web of Science ®Google Scholar
• Hague R, Mansour S, Saleh N. Material and design considerations for rapid manufacturing. Int J Prod Res. 2004;42(22):4691–4708. doi: 10.1080/00207840410001733940
   Web of Science ®Google Scholar
• Kukko K, Akmal JS, Kangas A, et al. Additively manufactured parametric universal clip-system: an open source approach for aiding personal exposure measurement in the breathing zone. Appl Sci. 2020;10(19):6671. doi: 10.3390/APP10196671
   Google Scholar
• Akmal J, Macarie M, Björkstrand R, et al. Defect detection in laser-based powder bed fusion process using machine learning classification methods. IOP Conf Ser: Mater Sci Eng. 2023;1296(1):012013, doi: 10.1088/1757-899x/1296/1/012013
   Google Scholar
• Araújo N, Pacheco V, Costa L. Smart additive manufacturing: the path to the digital value chain. Technologies. 2021;9(4):88, doi: 10.3390/technologies9040088
   Web of Science ®Google Scholar
• Bi K, Lin D, Liao Y, et al. Additive manufacturing embraces big data. Prog Addit Manuf. 2021;6(2):181–197. doi: 10.1007/s40964-021-00172-8
   Google Scholar
• Wang L, Alexander CA. Additive manufacturing and big data. Int J Math Eng Manage Sci. 2016;1(3):107–121. doi: 10.33889/ijmems.2016.1.3-012
   Google Scholar
• Akmal JS, Salmi M, Mäkitie A, et al. Implementation of industrial additive manufacturing: intelligent implants and drug delivery systems. J Funct Biomater. 2018;9(3):41. doi: 10.3390/jfb9030041
   PubMedGoogle Scholar
• Binnard M. Design by composition for rapid prototyping. New York: Stanford University; 1999.
   Google Scholar
• Cham JG, Pruitt BL, Cutkosky MR, et al. Layered manufacturing with embedded components: process planning considerations. Proceedings of the ASME design engineering technical conference. 1999;4:93–101. doi: 10.1115/DETC99/DFM-8910
   Google Scholar
• Kataria A, Rosen DW. Building around inserts: methods for fabricating complex devices in stereolithography. Rapid Prototyp J. 2001;7(5):253–261. doi: 10.1108/13552540110410459
   Web of Science ®Google Scholar
• Prinz FB, Weiss LE. Novel applications and implementations of shape deposition manufacturing. Nav Res Rev. 1998;50:19–26.
   Google Scholar
• Akmal JS. Switchover to additive manufacturing: dynamic decision-making for accurate, personalized and smart end-use parts. Helsinki: Aalto University; 2022.
   Google Scholar
• Feldhausen T, Yelamanchi B, Gomez A, et al. Embedding ceramic components in metal structures with hybrid directed energy deposition. Int J Adv Manuf Technol. 2023;125(9–10):4425–4433. doi: 10.1007/s00170-023-10812-8
   Web of Science ®Google Scholar
• Castillo S, Muse D, Medina F, et al. Electronics integration in conformal substrates fabricated with additive layered manufacturing. 20th annual international solid freeform fabrication symposium, SFF 2009. 2009;730–737.
   Google Scholar
• Gutierrez C, Salas R, Hernandez G, et al. Cubesat fabrication through additive manufacturing and micro-dispensing. 44th international symposium on microelectronics 2011, IMAPS 2011. 2011;2:1021–1027. doi: 10.4071/isom-2011-tha4-paper3
   Google Scholar
• Lopes AJ, MacDonald E, Wicker RB. Integrating stereolithography and direct print technologies for 3D structural electronics fabrication. Rapid Prototyp J. 2012;18(2):129–143. doi: 10.1108/13552541211212113
   Web of Science ®Google Scholar
• Martinez AC, Schiaffino EM, Aranzola AP, et al. Multiprocess 3D printing of sodium-ion batteries via vat photopolymerization and direct ink writing. J Phys Energy. 2023;5(4). doi: 10.1088/2515-7655/acf958
   Google Scholar
• Espalin D, Muse DW, MacDonald E, et al. 3D printing multifunctionality: structures with electronics. Int J Adv Manuf Technol. 2014;72(5–8):963–978. doi: 10.1007/s00170-014-5717-7
   Web of Science ®Google Scholar
• Kim C, Espalin D, Cuaron A, et al. Cooperative tool path planning for wire embedding on additively manufactured curved surfaces using robot kinematics. J Mech Robot. 2015;7(2). doi: 10.1115/1.4029473
   Google Scholar
• Saari M, Cox B, Richer E, et al. Fiber encapsulation additive manufacturing: an enabling technology for 3D printing of electromechanical devices and robotic components. 3D Print Addit Manuf. 2015;2(1):32–39. doi: 10.1089/3dp.2015.0003
   Google Scholar
• Shemelya C, Cedillos F, Aguilera E, et al. Encapsulated copper wire and copper mesh capacitive sensing for 3-D printing applications. IEEE Sens J. 2015;15(2):1280–1286. doi: 10.1109/JSEN.2014.2356973
   Web of Science ®Google Scholar
• Anisoprint Sarl. Continuous fiber 3D printing for manufacturing of optimal composites; 2020. https://anisoprint.com/.
   Google Scholar
• Markforged. Industrial additive manufacturing platform | Markforged; 2022. https://markforged.com/.
   Google Scholar
• Bashmal S, Siddiqui M, Arif AFM. Experimental and numerical investigations on the mechanical characteristics of carbon fiber sensors. Sensors. 2017;17(9). doi: 10.3390/s17092026
   PubMed Web of Science ®Google Scholar
• Elimat ZM, Hussain WT, Zihlif AM. PAN-based carbon fibers/PMMA composites: thermal, dielectric, and DC electrical properties. J Mater Sci: Mater Electron. 2012;23(12):2117–2122. doi: 10.1007/s10854-012-0712-y
   Web of Science ®Google Scholar
• Kumar SS, Akmal JS, Salmi M. 4D printing of shape memory polymer with continuous carbon fiber. Prog Addit Manuf. 2023. doi: 10.1007/s40964-023-00553-1
   Google Scholar
• Luan C, Yao X, Shen H, et al. Self-sensing of position-related loads in continuous carbon fibers-embedded 3D-printed polymer structures using electrical resistance measurement. Sensors. 2018;18(4). doi: 10.3390/s18040994
   Web of Science ®Google Scholar
• Saifeldeen MA, Fouad N, Huang H, et al. Advancement of long-gauge carbon fiber line sensors for strain measurements in structures. J Intell Mater Syst Struct. 2017;28(7):878–887. doi: 10.1177/1045389X16665974
   Web of Science ®Google Scholar
• ASTM. D790-03-standard test method for flexural properties of unreinforced and reinforced plastics and electrical insulation materials (Patent D 790–03). ASTM Standards (D 790–03); 2015.
   Google Scholar