Extrusion-Based Fused Deposition Modeling for Printing Sensors and Electrodes: Materials, Process Parameters, and Applications

Carlo Massaroni , Vincenzo Saroli , Ziyad Aloqalaa , Daniela Lo Presti , Emiliano Schena

SmartMat ›› 2025, Vol. 6 ›› Issue (4) : e70027

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SmartMat ›› 2025, Vol. 6 ›› Issue (4) : e70027 DOI: 10.1002/smm2.70027
REVIEW

Extrusion-Based Fused Deposition Modeling for Printing Sensors and Electrodes: Materials, Process Parameters, and Applications

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Abstract

Integrating extrusion-based fused deposition modeling (FDM) with advancements in conductive thermoplastic materials is fostering innovation in the fabrication of sensors, electrodes, and printable electronics. This review presents an in-depth analysis of the advantages and disadvantages of FDM compared to other additive manufacturing (AM) techniques, focusing on its unique capacity to create functional components. Various materials, including host materials and conductive filaments, both commercial and custom-made, are examined for their suitability in conductive component fabrication. The impact of key process parameters, such as pre-printing settings, printing parameters (e.g., layer thickness, infill density and pattern, print speed, extrusion width, raster angle and orientation, and bed temperature), and post-printing settings on the performance of conductive filaments is also discussed. The review highlights the working principles and applications of different types of sensors printed using FDM, including strain, pressure, temperature, and acceleration sensors, the fabrication of electrodes for physiological and electrochemical monitoring, showcasing the potential of FDM to integrate multifunctional sensing capabilities in a single build. Finally, the review explores the future prospects of FDM in sensor and electrode manufacturing, identifying key challenges that need to be overcome to further enhance the technology's potential in advanced applications.

Keywords

3D printing / additive manufacturing / electrodes manufacturing / fused deposition modeling / sensors manufacturing

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Carlo Massaroni, Vincenzo Saroli, Ziyad Aloqalaa, Daniela Lo Presti, Emiliano Schena. Extrusion-Based Fused Deposition Modeling for Printing Sensors and Electrodes: Materials, Process Parameters, and Applications. SmartMat, 2025, 6(4): e70027 DOI:10.1002/smm2.70027

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References

[1]

K. V. Wong and A. Hernandez, “A Review of Additive Manufacturing,” ISRN Mechanical Engineering 2012, no. 1 (2012): 1–10.

[2]

O. Abdulhameed, A. Al-Ahmari, W. Ameen, and S. H. Mian, “Additive Manufacturing: Challenges, Trends, and Applications,” Advances in Mechanical Engineering 11, no. 2 (2019): 1687814018822880.

[3]

U. M. Dilberoglu, B. Gharehpapagh, U. Yaman, and M. Dolen, “The Role of Additive Manufacturing in the Era of Industry 4.0,” Procedia Manufacturing 11 (2017): 545–554.

[4]

J. Gardan, “Additive Manufacturing Technologies: State of the Art and Trends,” Additive Manufacturing Handbook (2017): 149–168.

[5]

P. Lakkala, S. R. Munnangi, S. Bandari, and M. Repka, “Additive Manufacturing Technologies With Emphasis on Stereolithography 3D Printing in Pharmaceutical and Medical Applications: A Review,” International Journal of Pharmaceutics: X 5 (2023): 100159.

[6]

M. B. Kumar, P. Sathiya, and M. Varatharajulu, “Selective Laser Sintering,” Advances in Additive Manufacturing Processes (2021): 28.

[7]

R. Chaudhary, P. Fabbri, E. Leoni, F. Mazzanti, R. Akbari, and C. Antonini, “Additive Manufacturing by Digital Light Processing: A Review,” Progress in Additive Manufacturing 8, no. 2 (2023): 331–351.

[8]

B. Bhushan and M. Caspers, “An Overview of Additive Manufacturing (3D Printing) for Microfabrication,” Microsystem Technologies 23, no. 4 (2017): 1117–1124.

[9]

M. Khorasani, E. MacDonald, D. Downing, et al., “Multi Jet Fusion (MJF) of Polymeric Components: A Review of Process, Properties and Opportunities,” Additive Manufacturing 91 (2024): 104331.

[10]

T. N. A. T. Rahim, A. M. Abdullah, and H. Md Akil, “Recent Developments in Fused Deposition Modeling-Based 3D Printing of Polymers and Their Composites,” Polymer Reviews 59, no. 4 (2019): 589–624.

[11]

M. D. Monzon, N. Diaz, A. N. Benitez, M. D. Marrero, and P. M. Hernandez, “Advantages of Fused Deposition Modeling for Making Electrically Conductive Plastic Patterns,” 2010 International Conference on Manufacturing Automation (IEEE: 2010), 37–43.

[12]

K. Rajan, M. Samykano, K. Kadirgama, W. S. W. Harun, and M. M. Rahman, “Fused Deposition Modeling: Process, Materials, Parameters, Properties, and Applications,” International Journal of Advanced Manufacturing Technology 120, no. 3 (2022): 1531–1570.

[13]

S. C. Daminabo, S. Goel, S. A. Grammatikos, H. Y. Nezhad, and V. K. Thakur, “Fused Deposition Modeling-Based Additive Manufacturing (3D Printing): Techniques for Polymer Material Systems,” Materials Today Chemistry 16 (2020): 100248.

[14]

V. Shanmugam, M. V. Pavan, K. Babu, and B. Karnan, “Fused Deposition Modeling Based Polymeric Materials and Their Performance: A Review,” Polymer Composites 42, no. 11 (2021): 5656–5677.

[15]

R. Singh and H. K. Garg, “Fused Deposition Modeling–A State of Art Review and Future Applications,” Encyclopedia of Smart Materials 1 (2016): 270–288.

[16]

A. Plymill, R. Minneci, D. A. Greeley, and J. Gritton, Graphene and Carbon Nanotube PLA Composite Feedstock Development for fused Deposition Modeling (Chancellor's Honors Program Projects, 2016).

[17]

K. Prashantha and F. Roger, “Multifunctional Properties of 3D Printed Poly(Lactic Acid)/Graphene Nanocomposites by Fused Deposition Modeling,” Journal of Macromolecular Science, Part A 54, no. 1 (2017): 24–29.

[18]

E. M. Palmero, D. Casaleiz, J. de Vicente, et al., “Composites Based on Metallic Particles and Tuned Filling Factor for 3D-Printing by Fused Deposition Modeling,” Composites, Part A: Applied Science and Manufacturing 124 (2019): 105497.

[19]

P. K. Penumakala, J. Santo, and A. Thomas, “A Critical Review on the Fused Deposition Modeling of Thermoplastic Polymer Composites,” Composites, Part B: Engineering 201 (2020): 108336.

[20]

S. Kumar, H. Singh, I. Singh, et al., “A Comprehensive Review of FDM Printing in Sensor Applications: Advancements and Future Perspectives,” Journal of Manufacturing Processes 113 (2024): 152–170.

[21]

X. Aeby, R. van Dommelen, and D. Briand, “Fully FDM 3D Printed Flexible Capacitive and Resistive Transducers.” 2019 20th International Conference on Solid-State Sensors, Actuators and Microsystems & Eurosensors XXXIII (TRANSDUCERS & EUROSENSORS XXXIII) (IEEE, 2019), 2440–2443.

[22]

M. A. B. Helú and L. Liu, “Fused Deposition Modeling (FDM) Based 3D Printing of Microelectrodes and Multi-Electrode Probes,” Electrochimica Acta 365 (2021): 137279.

[23]

S. Ali, I. Deiab, and S. Pervaiz, “State-of-the-Art Review on Fused Deposition Modeling (FDM) for 3D Printing of Polymer Blends and Composites: Innovations, Challenges, and Applications,” International Journal of Advanced Manufacturing Technology 135, no. 11–12 (2024): 5085–5113.

[24]

L. Suárez and M. Domínguez, “Sustainability and Environmental Impact of Fused Deposition Modelling (FDM) Technologies,” International Journal of Advanced Manufacturing Technology 106, no. 3 (2020): 1267–1279.

