journal article·2023-09-20Open access

Smart Textiles: A Review and Bibliometric Mapping

Irena Sajovic, Mateja Kert, Bojana Boh Podgornik

Applied Sciences· Volume 13· Issue 18

Abstract

According to ISO/TR 23383, smart textiles reversibly interact with their environment and respond or adapt to changes in the environment. The present review and bibliometric analysis was performed on 5810 documents (1989–2022) from the Scopus database, using VOSviewer and Bibliometrix/Biblioshiny for science mapping. The results show that the field of smart textiles is highly interdisciplinary and dynamic, with an average growth rate of 22% and exponential growth in the last 10 years. Beeby, S.P., and Torah, R.N. have published the highest number of papers, while Wang, Z.L. has the highest number of citations. The leading journals are Sensors, ACS Applied Materials and Interfaces, and Textile Research Journal, while Advanced Materials has the highest number of citations. China is the country with the most publications and the most extensive cooperative relationships with other countries. Research on smart textiles is largely concerned with new materials and technologies, particularly in relation to electronic textiles. Recent research focuses on energy generation (triboelectric nanogenerators, thermoelectrics, Joule heating), conductive materials (MXenes, liquid metal, silver nanoparticles), sensors (strain sensors, self-powered sensors, gait analysis), speciality products (artificial muscles, soft robotics, EMI shielding), and advanced properties of smart textiles (self-powered, self-cleaning, washable, sustainable smart textiles).
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Advanced Sensor and Energy Harvesting Materials · Conducting polymers and applications · Green IT and Sustainability

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Faculty of Natural Sciences and Engineering, Department of Textiles, Graphic Arts and Design, University of Ljubljana, Aškerčeva cesta 12, 1000 Ljubljana, Slovenia

Funding

Slovenian Research and Innovation Agency (ARIS)

References (100+)

