Abstract
A printed and built-in geometry with a capability of detecting temperatures over a wide range are highly sought-after characteristics for a structural health monitoring temperature sensor. In this work, we describe a printable copper-graphene electronic sensor for temperature monitoring with real-time deployment into a printed metal structural component. The smart component is manufactured using a combination of three additive processes: a direct-ink writing, laser powder bed fusion (LPBF), and ultrasonic additive manufacturing (UAM). The sensor is printed on a flexible ceramic substrate, embedded in the stainless steel LPBF component and capped with a UAM aluminum layer. The sensor exhibits a high resistance temperature sensitivity in a wide temperature detection range, with the performance capping at 500°C. These results, and the demonstrated ability to read temperature wirelessly, provide a path for remote structural health monitoring applications for additively manufactured components.
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References
E. Cross, K. Worden and C. Farrar, Structural Health Monitoring for Civil Infrastructure, Health Assessment of Engineered Structures: Bridges, Buildings and Other Infrastructures, World Scientific , Singapore, 2013, p 1–31
D. Lehmhus, C. Aumund-Kopp, F. Petzoldt, D. Godlinski, A. Haberkorn, V. Zöllmer and M. Busse, Customized Smartness: A Survey on Links Between Additive Manufacturing and Sensor Integration, Procedia Technol., 2016, 26, p 284–301.
A.N. Zagrai and V. Giurgiutiu, Chapter 5: Electromechanical Impedance Modeling in Physical Monitoring Principles; Physics‐based and Data‐driven Modeling of Structural Component Behavior, Encyclopedia of Structural Health Monitoring, 2009.
X. Qing, A. Kumar, C. Zhang, I.F. Gonzalez, G. Guo, and F.-K. Chang, Special Issue: Structural Health Monitoring and Intelligent Infrastructure, Smart Mater. Struct., 2005, 14(3), p S98.
J.P. Lynch and K.J. Loh, A Summary Review of Wireless Sensors and Sensor Networks for Structural Health Monitoring, Shock Vib. Digest, 2006, 38(2), p 91–130.
J. Leng and A. Asundi, Structural Health Monitoring of Smart Composite Materials by Using EFPI and FBG Sensors, Sens. Actuators, A, 2003, 103(3), p 330–340.
A. Güemes, C. Boller, and F.-K. Chang, Structural Health Monitoring. Smart Mater. Struct., 2001, 10(3), p 13–39.
G. Konstantinidis, P.D. Wilcox and B.W. Drinkwater, An Investigation into the Temperature Stability of a Guided Wave Structural Health Monitoring System Using Permanently Attached Sensors, IEEE Sens. J., 2007, 7(5), p 905–912.
A.J. Croxford, J. Moll, P.D. Wilcox and J.E. Michaels, Efficient Temperature Compensation Strategies for Guided Wave Structural Health Monitoring, Ultrasonics, 2010, 50(4–5), p 517–528.
T.Q. Trung and N.E. Lee, Flexible and Stretchable Physical Sensor Integrated Platforms for Wearable Human-Activity Monitoring and Personal Healthcare, Adv. Mater., 2016, 28(22), p 4338–4372.
Y. Liu, M. Pharr and G.A. Salvatore, Lab-on-Skin: A Review of Flexible and Stretchable Electronics for Wearable Health Monitoring, ACS Nano, 2017, 11(10), p 9614–9635.
S. Choi, H. Lee, R. Ghaffari, T. Hyeon and D.H. Kim, Recent Advances in Flexible and Stretchable Bio-electronic Devices Integrated with Nanomaterials, Adv. Mater., 2016, 28(22), p 4203–4218.
Q. Li, L.N. Zhang, X.M. Tao and X. Ding, Review of Flexible Temperature Sensing Networks for Wearable Physiological Monitoring, Adv. Healthc. Mater., 2017, 6(12), p 1601371.
G.A. Salvatore, J. Sülzle, F. Dalla Valle, G. Cantarella, F. Robotti, P. Jokic, S. Knobelspies, A. Daus, L. Büthe and L. Petti, Biodegradable and Highly Deformable Temperature Sensors for the Internet of Things, Adv. Funct. Mater., 2017, 27(35), p 1702390.
H. Guo, M.-H. Yeh, Y. Zi, Z. Wen, J. Chen, G. Liu, C. Hu and Z.L. Wang, Ultralight Cut-Paper-Based Self-Charging Power Unit For Self-Powered Portable Electronic and Medical Systems, ACS Nano, 2017, 11(5), p 4475–4482.
X. Wang and Y. Yang, Effective Energy Storage from a Hybridized Electromagnetic-Triboelectric Nanogenerator, Nano Energy, 2017, 32, p 36–41.