[25]

J. Pakkanen, D. Manfredi, P. Minetola, and L. Iuliano, “About the Use of Recycled or Biodegradable Filaments for Sustainability of 3D Printing: State of the Art and Research Opportunities,” Sustainable Design and Manufacturing 68 (2017): 776–785.

[26]

M. R. Khosravani and T. Reinicke, “3D-Printed Sensors: Current Progress and Future Challenges,” Sensors and Actuators, A: Physical 305 (2020): 111916.

[27]

H. Choudhary, D. Vaithiyanathan, and H. Kumar, “A Review on 3D Printed Force Sensors,” IOP Conference Series: Materials Science and Engineering 1104 (2021): 012013.

[28]

M. H. Omar, K. A. Razak, M. N. Ab Wahab, and H. H. Hamzah, “Recent Progress of Conductive 3D-Printed Electrodes Based Upon Polymers/Carbon Nanomaterials Using a Fused Deposition Modelling (FDM) Method as Emerging Electrochemical Sensing Devices,” RSC Advances 11, no. 27 (2021): 16557–16571.

[29]

B. Mallikarjuna, P. Bhargav, S. Hiremath, K. G. Jayachristiyan, and N. Jayanth, “A Review on the Melt Extrusion-Based Fused Deposition Modeling (FDM): Background, Materials, Process Parameters and Military Applications,” International Journal on Interactive Design and Manufacturing (IJIDeM) 19, no. 2 (2025): 651–665.

[30]

J. M. Barrios and P. E. Romero, “Improvement of Surface Roughness and Hydrophobicity in PETG Parts Manufactured via Fused Deposition Modeling (FDM): An Application in 3D Printed Self–Cleaning Parts,” Materials 12, no. 15 (2019): 2499.

[31]

M. R. Hasan, I. J. Davies, A. Pramanik, M. John, and W. K. Biswas, “Potential of Recycled PLA in 3D Printing: A Review,” Sustainable Manufacturing and Service Economics 3 (2024): 100020.

[32]

S. Farah, D. G. Anderson, and R. Langer, “Physical and Mechanical Properties of PLA, and Their Functions in Widespread Applications—A Comprehensive Review,” Advanced Drug Delivery Reviews 107 (2016): 367–392.

[33]

E. H. Tümer and H. Y. Erbil, “Extrusion-Based 3D Printing Applications of PLA Composites: A Review,” Coatings 11, no. 4 (2021): 390.

[34]

R. Patel, C. Desai, S. Kushwah, and M. H. Mangrola, “A Review Article on FDM Process Parameters in 3D Printing for Composite Materials,” Materials Today: Proceedings 60 (2022): 2162–2166.

[35]

I. Khan and N. Kumar, “Fused Deposition Modelling Process Parameters Influence on the Mechanical Properties of ABS: A Review,” Materials Today: Proceedings 44 (2021): 4004–4008.

[36]

M. H. Hsueh, C. J. Lai, S. H. Wang, et al., “Effect of Printing Parameters on the Thermal and Mechanical Properties of 3D-Printed PLA and PETG, Using Fused Deposition Modeling,” Polymers 13, no. 11 (2021): 1758.

[37]

A. D. Mazurchevici, D. Nedelcu, and R. Popa, “Additive Manufacturing of Composite Materials by FDM Technology: A Review,” Indian Journal of Engineering and Materials Sciences 27, no. 2 (2020): 179–192.

[38]

F. Aliberti, L. Guadagno, R. Longo, et al., “Three-Dimensional Printed Nanocomposites With Tunable Piezoresistive Response,” Nanomaterials 14, no. 21 (2024): 1761.

[39]

“Electrically Conductive Composite PLA,” accessed January 10, 2025, https://proto-pasta.com/products/conductive-pla?variant=1265211476.

[40]

“Graphene 3D Lab Black Magic 3D Conductive PLA/Graphene 1.75 mm Filament,” accessed January 10, 2025, https://filament2print.com/en/conductive/653-1508-conductive-graphene.html#/217-diameter-175_mm/626-format-spool_100_g.

[41]

“Conductive Filaflex TPU 1.75 mm Filament,” accessed January 10, 2025, https://recreus.com/gb/filaments/3-filaflex-conductivo.html?srsltid=AfmBOopPfIKJMwNbSN9L-3SH0pUfMWcRP-mhk5qlS8qyOc6fU62lpN_m.

[42]

“Multi3D Electrifi Conductive Filament,” accessed January 10, 2025, https://www.multi3dllc.com/product/electrifi/.

[43]

“NinjaTek Eel 3D Printer Filament (90A),” accessed January 10, 2025, https://ninjatek.com/shop/eel/#tech-specs.

[44]

“3DXTech 3DXSTAT ESD-FLEX TPU,” accessed January 10, 2025, https://www.3dxtech.com/products/esd-flex-tpu.

[45]

“3DXTech 3DXSTAT ESD-ABS,” accessed January 29, 2025, https://www.3dxtech.com/products/3dxstat-esd-abs-1.

[46]

“3DXTech 3DXSTAT ESD-PLA,” accessed January 29, 2025, https://www.3dxtech.com/products/3dxstat-esd-pla-1.

[47]

“3DXTech 3DXSTAT ESD-PETG,” accessed January 30, 2025, https://www.3dxtech.com/products/3dxstat-esd-petg-1.

[48]

“3DXTech 3DXSTAT ESD-PEKK-A,” accessed February 9, 2025, https://www.3dxtech.com/products/3dxstat-esd-pekk-a-1.

[49]

“Amolen PLA Conductive 1.75 mm Filament,” accessed February 9, 2025, https://www.amolen.com/products/amolen-3d-printer-filament-conductive-black-pla-filament-500g1-1lb?variant=40570879016983.

[50]

“Filoalfa Alfaohm Conductive PLA,” accessed February 11, 2025, https://www.filoalfa3d.com/gb/special/171-292-alfaohm-8050327032354.html.

[51]

“3dkonductive-Electroconductive PLA Filament,” accessed February 11, 2025, https://3dk.berlin/en/special/169-3dkonductive.html#/diameter-1_75mm/weight-300g.

[52]

“Palmiga PI-ETPU 95-250 Carbon Black the Conductive and Flexible Filament,” accessed February 11, 2025, https://rubber3dprinting.com/pi-etpu-95-250-carbon-black/.

[53]

“SUNLU ABS Conductive Black 3D Printer Filament 1.75 mm,” accessed February 11, 2025, https://www.aliexpress.com/item/3256803962542460.html?gatewayAdapt=4itemAdapt.

[54]

“add:north Koltron G1 Graphene,” accessed February 20, 2025, https://filament2print.com/en/conductive/1175-koltron-g1.html.

[55]

“Graphene 3D Lab Conductive Flexible TPU Filament,” accessed February 20, 2025, https://filament2print.com/en/conductive/785-5008-graphene-flexible-conductive-tpu.html#/217-diameter-175_mm/626-format-spool_100_g.

[56]

“AIMPLAS Flexible Conductive Filament Fili,” accessed February 20, 2025, https://filament2print.com/en/flexible-tpe-tpu/1726-8649-flexible-conductive-filament-fili.html#/217-diameter-175_mm/237-colour-black/260-format-spool_500_g.

[57]

“Kimya ABS-EC CNT 3D Filament,” accessed March 3, 2025, https://www.kimya.fr/en/product/abs-ec-3d-filament/.

[58]

“Fabbrix CNT Conductive (Carbon Nanotubes) PLA,” accessed March 3, 2025, https://www.crea3d.com/en/fabbrix-materials/607-669-fabbrix-cnt-500-gr.html?utm_source=fabbrix_site&utm_medium=buy_button&utm_campaign=fabbrix_products&utm_content=buy_fabbrix_online.

[59]

“RepRapper Electrically Conductive PLA TPU Filament 1.75 mm,” accessed March 3, 2025, https://www.reprappertech.com/products/conductive?VariantsId=11164.

[60]

“ABC3D PLA/CNT Conductive Filament,” accessed March 3, 2025, https://abc3d.ca/product/pla-cnt-electrostatic-discharge-esd-grade-conductive-filament-copy/.

[61]

“ABC3D ABS/CNT Conductive Filament,” accessed March 5, 2025, https://abc3d.ca/product/abs-cnt-electrostatic-discharge-esd-grades-conductive-filaments/.

[62]

“ABC3D TPU/CNT Conductive Filament,” accessed March 5, 2025, https://abc3d.ca/product/tpu-cnt-electrostatic-discharge-esd-grades-conductive-filaments/.

[63]

“ABC3D PEI 1010/CNT Conductive Filament,” accessed March 5, 2025, https://abc3d.ca/product/pei-1010-cnt-electrostatic-discharge-esd-grades-conductive-filaments/.

[64]

“ABC3D PEI 9085/CNT Conductive Filament,” accessed March 5, 2025, https://abc3d.ca/product/pei-9085-cnt-electrostatic-discharge-esd-grades-conductive-filaments/.

[65]

“ABC3D PC/CNT Conductive Filament,” accessed March 5, 2025, https://abc3d.ca/product/pc-cnt-electrostatic-discharge-esd-grades-conductive-filaments-2/.

[66]

“ABC3D PETG/CNT Conductive Filament,” accessed March 6, 2025, https://abc3d.ca/product/electrically-conductive-filament-pet-g/.

[67]

“ABC3D PEKK-A/CNT Conductive Filament,” accessed March 6, 2025, https://abc3d.ca/product/pekk-a-cnt-electrostatic-discharge-esd-grades-conductive-filaments/.

[68]

“ABC3D Nylon 12/CNT Conductive Filament,” accessed March 6, 2025, https://abc3d.ca/product/nylon-12-cnt-electrostatic-discharge-esd-grades-conductive-filaments/.

[69]

“ABC3D PPS/CNT Conductive Filament,” accessed March 6, 2025, https://abc3d.ca/product/pps-cnt-electrostatic-discharge-esd-grades-conductive-filaments/.

[70]

“FEco Graphene-Colfeed4Print,” accessed March 6, 2025, https://filament2print.com/en/advanced/2554-12830-feco-graphene-colfeed4print.html#/217-diameter-175_mm/1354-format-spool_10_m/2032-version-15_.

[71]

“FEco Carbon-Colfeed4Print.” accessed March 6, 2025, https://filament2print.com/en/advanced/2132-10056-feco-carbon-colfeed4print.html#/217-diameter-175_mm/1354-format-spool_10_m.

[72]

H. J. Choi, M. S. Kim, D. Ahn, S. Y. Yeo, and S. Lee, “Electrical Percolation Threshold of Carbon Black in a Polymer Matrix and Its Application to Antistatic Fibre,” Scientific Reports 9, no. 1 (2019): 6338.

[73]

E. Dal Lago, E. Cagnin, C. Boaretti, M. Roso, A. Lorenzetti, and M. Modesti, “Influence of Different Carbon-Based Fillers on Electrical and Mechanical Properties of a PC/ABS Blend,” Polymers 12, no. 1 (2019): 29.

[74]

Q. Zhao, K. Zhang, S. Zhu, et al., “Review on the Electrical Resistance/Conductivity of Carbon Fiber Reinforced Polymer,” Applied Sciences 9, no. 11 (2019): 2390.

[75]

B. Tang, Y. Wang, J. Yu, et al., “Fabrication and Study on Thermal Conductivity, Electrical Properties, and Mechanical Properties of the Lightweight Carbon/Carbon Fiber Composite,” Journal of Chemistry 2020, no. 1 (2020): 3208791.

[76]

X. Wang, E. G. Lim, K. Hoettges, and P. Song, “A Review of Carbon Nanotubes, Graphene and Nanodiamond Based Strain Sensor in Harsh Environments,” C-Journal of Carbon Research 9, no. 4 (2023): 108.

[77]

Y. Wang and G. J. Weng, “Electrical Conductivity of Carbon Nanotube- and Graphene-Based Nanocomposites.” Micromechanics and Nanomechanics of Composite Solids (Springer Nature, 2018), 123–156.

[78]

A. Mazeeva, D. Masaylo, G. Konov, and A. Popovich, “Multi-Metal Additive Manufacturing by Extrusion-Based 3D Printing for Structural Applications: A Review,” Metals 14, no. 11 (2024): 1296.

[79]

D. Pejak Simunec and A. Sola, “Emerging Research in Conductive Materials for Fused Filament Fabrication: A Critical Review,” Advanced Engineering Materials 24, no. 7 (2022): 2101476.

[80]

R. D. Crapnell, C. Kalinke, L. R. G. Silva, et al., “Additive Manufacturing Electrochemistry: An Overview of Producing Bespoke Conductive Additive Manufacturing Filaments,” Materials Today 71 (2023): 73–90.

[81]

N. Vidakis, M. Petousis, E. Velidakis, et al., “Fused Filament Fabrication Three-Dimensional Printing Multi-Functional of Polylactic Acid/Carbon Black Nanocomposites,” C-Journal of Carbon Research 7, no. 3 (2021): 52.

[82]

Z. Zhang, D. Xiang, Y. Wu, et al., “Effect of Carbon Black on the Strain Sensing Property of 3D Printed Conductive Polymer Composites,” Applied Composite Materials 29, no. 3 (2022): 1235–1248.

[83]

K. Gnanasekaran, T. Heijmans, S. Van Bennekom, et al., “3D Printing of CNT- and Graphene-Based Conductive Polymer Nanocomposites by Fused Deposition Modeling,” Applied Materials Today 9 (2017): 21–28.

[84]

W. Zheng, A. Kramschuster, and A. Jordan, Polymer Processing—An Introduction (ASM International, 2022).

[85]

M. S. Ashok Kumar, S. Raghavendra, and K. S. Rudra, Fundamentals of Composite Processing: Materials, Methods and Applications: A Guide to Composite Material Selection (Shashwat Publication, 2024).

[86]

C. Bussy, H. Ali-Boucetta, and K. Kostarelos, “Safety Considerations for Graphene: Lessons Learnt From Carbon Nanotubes,” Accounts of Chemical Research 46, no. 3 (2013): 692–701.

[87]

S. J. Leigh, R. J. Bradley, C. P. Purssell, D. R. Billson, and D. A. Hutchins, “A Simple, Low-Cost Conductive Composite Material for 3D Printing of Electronic Sensors,” PLoS One 7, no. 11 (2012): e49365.

[88]

S. Dul, L. Fambri, and A. Pegoretti, “Fused Deposition Modelling With ABS–Graphene Nanocomposites,” Composites, Part A: Applied Science and Manufacturing 85 (2016): 181–191.

[89]

M. A. Scariot, B. R. Fenner, M. Beltrami, L. V. R. Beltrami, and A. J. Zattera, “Conductive Nanocomposites Based on Polymer With High Concentrations of Graphene Nanoplatelets,” Iranian Polymer Journal 32, no. 1 (2023): 59–69.

[90]

M. Nikzad, S. H. Masood, and I. Sbarski, “Thermo-Mechanical Properties of a Highly Filled Polymeric Composites for Fused Deposition Modeling,” Materials & Design 32, no. 6 (2011): 3448–3456.

[91]

R. Kumar, R. Singh, D. Hui, L. Feo, and F. Fraternali, “Graphene as Biomedical Sensing Element: State of Art Review and Potential Engineering Applications,” Composites, Part B: Engineering 134 (2018): 193–206.

[92]

R. Singh and R. Kumar, “Development of Low-Cost Graphene-Polymer Blended In-House Filament for Fused Deposition Modeling,” Reference Module in Materials Science and Materials Engineering 1 (2017): 1180–1190.

[93]

G. S. Sandhu and R. Singh, “Development of ABS-Graphene Blended Feedstock Filament for FDM Process.” Additive Manufacturing of Emerging Materials (Springer, 2019), 279–297.

[94]

J. Luo, H. Wang, D. Zuo, A. Ji, and Y. Liu, “Research on the Application of MWCNTs/PLA Composite Material in the Manufacturing of Conductive Composite Products in 3D Printing,” Micromachines 9, no. 12 (2018): 635.