K. Sima, T. Syrovy, S. Pretl, J. Freisleben, D. Cesek, A. Hamacek, Flexible smart tag for cold chain temperature monitoring, in 2017 40th International Spring Seminar on Electronics Technology (ISSE), 2017, IEEE, p 1–5
A.J. Lopes, E. MacDonald, and R.B. Wicker, Integrating stereolithography and direct print technologies for 3D structural electronics fabrication, Rapid Prototyp. J., 2012, 18(2), p 129–143.
J. Palmer, B. Jokiel, C. Nordquist, B. Kast, C. Atwood, E. Grant, F. Livingston, F. Medina and R. Wicker, Mesoscale RF Relay Enabled by Integrated Rapid Manufacturing, Rapid Prototyp. J., 2006, 12(3), p 148–155.
R. Wicker, F. Medina, C. Elkins, Multiple Material Micro-Fabrication: Extending Stereolithography to Tissue Engineering and Other Novel Applications 754, 2004 International Solid Freeform Fabrication Symposium, 2004
J. Abry, S. Bochard, A. Chateauminois, M. Salvia, G. Giraud, In situ monitoring of flexural fatigue damage in CFRP laminates by electrical resistance measurements, in Smart Materials and Structures, 4th ESSM and 2nd MIMR Conference, Harrogate, 1998, pp 389–396
L. Hou and S. Hayes, A Resistance-Based Damage Location Sensor for Carbon-Fibre Composites, Smart Mater. Struct., 2002, 11(6), p 966.
M. Kemp, Self-sensing composites for smart damage detection using electrical properties, in Second European Conference on Smart Structures and Materials, 1994, International Society for Optics and Photonics, pp 136–139
K.S.H. Wittich, The electrical response of strained and/or damaged polymer matrix-composites, in Proceedings of the Tenth International Conference on Composite Materials: Structures, (Woodhead Publishing, 1995), p 349
X. Wang and D. Chung, Real-Time Monitoring of Fatigue Damage and Dynamic Strain in Carbon Fiber Polymer-Matrix Composite by Electrical Resistance Measurement, Smart Mater. Struct., 1997, 6(4), p 504.
D. de Baere, M. Strantza, M. Hinderdael, W. Devesse, and P. Guillaume, Effective Structural Health Monitoring with Additive Manufacturing, EWSHM - 7th European Workshop on Structural Health Monitoring, IFFSTTAR (Inria, Université de Nantes), July 2014, Nantes, France.
D. Lehmhus, T. Wuest, S. Wellsandt, S. Bosse, T. Kaihara, K.-D. Thoben and M. Busse, Cloud-Based Automated Design and Additive Manufacturing: A Usage Data-Enabled Paradigm Shift, Sensors, 2015, 15(12), p 32079–32122.
J.R. Nicholls, K. Lawson, A. Johnstone and D. Rickerby, Methods to Reduce the Thermal Conductivity of EB-PVD TBCs, Surf. Coat. Technol., 2002, 151, p 383–391.
Z. Li, S. Khuje, A. Chivate, Y. Huang, Y. Hu, L. An, Z. Shao, J. Wang, S. Chang and S. Ren, Printable Copper Sensor Electronics for High Temperature, ACS Appl. Electron. Mater., 2020, 2(7), p 1867–1873.
T. DebRoy, H. Wei, J. Zuback, T. Mukherjee, J. Elmer, J. Milewski, A.M. Beese, A.D. Wilson-Heid, A. De and W. Zhang, Additive Manufacturing of Metallic Components–Process, Structure and Properties, Prog. Mater. Sci., 2018, 92, p 112–224.
A. Hehr and M. Norfolk, A Comprehensive Review of Ultrasonic Additive Manufacturing, Rapid Prototyp. J., 2019, 26(3), p 445–458.
Acknowledgments
Financial support at University at Buffalo (S.R.) was provided by the U.S. Army Research Laboratory under Award W911NF-20-2-0016. We would also like to thank Yash Bandari for help coordinating the efforts. Financial support at EWI was provided by the U.S. Army Research Laboratory under Cooperative Agreement W911NF-13-2-0038 (Modification P00011).
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The manuscript was written through contributions of all authors. A. K., J. Y., S. R designed and supervised the project. S. K. and Z. L worked on the synthesis of printable Cu nanostructured ink and sensor preparation. A. H., A. K., L. K., A. K., carried out the metal additive manufacturing and measurements. All authors have given approval to the final version of the manuscript.
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This invited article is part of a special topical focus in the Journal of Materials Engineering and Performance on Additive Manufacturing. The issue was organized by Dr. William Frazier, Pilgrim Consulting, LLC; Mr. Rick Russell, NASA; Dr. Yan Lu, NIST; Dr. Brandon D. Ribic, America Makes; and Caroline Vail, NSWC Carderock.
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Khuje, S., Hehr, A., Li, Z. et al. Printed Structural Temperature Monitoring Embedded in Multi-Process Hybrid Additive Manufacturing. J. of Materi Eng and Perform 30, 5093–5099 (2021). https://doi.org/10.1007/s11665-021-05658-8
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DOI: https://doi.org/10.1007/s11665-021-05658-8