[95]

D. Xiang, Z. Zhang, Y. Wu, et al., “3D-Printed Flexible Piezoresistive Sensors for Stretching and Out-of-Plane Forces,” Macromolecular Materials and Engineering 306, no. 11 (2021): 2100437.

[96]

I. L. Hia, A. D. Snyder, J. S. Turicek, F. Blanc, J. F. Patrick, and D. Therriault, “Electrically Conductive and 3D-Printable Copolymer/MWCNT Nanocomposites for Strain Sensing,” Composites Science and Technology 232 (2023): 109850.

[97]

Z. Rymansaib, P. Iravani, E. Emslie, et al., “All-Polystyrene 3D-Printed Electrochemical Device With Embedded Carbon Nanofiber-Graphite-Polystyrene Composite Conductor,” Electroanalysis 28, no. 7 (2016): 1517–1523.

[98]

K. C. Honeychurch, Z. Rymansaib, and P. Iravani, “Anodic Stripping Voltammetric Determination of Zinc at a 3-D Printed Carbon Nanofiber–Graphite–Polystyrene Electrode Using a Carbon Pseudo-Reference Electrode,” Sensors and Actuators B: Chemical 267 (2018): 476–482.

[99]

K. Kim, J. Park, J.-J. Suh, M. Kim, Y. Jeong, and I. Park, “3D Printing of Multiaxial Force Sensors Using Carbon Nanotube (CNT)/Thermoplastic Polyurethane (TPU) Filaments,” Sensors and Actuators, A: Physical 263 (2017): 493–500.

[100]

J. F. Christ, N. Aliheidari, A. Ameli, and P. Pötschke, “3D Printed Highly Elastic Strain Sensors of Multiwalled Carbon Nanotube/Thermoplastic Polyurethane Nanocomposites,” Materials & Design 131 (2017): 394–401.

[101]

J. F. Christ, N. Aliheidari, P. Pötschke, and A. Ameli, “Bidirectional and Stretchable Piezoresistive Sensors Enabled by Multimaterial 3D Printing of Carbon Nanotube/Thermoplastic Polyurethane Nanocomposites,” Polymers 11, no. 1 (2018): 11.

[102]

C. W. Foster, H. M. Elbardisy, M. P. Down, E. M. Keefe, G. C. Smith, and C. E. Banks, “Additively Manufactured Graphitic Electrochemical Sensing Platforms,” Chemical Engineering Journal 381 (2020): 122343.

[103]

J. S. Stefano, L. R. Guterres e Silva, R. G. Rocha, et al., “New Conductive Filament Ready-to-Use for 3D-Printing Electrochemical (Bio)Sensors: Towards the Detection of SARS-CoV-2,” Analytica Chimica Acta 1191 (2022): 339372.

[104]

L. R. G. Silva, J. S. Stefano, R. D. Crapnell, C. E. Banks, and B. C. Janegitz, “Additive Manufacturing of Carbon Black Immunosensors Based on Covalent Immobilization for Portable Electrochemical Detection of SARS-CoV-2 Spike S1 Protein,” Talanta Open 8 (2023): 100250.

[105]

J. S. Stefano, L. R. G. Silva, and B. C. Janegitz, “New Carbon Black-Based Conductive Filaments for the Additive Manufacture of Improved Electrochemical Sensors by Fused Deposition Modeling,” Microchimica Acta 189, no. 11 (2022): 414.

[106]

L. R. G. Silva, J. S. Stefano, R. C. F. Nocelli, and B. C. Janegitz, “3D Electrochemical Device Obtained by Additive Manufacturing for Sequential Determination of Paraquat and Carbendazim in Food Samples,” Food Chemistry 406 (2023): 135038.

[107]

M. V. C. O. Silva, M. S. Carvalho, L. R. G. Silva, et al., “Tailoring 3D-Printed Sensor Properties With Reduced-Graphene Oxide: Improved Conductive Filaments,” Microchimica Acta 191, no. 10 (2024): 633.

[108]

R. D. Crapnell, I. V. S. Arantes, J. R. Camargo, et al., “Multi-Walled Carbon Nanotubes/Carbon Black/rPLA for High-Performance Conductive Additive Manufacturing Filament and the Simultaneous Detection of Acetaminophen and Phenylephrine,” Microchimica Acta 191, no. 2 (2024): 96.

[109]

X. Wei, D. Li, W. Jiang, et al., “3D Printable Graphene Composite,” Scientific Reports 5, no. 1 (2015): 11181.

[110]

H. G. Kim, S. Hajra, D. Oh, N. Kim, and H. J. Kim, “Additive Manufacturing of High-Performance Carbon-Composites: An Integrated Multi-Axis Pressure and Temperature Monitoring Sensor,” Composites, Part B: Engineering 222 (2021): 109079.

[111]

E. Koukouviti, A. Economou, and C. Kokkinos, “3D Printable Multifunctional Electrochemical Nano-Doped Biofilament,” Advanced Functional Materials 34, no. 37 (2024): 2402094.

[112]

L. R. G. Silva, J. S. Stefano, C. Kalinke, et al., “Dual-Target Additively Manufactured Electrochemical Sensor for the Multiplexed Detection of Protein A29 and DNA of Human Monkeypox Virus,” ACS Omega 9, no. 30 (2024): 33099–33110.

[113]

I. V. S. Arantes, R. D. Crapnell, E. Bernalte, M. J. Whittingham, T. R. L. C. Paixão, and C. E. Banks, “Mixed Graphite/Carbon Black Recycled PLA Conductive Additive Manufacturing Filament for the Electrochemical Detection of Oxalate,” Analytical Chemistry 95, no. 40 (2023): 15086–15093.

[114]

R. D. Crapnell, E. Bernalte, E. Sigley, and C. E. Banks, “Recycled PETg Embedded With Graphene, Multi-Walled Carbon Nanotubes and Carbon Black for High-Performance Conductive Additive Manufacturing Feedstock,” RSC Advances 14, no. 12 (2024): 8108–8115.

[115]

J. R. Camargo, R. D. Crapnell, E. Bernalte, et al., “Conductive Recycled PETg Additive Manufacturing Filament for Sterilisable Electroanalytical Healthcare Sensors,” Applied Materials Today 39 (2024): 102285.

[116]

K. S. Randhawa and A. Patel, “The Effect of Environmental Humidity/Water Absorption on Tribo-Mechanical Performance of Polymers and Polymer Composites–A Review,” Industrial Lubrication and Tribology 73, no. 9 (2021): 1146–1158.

[117]

S. Tamilvanan, A. Tripathy, and A. Ramadoss, “Impact of Environmental Conditions on the Tribological Performance of Polymeric Composites.” Tribology of Polymers, Polymer Composites, and Polymer Nanocomposites (Elsevier, 2023), 437–466.

[118]

C. Kalinke, P. R. de Oliveira, N. V. Neumsteir, et al., “Influence of Filament Aging and Conductive Additive in 3D Printed Sensors,” Analytica Chimica Acta 1191 (2022): 339228.

[119]

A. Özen, B. E. Abali, C. Völlmecke, J. Gerstel, and D. Auhl, “Exploring the Role of Manufacturing Parameters on Microstructure and Mechanical Properties in Fused Deposition Modeling (FDM) Using PETG,” Applied Composite Materials 28, no. 6 (2021): 1799–1828.

[120]

T. C. Yang and C. H. Yeh, “Morphology and Mechanical Properties of 3D Printed Wood Fiber/Polylactic Acid Composite Parts Using Fused Deposition Modeling (FDM): The Effects of Printing Speed,” Polymers 12, no. 6 (2020): 1334.

[121]

H. Gonabadi, Y. Chen, A. Yadav, and S. Bull, “Investigation of the Effect of Raster Angle, Build Orientation, and Infill Density on the Elastic Response of 3D Printed Parts Using Finite Element Microstructural Modeling and Homogenization Techniques,” International Journal of Advanced Manufacturing Technology 118, no. 5–6 (2022): 1485–1510.

[122]

T. Barši Palmić, J. Slavič, and M. Boltežar, “Process Parameters for FFF 3D-Printed Conductors for Applications in Sensors,” Sensors 20, no. 16 (2020): 4542.

[123]

G. L. Goh, S. Lee, S. H. Cheng, et al., “Enhancing Interlaminar Adhesion in Multi-Material 3D Printing: A Study of Conductive PLA and TPU Interfaces Through Fused Filament Fabrication,” Materials Science in Additive Manufacturing 3, no. 1 (2024): 2672.

[124]

N. Zohdi and R. Yang, “Material Anisotropy in Additively Manufactured Polymers and Polymer Composites: A Review,” Polymers 13, no. 19 (2021): 3368.

[125]

A. Abdalla, H. H. Hamzah, O. Keattch, D. Covill, and B. A. Patel, “Augmentation of Conductive Pathways in Carbon Black/PLA 3D-Printed Electrodes Achieved Through Varying Printing Parameters,” Electrochimica Acta 354 (2020): 136618.

[126]

R. Paz, R. Moriche, M. Monzón, and J. García, “Influence of Manufacturing Parameters and Post Processing on the Electrical Conductivity of Extrusion-Based 3D Printed Nanocomposite Parts,” Polymers 12, no. 4 (2020): 733.

[127]

I. Hussain, “Effect of Layer Thickness on Mechanical Properties of 3D Printed Parts,” 2021, https://www.researchgate.net/publication/368748071.

[128]

R. Lesmana, D. Mardiyana, and D. I. Sumarno, “Analysis of the Effect of Print Speed and Layer Height on the Hardness of TPU-95A Filament 3D-Printed Products,” Jurnal Konversi Energi dan Manufaktur 10, no. 1 (2025): 18–24.

[129]

M. I. Farid, W. Wu, G. Li, A. Zheng, and Y. Zhao, “Superior Tensile Properties of FDM 3D-Printed TPU/E-TPU Layered Structure,” Journal of Materials Research 39, no. 14 (2024): 2051–2066.

[130]

Z. Xu, R. Fostervold, and N. Razavi, “Thickness Effect on the Mechanical Behavior of PLA Specimens Fabricated via Fused Deposition Modeling,” Procedia Structural Integrity 33 (2021): 571–577.

[131]

M. Lalegani Dezaki, M. K. A. Mohd Ariffin, and S. Hatami, “An Overview of Fused Deposition Modelling (FDM): Research, Development and Process Optimisation,” Rapid Prototyping Journal 27, no. 3 (2021): 562–582.

[132]

T. J. Gordelier, P. R. Thies, L. Turner, and L. Johanning, “Optimising the FDM Additive Manufacturing Process to Achieve Maximum Tensile Strength: A State-of-the-Art Review,” Rapid Prototyping Journal 25, no. 6 (2019): 953–971.

[133]

B. Sztorch, D. Brząkalski, D. Pakuła, M. Frydrych, Z. Špitalský, and R. E. Przekop, “Natural and Synthetic Polymer Fillers for Applications in 3D Printing—FDM Technology Area,” Solids 3, no. 3 (2022): 508–548.

[134]

E. García, P. J. Núñez, M. A. Caminero, J. M. Chacón, and S. Kamarthi, “Effects of Carbon Fibre Reinforcement on the Geometric Properties of PETG-Based Filament Using FFF Additive Manufacturing,” Composites, Part B: Engineering 235 (2022): 109766.

[135]

N. Ashrafi, S. Nazarian, N. A. Meisel, and J. P. Duarte, “Experimental Calibration and Compensation for the Continuous Effect of Time, Number of Layers and Volume of Material on Shape Deformation in Small-Scale Additive Manufacturing of Concrete,” Additive Manufacturing 47 (2021): 102228.

[136]

L. Santana, J. Lino Alves, and A. da Costa Sabino Netto, “A Study of Parametric Calibration for Low Cost 3D Printing: Seeking Improvement in Dimensional Quality,” Materials & Design 135 (2017): 159–172.

[137]

B. S. Shim and J. U. Hou, “Improving Estimation of Layer Thickness and Identification of Slicer for 3D Printing Forensics,” Sensors 23, no. 19 (2023): 8250.

[138]

J. Beniak, Ľ. Šooš, P. Križan, M. Matúš, and V. Ruprich, “Resistance and Strength of Conductive PLA Processed by FDM Additive Manufacturing,” Polymers 14, no. 4 (2022): 678.

[139]

T. Sathies, P. Senthil, and C. Prakash, “Application of 3D Printed PLA-Carbon Black Conductive Polymer Composite in Solvent Sensing,” Materials Research Express 6, no. 11 (2019): 115349.

[140]

R. Guo, Z. Ren, X. Jia, et al., “Preparation and Characterization of 3D Printed PLA-Based Conductive Composites Using Carbonaceous Fillers by Masterbatch Melting Method,” Polymers 11, no. 10 (2019): 1589.

[141]

A. Kumar, A. R. Dixit, and S. Sreenivasa, “Mechanical Properties of Additively Manufactured Polymeric Composites Using Sheet Lamination Technique and Fused Deposition Modeling: A Review,” Polymers for Advanced Technologies 35, no. 4 (2024): e6396.

[142]

R. H. Sanatgar, A. Cayla, C. Campagne, and V. Nierstrasz, “Morphological and Electrical Characterization of Conductive Polylactic Acid Based Nanocomposite Before and After FDM 3D Printing,” Journal of Applied Polymer Science 136, no. 6 (2019): 47040.

[143]

L. Lopes, D. Reis, A. Paula Junior, and M. Almeida, “Influence of 3D Microstructure Pattern and Infill Density on the Mechanical and Thermal Properties of PET-G Filaments,” Polymers 15, no. 10 (2023): 2268.

[144]

A. S. Karad, P. D. Sonawwanay, M. Naik, and D. G. Thakur, “Experimental Study of Effect of Infill Density on Tensile and Flexural Strength of 3D Printed Parts,” Journal of Engineering and Applied Science 70, no. 1 (2023): 104.

[145]

D. Pejak Simunec and A. Sola, “Emerging Research in Conductive Materials for Fused Filament Fabrication: A Critical Review,” Advanced Engineering Materials 24, no. 7 (2022): 2101476.

[146]

G. Chen, D. Wang, W. Hua, et al., “Simulating and Predicting the Part Warping in Fused Deposition Modeling by Thermal–Structural Coupling Analysis,” 3D Printing and Additive Manufacturing 10, no. 1 (2023): 70–82.

[147]

L. Truman, E. Whitwam, B. B. Nelson-Cheeseman, and L. J. Koerner, “Conductive 3D Printing: Resistivity Dependence Upon Infill Pattern and Application to EMI Shielding,” Journal of Materials Science: Materials in Electronics 31, no. 17 (2020): 14108–14117.

[148]

K. Garoosi, S. R. Ghaffarian, M. Razavi-Nouri, A. M. Rezadoust, and Z. Soheilpour, “Evaluation of Multi-Walled Carbon Nanotubes Alignment During 3D Printing of Poly(Acrylonitrile-Butadiene-Styrene) Nanocomposite Filaments,” Journal of Reinforced Plastics and Composites (2024): 1–11.

[149]

R. S. Shergill and B. A. Patel, “The Effects of Material Extrusion Printing Speed on the Electrochemical Activity of Carbon Black/Polylactic Acid Electrodes,” ChemElectroChem 9, no. 18 (2022): e202200831.

[150]

K. Dembek, B. Podsiadły, and M. Słoma, “Influence of Process Parameters on the Resistivity of 3D Printed Electrically Conductive Structures,” Micromachines 13, no. 8 (2022): 1203.

[151]

N. P. Kim, “3D-Printed Conductive Carbon-Infused Thermoplastic Polyurethane,” Polymers 12, no. 6 (2020): 1224.

[152]

A. Glogowsky, M. Korger, and M. Rabe, “Influence of Print Settings on Conductivity of 3D Printed Elastomers With Carbon-Based Fillers,” Progress in Additive Manufacturing 9, no. 4 (2024): 791–803.

[153]

R. Delbart, A. Papasavvas, C. Robert, T. Quynh Truong Hoang, and F. Martinez-Hergueta, “An Experimental and Numerical Study of the Mechanical Response of 3D Printed PLA/CB Polymers,” Composite Structures 319 (2023): 117156.

[154]

S. Park and K. Fu, “Polymer-Based Filament Feedstock for Additive Manufacturing,” Composites Science and Technology 213 (2021): 108876.

[155]

N. Krajangsawasdi, L. G. Blok, I. Hamerton, M. L. Longana, B. K. S. Woods, and D. S. Ivanov, “Fused Deposition Modelling of Fibre Reinforced Polymer Composites: A Parametric Review,” Journal of Composites Science 5, no. 1 (2021): 29.

[156]

C. J. Hohimer, G. Petrossian, A. Ameli, C. Mo, and P. Pötschke, “3D Printed Conductive Thermoplastic Polyurethane/Carbon Nanotube Composites for Capacitive and Piezoresistive Sensing in Soft Pneumatic Actuators,” Additive Manufacturing 34 (2020): 101281.

[157]

J. G. Jeon, G. W. Hong, H. G. Park, S. K. Lee, J. H. Kim, and T. J. Kang, “Resistance Temperature Detectors Fabricated via Dual Fused Deposition Modeling of Polylactic Acid and Polylactic Acid/Carbon Black Composites,” Sensors 21, no. 5 (2021): 1560.

[158]

M. Spoerk, J. Gonzalez-Gutierrez, J. Sapkota, S. Schuschnigg, and C. Holzer, “Effect of the Printing Bed Temperature on the Adhesion of Parts Produced by Fused Filament Fabrication,” Plastics, Rubber and Composites 47, no. 1 (2018): 17–24.

[159]

A. A. Rosli, R. K. Shuib, K. M. K. Ishak, Z. A. A. Hamid, M. K. Abdullah, and A. Rusli, “Influence of Bed Temperature on Warpage, Shrinkage and Density of Various Acrylonitrile Butadiene Styrene (ABS) Parts From Fused Deposition Modelling (FDM).” AIP Conference Proceedings (AIP Publishing, 2020), 2267.

[160]

S. K. Lee, Y. R. Kim, T. J. Yoo, J. H. Park, and J. H. Kim, “Study on Electrical Characteristics of FDM Conductive 3D Printing According to Annealing Conditions,” Journal of the Korean Society of Manufacturing Process Engineers 17, no. 6 (2018): 53–60.

[161]

X. Ye, Z. Hu, X. Li, et al., “Effect of Annealing and Carbon Nanotube Infill on the Mechanical and Electrical Properties of Additively Manufactured Polyether-Ether-Ketone Nanocomposites via Fused Filament Fabrication,” Additive Manufacturing 59 (2022): 103188.

[162]

R. Kotsilkova, I. Petrova-Doycheva, D. Menseidov, E. Ivanov, A. Paddubskaya, and P. Kuzhir, “Exploring Thermal Annealing and Graphene-Carbon Nanotube Additives to Enhance Crystallinity, Thermal, Electrical and Tensile Properties of Aged Poly(Lactic) Acid-Based Filament for 3D Printing,” Composites Science and Technology 181 (2019): 107712.

[163]

S. Valvez, A. P. Silva, P. N. B. Reis, and F. Berto, “Annealing Effect on Mechanical Properties of 3D Printed Composites,” Procedia Structural Integrity 37 (2022): 738–745.

[164]

K. Sathish Kumar, R. Soundararajan, G. Shanthosh, P. Saravanakumar, and M. Ratteesh, “Augmenting Effect of Infill Density and Annealing on Mechanical Properties of PETG and CFPETG Composites Fabricated by FDM,” Materials Today: Proceedings 45 (2021): 2186–2191.

[165]

C. Massaroni, L. Vitali, D. Lo Presti, S. Silvestri, and E. Schena, “Fully Additively 3D Manufactured Conductive Deformable Sensors for Pressure Sensing,” Advanced Intelligent Systems 6, no. 8 (2024): 2300901.

[166]

J. Lee and H. So, “3D-Printing-Assisted Flexible Pressure Sensor With a Concentric Circle Pattern and High Sensitivity for Health Monitoring,” Microsystems & Nanoengineering 9, no. 1 (2023): 44.

[167]

H. Ren, X. Yang, Z. Wang, et al., “Smart Structures With Embedded Flexible Sensors Fabricated by Fused Deposition Modeling-Based Multimaterial 3D Printing,” International Journal of Smart and Nano Materials 13, no. 3 (2022): 447–464.

[168]

M. Ntagios, H. Nassar, A. Pullanchiyodan, W. T. Navaraj, and R. Dahiya, “Robotic Hands With Intrinsic Tactile Sensing via 3D Printed Soft Pressure Sensors,” Advanced Intelligent Systems 2, no. 6 (2020): 1900080.

[169]

N. Jayanth and P. Senthil, “Application of 3D Printed ABS Based Conductive Carbon Black Composite Sensor in Void Fraction Measurement,” Composites, Part B: Engineering 159 (2019): 224–230.

[170]

L. Y. W. Loh, U. Gupta, Y. Wang, C. C. Foo, J. Zhu, and W. F. Lu, “3D Printed Metamaterial Capacitive Sensing Array for Universal Jamming Gripper and Human Joint Wearables,” Advanced Engineering Materials 23, no. 5 (2021): 2001082.

[171]

X. Yang, H. Ren, C. Wu, Y. Xiong, and Q. Ge, “Flexible Strain Sensors Fabricated by Fused Deposition Modeling-Based Multimaterial 3D Printing With Conductive Polyurethane Composites.” 2021 27th International Conference on Mechatronics and Machine Vision in Practice (M2VIP) (IEEE, 2021), 546–551.

[172]

S. Lim, A. Che Ab Rahman, X. Qi, et al., “Highly Efficient 3D-Printed Graphene Strain Sensors Using Fused Deposition Modeling With Filament Deposition Techniques,” Journal of Natural Fibers 20, no. 2 (2023): 2276723.

[173]

A. Georgopoulou, B. Vanderborght, and F. Clemens, “Multi-Material 3D Printing of Thermoplastic Elastomers for Development of Soft Robotic Structures With Integrated Sensor Elements.” Industrializing Additive Manufacturing: Proceedings of AMPA2020 (Springer, 2021), 67–81.

[174]

D. Xiang, X. Zhang, Y. Li, et al., “Enhanced Performance of 3D Printed Highly Elastic Strain Sensors of Carbon Nanotube/Thermoplastic Polyurethane Nanocomposites via Non-Covalent Interactions,” Composites, Part B: Engineering 176 (2019): 107250.

[175]

R. Chadda, O. B. Dali, B. Latsch, E. Sundaralingam, and M. Kupnik, “3D-Printed Strain Gauges Based on Conductive Filament for Experimental Stress Analysis.” 2023 IEEE Sensors (IEEE, 2023), 1–4.

[176]

T. Kouvatsos, D. N. Pagonis, I. Iakovidis, and G. Kaltsas, “Towards a 3D Printed Strain Sensor Employing Additive Manufacturing Technology for the Marine Industry,” Applied Sciences 14, no. 15 (2024): 6490.

[177]

H. Nassar and R. Dahiya, “3D Printed Embedded Strain Sensor With Enhanced Performance.” 2022 IEEE International Conference on Flexible and Printable Sensors and Systems (FLEPS) (IEEE, 2022), 1–4.

[178]

X. Liu, J. Liu, L. He, Y. Shang, and C. Zhang, “3D Printed Piezoelectric-Regulable Cells With Customized Electromechanical Response Distribution for Intelligent Sensing,” Advanced Functional Materials 32, no. 26 (2022): 2201274.

[179]

J. D. Horst, P. P. De Andrade, C. A. Duvoisin, R. D. Vieira, “Fabrication of Conductive Filaments for 3D-Printing: Polymer Nanocomposites,” Biointerface Research in Applied Chemistry 10, no. 6 (2020): 6577–6586.

[180]

Z. C. Kennedy, J. F. Christ, K. A. Evans, et al., “3D-Printed Poly(Vinylidene Fluoride)/Carbon Nanotube Composites as a Tunable, Low-Cost Chemical Vapour Sensing Platform,” Nanoscale 9, no. 17 (2017): 5458–5466.

[181]

G. Barile, P. Esposito, V. Stornelli, and G. Ferri, “Development and Analysis of a Multimaterial FDM 3D Printed Capacitive Accelerometer,” IEEE Access 11 (2023): 40175–40181.

[182]

K. Marr and B. Utter, “Design, Modeling, and Experimental Study of Annealed 3D-Printed Cantilever Beam Force Sensors,” International Journal of Advanced Manufacturing Technology 136, no. 3 (2025): 1025–1034.

[183]

M. Sajid, J. Z. Gul, S. W. Kim, H. B. Kim, K. H. Na, and K. H. Choi, “Development of 3D-Printed Embedded Temperature Sensor for Both Terrestrial and Aquatic Environmental Monitoring Robots,” 3D Printing and Additive Manufacturing 5, no. 2 (2018): 160–169.

[184]

G. Wolterink, A. Umrani, M. Schouten, R. Sanders, and G. Krijnen, “3D-Printed Calorimetric Flow Sensor.” 2020 IEEE Sensors (IEEE, 2020), 1–4.

[185]

J. Cao and X. Zhang, “Modulating the Percolation Network of Polymer Nanocomposites for Flexible Sensors,” Journal of Applied Physics 128, no. 22 (2020): 220901.

[186]

V. K. S. Shante and S. Kirkpatrick, “An Introduction to Percolation Theory,” Advances in Physics 20, no. 85 (1971): 325–357.

[187]

A. A. Saberi, “Recent Advances in Percolation Theory and Its Applications,” Physics Reports 578 (2015): 1–32.

[188]

S. Kirkpatrick, “Percolation and Conduction,” Reviews of Modern Physics 45, no. 4 (1973): 574–588.

[189]

D. C. Carvalho Fernandes, D. Lynch, and V. Berry, “3D-Printed Graphene/Polymer Structures for Electron-Tunneling Based Devices,” Scientific Reports 10, no. 1 (2020): 11373.

[190]

N. Hu, Y. Karube, C. Yan, Z. Masuda, and H. Fukunaga, “Tunneling Effect in a Polymer/Carbon Nanotube Nanocomposite Strain Sensor,” Acta Materialia 56, no. 13 (2008): 2929–2936.

[191]

X. Lu, M. Cervera, M. Chiumenti, and X. Lin, “Residual Stresses Control in Additive Manufacturing,” Journal of Manufacturing and Materials Processing 5, no. 4 (2021): 138.

[192]

B. Atawa, L. Maneval, P. Alcouffe, et al., “In-Situ Coupled Mechanical/Electrical Investigations on Conductive TPU/CB Composites: Impact of Thermo-Mechanically Induced Structural Reorganizations of Soft and Hard TPU Domains on the Coupled Electro-Mechanical Properties,” Polymer 256 (2022): 125147.

[193]

G. Wolterink, P. Dias, R. G. P. Sanders, et al., “Development of Soft Semg Sensing Structures Using 3D-Printing Technologies,” Sensors 20, no. 15 (2020): 4292.

[194]

L. Xing and A. J. Casson, “3D-Printed, Directly Conductive and Flexible Electrodes for Personalized Electroencephalography,” Sensors and Actuators, A: Physical 349 (2023): 114062.

[195]

A. Abdou and S. Krishnan, “ECG Dry-Electrode 3D Printing and Signal Quality Considerations.” 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (IEEE, 2021), 6855–6858.

[196]

A. dos Santos Silva, H. Almeida, H. P. da Silva, and A. Oliveira, “Design and Evaluation of a Novel Approach to Invisible Electrocardiography (ECG) in Sanitary Facilities Using Polymeric Electrodes,” Scientific Reports 11, no. 1 (2021): 6222.

[197]

C. Teixeira Espadinha, " Integration of 3D Printed Sensors Into Orthotic Devices." ProQuest Diss., Thesis, Universidade de Lisboa Portugal, 2020.

[198]

R. Stopforth, “Conductive 3D Printed Material Used for Medical Electrodes,” RAPDASA Conference (2020): 173–180.

[199]

M. Foster, E. Beppler, T. Holder, et al., “A System for Assessment of Canine-Human Interaction During Animal-Assisted Therapies.” 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (IEEE, 2018), 4347–4350.

[200]

T. H. Kim, J. Vanloo, and W. S. Kim, “3D Origami Sensing Robots for Cooperative Healthcare Monitoring,” Advanced Materials Technologies 6, no. 3 (2021): 2000938.

[201]

J. Lévesque, F. Chamberland, E. Scheme, and B. Gosselin, “3D-Printed Conductive Thermoplastic Electromyography Electrodes,” Authorea Preprints (2024).

[202]

A. Alsharif, N. Cucuri, L. Dakhaikh, F. Al-Modaf, and N. El-Atab, “Structured 3D Printed Dry ECG Electrodes Using Copper Based Filament,” ECS Transactions 109, no. 16 (2022): 3–8.

[203]

A. Tong, P. Perera, Z. Sarsenbayeva, A. McEwan, A. C. De Silva, and A. Withana, “Fully 3D-Printed Dry EEG Electrodes,” Sensors 23, no. 11 (2023): 5175.

[204]

Z. Aloqalaa, “3D Printed Bio-Potential Dry Electrodes.” 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (IEEE, 2022), 2510–2513.

[205]

Z. M. Aloqalaa, “3D-Printed Electrocardiogram Dry Electrodes Using Four Commercially Available Polylactic Acid Conductive Filaments,” Journal of Sensors 2023, no. 1 (2023): 8468466.

[206]

C. L. Manzanares Palenzuela, F. Novotný, P. Krupička, Z. Sofer, and M. Pumera, “3D-Printed Graphene/Polylactic Acid Electrodes Promise High Sensitivity in Electroanalysis,” Analytical Chemistry 90, no. 9 (2018): 5753–5757.

[207]

E. M. Richter, D. P. Rocha, R. M. Cardoso, et al., “Complete Additively Manufactured (3D-Printed) Electrochemical Sensing Platform,” Analytical Chemistry 91, no. 20 (2019): 12844–12851.

[208]

R. M. Cardoso, P. R. L. Silva, A. P. Lima, et al., “3D-Printed Graphene/Polylactic Acid Electrode for Bioanalysis: Biosensing of Glucose and Simultaneous Determination of Uric Acid and Nitrite in Biological Fluids,” Sensors and Actuators B: Chemical 307 (2020): 127621.

[209]

G. Martins, J. L. Gogola, L. H. Budni, B. C. Janegitz, L. H. Marcolino-Junior, and M. F. Bergamini, “3D-Printed Electrode as a New Platform for Electrochemical Immunosensors for Virus Detection,” Analytica Chimica Acta 1147 (2021): 30–37.

[210]

D. P. Rocha, A. L. Squissato, S. M. da Silva, E. M. Richter, and R. A. A. Munoz, “Improved Electrochemical Detection of Metals in Biological Samples Using 3D-Printed Electrode: Chemical/Electrochemical Treatment Exposes Carbon-Black Conductive Sites,” Electrochimica Acta 335 (2020): 135688.

[211]

C. L. Manzanares-Palenzuela, S. Hermanova, Z. Sofer, and M. Pumera, “Proteinase-Sculptured 3D-Printed Graphene/Polylactic Acid Electrodes as Potential Biosensing Platforms: Towards Enzymatic Modeling of 3D-Printed Structures,” Nanoscale 11, no. 25 (2019): 12124–12131.

[212]

A. M. L. Marzo, C. C. Mayorga-Martinez, and M. Pumera, “3D-Printed Graphene Direct Electron Transfer Enzyme Biosensors,” Biosensors and Bioelectronics 151 (2020): 111980.

[213]

R. G. Rocha, R. M. Cardoso, P. J. Zambiazi, et al., “Production of 3D-Printed Disposable Electrochemical Sensors for Glucose Detection Using a Conductive Filament Modified With Nickel Microparticles,” Analytica Chimica Acta 1132 (2020): 1–9.

[214]

C. Kalinke, R. D. Crapnell, E. Sigley, et al., “Recycled Additive Manufacturing Feedstocks With Carboxylated Multi-Walled Carbon Nanotubes Toward the Detection of Yellow Fever Virus cDNA,” Chemical Engineering Journal 467 (2023): 143513.

[215]

J. Muñoz and M. Pumera, “3D-Printed COVID-19 Immunosensors With Electronic Readout,” Chemical Engineering Journal 425 (2021): 131433.

[216]

V. Katseli, A. Economou, and C. Kokkinos, “Smartphone-Addressable 3D-Printed Electrochemical Ring for Nonenzymatic Self-Monitoring of Glucose in Human Sweat,” Analytical Chemistry 93, no. 7 (2021): 3331–3336.

[217]

E. Koukouviti, A. K. Plessas, V. Pagkali, A. Economou, G. S. Papaefstathiou, and C. Kokkinos, “3D-Printed Electrochemical Glucose Device With Integrated Fe(II)-MOF Nanozyme,” Microchimica Acta 190, no. 7 (2023): 274.

[218]

J. E. Contreras-Naranjo, V. H. Perez-Gonzalez, M. A. Mata-Gómez, and O. Aguilar, “3D-Printed Hybrid-Carbon-Based Electrodes for Electroanalytical Sensing Applications,” Electrochemistry Communications 130 (2021): 107098.

[219]

L. R. G. Silva, J. S. Stefano, L. O. Orzari, et al., “Electrochemical Biosensor for SARS-CoV-2 cDNA Detection Using AuPs-Modified 3D-Printed Graphene Electrodes,” Biosensors 12, no. 8 (2022): 622.

[220]

C. Kalinke, P. R. De Oliveira, C. E. Banks, B. C. Janegitz, and J. A. Bonacin, “3D-Printed Immunosensor for the Diagnosis of Parkinson's Disease,” Sensors and Actuators B: Chemical 381 (2023): 133353.

[221]

F. de Matos Morawski, G. Martins, M. K. Ramos, et al., “A Versatile 3D Printed Multi-Electrode Cell for Determination of Three COVID-19 Biomarkers,” Analytica Chimica Acta 1258 (2023): 341169.

[222]

L. Wang, W. Gao, S. Ng, and M. Pumera, “Chiral Protein–Covalent Organic Framework 3D-Printed Structures as Chiral Biosensors,” Analytical Chemistry 93, no. 12 (2021): 5277–5283.

[223]

M. Wan, A. Jimu, H. Yang, et al., “MXene Quantum Dots Enhanced 3D-Printed Electrochemical Sensor for the Highly Sensitive Detection of Dopamine,” Microchemical Journal 184 (2023): 108180.

[224]

L. Wang, S. Ng, R. Jyoti, and M. Pumera, “Al2O3/Covalent Organic Framework on 3D-Printed Nanocarbon Electrodes for Enhanced Biomarker Detection,” ACS Applied Nano Materials 5, no. 7 (2022): 9719–9727.

[225]

C. Kalinke, N. V. Neumsteir, P. Roberto de Oliveira, B. C. Janegitz, and J. A. Bonacin, “Sensing of L-Methionine in Biological Samples Through Fully 3D-Printed Electrodes,” Analytica Chimica Acta 1142 (2021): 135–142.

[226]

M. El Fazdoune, K. Bahend, M. Oubella, et al., “Poly(Methylene Blue) Modified PLA-CB Conductive 3D Printer Filament as a Promising Platform for Electrochemical Sensing of Uric Acid,” Journal of Polymers and the Environment 32, no. 5 (2024): 2105–2119.

[227]

E. Koukouviti and C. Kokkinos, “3D Printed Enzymatic Microchip for Multiplexed Electrochemical Biosensing,” Analytica Chimica Acta 1186 (2021): 339114.

[228]

L. Wang and M. Pumera, “Covalently Modified Enzymatic 3D-Printed Bioelectrode,” Microchimica Acta 188 (2021): 374.

[229]

M. Negahdary, C. L. do Lago, I. G. R. Gutz, R. M. Buoro, M. Durazzo, and Lú Angnes, “Developing a Nanomaterial-Based 3D-Printed Platform: Application as a Cancer Aptasensor via Detection of Heat Shock Protein 90 (HSP90),” Sensors and Actuators B: Chemical 409 (2024): 135592.

[230]

K. Teekayupak, C. Aumnate, A. Lomae, et al., “Portable Smartphone Integrated 3D-Printed Electrochemical Sensor for Nonenzymatic Determination of Creatinine in Human Urine,” Talanta 254 (2023): 124131.

[231]

K. K. Hussain, R. Hopkins, M. S. Yeoman, and B. A. Patel, “3D Printed Skyscraper Electrochemical Biosensor for the Detection of Tumour Necrosis Factor Alpha (TNFα) in Faeces,” Sensors and Actuators B: Chemical 410 (2024): 135694.

[232]

K. K. Hussain, R. S. Shergill, H. H. Hamzah, M. S. Yeoman, and B. A. Patel, “Exploring Different Carbon Allotrope Thermoplastic Composites for Electrochemical Sensing,” ACS Applied Polymer Materials 5, no. 6 (2023): 4136–4145.

[233]

C. Y. Foo, H. N. Lim, M. A. Mahdi, M. H. Wahid, and N. M. Huang, “Three-Dimensional Printed Electrode and Its Novel Applications in Electronic Devices,” Scientific Reports 8, no. 1 (2018): 7399.

[234]

A. Adams, A. Malkoc, and J. T. La Belle, “The Development of a Glucose Dehydrogenase 3D-Printed Glucose Sensor: A Proof-of-Concept Study,” Journal of Diabetes Science and Technology 12, no. 1 (2018): 176–182.

[235]

G. D. O'Neil, S. Ahmed, K. Halloran, J. N. Janusz, A. Rodríguez, and I. M. Terrero Rodríguez, “Single-Step Fabrication of Electrochemical Flow Cells Utilizing Multi-Material 3D Printing,” Electrochemistry Communications 99 (2019): 56–60.

[236]

D. Rojas, D. Torricelli, M. Cuartero, and G. A. Crespo, “3D-Printed Transducers for Solid Contact Potentiometric Ion Sensors: Improving Reproducibility by Fabrication Automation,” Analytical Chemistry 96, no. 39 (2024): 15572–15580.

[237]

Z. Xue, K. Patel, P. Bhatia, C. L. Miller, R. S. Shergill, and B. A. Patel, “3D-Printed Microelectrodes for Biological Measurement,” Analytical Chemistry 96, no. 31 (2024): 12701–12709.

[238]

M. J. Whittingham, R. D. Crapnell, E. J. Rothwell, N. J. Hurst, and C. E. Banks, “Additive Manufacturing for Electrochemical Labs: An Overview and Tutorial Note on the Production of Cells, Electrodes and Accessories,” Talanta Open 4 (2021): 100051.

[239]

R. D. Crapnell, E. Bernalte, A. G. M. Ferrari, et al., “All-in-One Single-Print Additively Manufactured Electroanalytical Sensing Platforms,” ACS Measurement Science 2, no. 2 (2022): 167–176.

[240]

M. J. Whittingham, R. D. Crapnell, and C. E. Banks, “Additively Manufactured Rotating Disk Electrodes and Experimental Setup,” Analytical Chemistry 94, no. 39 (2022): 13540–13548.

[241]

H. A. Silva-Neto, A. A. Dias, and W. K. T. Coltro, “3D-Printed Electrochemical Platform With Multi-Purpose Carbon Black Sensing Electrodes,” Microchimica Acta 189, no. 6 (2022): 235.

[242]

V. Saroli, C. Massaroni, S. Silvestri, and E. Schena, “Advancing Flow Rate Measurement: Innovations and Challenges in Spirometry and Mechanical Ventilation,” IEEE Sensors Reviews 2 (2025): 76–85.

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