Show source-provided references
1. Standardisation of Smart Textiles
2. Mapping the Knowledge Domains of Smart Textile: Visualization Analysis-Based Studies10.1080/00405000.2021.2005278 ↗
3. A Concept of Intelligent Materials10.1177/1045389X9000100201 ↗
4. Simon, C., Potter, E., McCabe, M., and Baggerman, C. (2010). Smart Fabrics Technology Development: Final Report, NASA.
5. Smart Fabric Textiles: Recent Advances and Challenges10.3390/textiles2040034 ↗
6. Tadesse, M.G., Loghin, C., Dulgheriu, I., and Loghin, E. (2021). Comfort Evaluation of Wearable Functional Textiles. Materials, 14.10.3390/ma14216466 ↗
7. Recent Progress of Ti3C2Tx-Based MXenes for Fabrication of Multifunctional Smart Textiles10.1016/j.apmt.2022.101612 ↗
8. A Roadmap on Smart Textiles10.1080/00405160903465220 ↗
9. Smart Textiles and Nano-Technology: A General Overview
10. Applications of Nanotechnology in Smart Textile Industry: A Critical Review10.1016/j.jare.2022.01.008 ↗
11. (2020). Textiles and Textile Products—Smart (Intelligent) Textiles—Definitions, Categorisation, Applications and Standardization Needs (Standard No. ISO/TR 23383:2020).
12. Functional Clothing—Definition and Classification
13. Smart Textiles for Personalized Healthcare10.1038/s41928-022-00723-z ↗
14. Self-Powered Smart Textile Based on Dynamic Schottky Diode for Human-Machine Interactions10.1002/advs.202207298 ↗
15. Smart Textile Triboelectric Nanogenerators: Current Status and Perspectives10.1557/s43577-021-00123-2 ↗
16. (2023, July 31). Smart Textiles Market Size, Share, Trends, Global Report 2023–2028. Available online: https://www.imarcgroup.com/smart-textiles-market.
17. Smart Textiles: Challenges and Opportunities10.1063/1.4742728 ↗
18. Gehrke, I., Tenner, V., Lutz, V., Schmelzeisen, D., and Gries, T. (2019). Smart Textiles Production: Overview of Materials, Sensor and Production Technologies for Industrial Smart Textiles, MDPI—Multidisciplinary Digital Publishing Institute.
19. Hu, J. (2016). Active Coatings for Smart Textiles, Woodhead Publishing.10.1016/B978-0-08-100263-6.00001-0 ↗
20. A Review of Wearable Carbon-Based Sensors for Strain Detection: Fabrication Methods, Properties, and Mechanisms10.1177/00405175221148263 ↗
21. Self-Powered Sensing Technologies for Human Metaverse Interfacing10.1016/j.joule.2022.06.011 ↗
22. Fouda, A., Hamza, M.F., Shaheen, T.I., and Wei, Y. (2022). Editorial: Nanotechnology and Smart Textiles: Sustainable Developments of Applications. Front. Bioeng. Biotechnol., 10.10.3389/fbioe.2022.1002887 ↗
23. Popescu, M., and Ungureanu, C. (2023). Green Nanomaterials for Smart Textiles Dedicated to Environmental and Biomedical Applications. Materials, 16.10.3390/ma16114075 ↗
24. Medical Smart Textiles Based on Fiber Optic Technology: An Overview10.3390/jfb6020204 ↗
25. Piezofibers to Smart Textiles: A Review on Recent Advances and Future Outlook for Wearable Technology10.1039/D0TA00227E ↗
26. Actuating Textiles: Next Generation of Smart Textiles10.1002/admt.201700397 ↗
27. Kongahage, D., and Foroughi, J. (2019). Actuator Materials: Review on Recent Advances and Future Outlook for Smart Textiles. Fibers, 7.10.3390/fib7030021 ↗
28. Phase Change Materials for Smart Textiles—An Overview10.1016/j.applthermaleng.2007.08.009 ↗
29. A Review of Recent Developments in Smart Textiles Based on Perovskite Materials10.3390/textiles2030025 ↗
30. Koncar, V. (2016). Smart Textiles and their Applications, Woodhead Publishing.10.1016/B978-0-08-100574-3.00001-1 ↗
31. Van Langenhove, L. (2015). Advances in Smart Medical Textiles: Treatments and Health Monitoring, Woodhead Publishing.
32. Recent Trends, Construction, and Applications of Smart Textiles and Clothing for Monitoring of Health Activity: A Comprehensive Multidisciplinary Review10.1109/RBME.2020.3043623 ↗
33. Angelucci, A., Cavicchioli, M., Cintorrino, I.A., Lauricella, G., Rossi, C., Strati, S., and Aliverti, A. (2021). Smart Textiles and Sensorized Garments for Physiological Monitoring: A Review of Available Solutions and Techniques. Sensors, 21.10.3390/s21030814 ↗
34. Nigusse, A.B., Mengistie, D.A., Malengier, B., Tseghai, G.B., and Langenhove, L.V. (2021). Wearable Smart Textiles for Long-Term Electrocardiography Monitoring—A Review. Sensors, 21.10.3390/s21124174 ↗
35. Smart Textiles for Healthcare and Sustainability10.1021/acsnano.2c06287 ↗
36. Smart Textiles and Wearable Technologies—Opportunities Offered in the Fight against Pandemics in Relation to Current COVID-19 State10.1515/rams-2020-0048 ↗
37. Ivanoska-Dacikj, A., Oguz-Gouillart, Y., Hossain, G., Kaplan, M., Sivri, Ç., Ros-Lis, J.V., Mikucioniene, D., Munir, M.U., Kizildag, N., and Unal, S. (2023). Advanced and Smart Textiles during and after the COVID-19 Pandemic: Issues, Challenges, and Innovations. Healthcare, 11.10.3390/healthcare11081115 ↗
38. Investigating Properties of Electrically Conductive Textiles: A Review10.14502/tekstilec.65.2022045 ↗
39. Smart Textiles for Electricity Generation10.1021/acs.chemrev.9b00821 ↗
40. Dolez, P.I. (2021). Energy Harvesting Materials and Structures for Smart Textile Applications: Recent Progress and Path Forward. Sensors, 21.10.3390/s21186297 ↗
41. Progress in Textile-Based Triboelectric Nanogenerators for Smart Fabrics10.1016/j.nanoen.2018.11.025 ↗
42. Smart Textile Triboelectric Nanogenerators: Prospective Strategies for Improving Electricity Output Performance10.3390/nanoenergyadv2010006 ↗
43. Smart Electronic Textiles10.1002/anie.201507333 ↗
44. Review of the End-of-Life Solutions in Electronics-Based Smart Textiles10.1080/00405000.2020.1825176 ↗
45. Wearable Electronics and Smart Textiles: A Critical Review10.3390/s140711957 ↗
46. Overview of Wearable Electronics and Smart Textiles10.1080/00405000.2016.1177870 ↗
47. Recent Advancements in Wearable & Smart Textiles: An Overview10.1016/j.matpr.2019.05.334 ↗
48. An Overview of Recent Developments in the Field of Wearable Smart Textiles
49. Smart Textiles for Personalized Thermoregulation10.1039/D1CS00003A ↗
50. Chapman, R. (2012). Smart Textiles for Protection, Elsevier.10.1533/9780857097620 ↗
51. Degenstein, L.M., Sameoto, D., Hogan, J.D., Asad, A., and Dolez, P.I. (2021). Smart Textiles for Visible and IR Camouflage Application: State-of-the-Art and Microfabrication Path Forward. Micromachines, 12.10.3390/mi12070773 ↗
52. Smart Textiles: An Overview of Recent Progress on Chromic Textiles10.1080/00405000.2020.1785071 ↗
53. Mapping the Research Status and Dynamic Frontiers of Functional Clothing: A Review via Bibliometric and Knowledge Visualization10.1108/IJCST-10-2021-0151 ↗
54. De-la-Fuente-Robles, Y.-M., Ricoy-Cano, A.-J., Albín-Rodríguez, A.-P., López-Ruiz, J.L., and Espinilla-Estévez, M. (2022). Past, Present and Future of Research on Wearable Technologies for Healthcare: A Bibliometric Analysis Using Scopus. Sensors, 22.10.3390/s22228599 ↗
55. Knowledge Mapping of Protective Clothing Research—A Bibliometric Analysis Based on Visualization Methodology10.1177/0040517518809044 ↗
56. Halepoto, H., Gong, T., and Memon, H. (2022). A Bibliometric Analysis of Antibacterial Textiles. Sustainability, 14.10.3390/su141811424 ↗
57. Bataglini, W.V., Forno, A.J.D., Steffens, F., and Kipper, L.M. (2021, January 5–8). 3D Printing Technology: An Overview of the Textile Industry. Proceedings of the International Conference on Industrial Engineering and Operations Management, Sao Paulo, Brazil.10.46254/SA02.20210137 ↗
58. Paschalidou, V. (2022). Bibliometric Analysis on Business Processes. [Master’s Thesis, University of Macedonia].
59. How to Conduct a Bibliometric Analysis: An Overview and Guidelines10.1016/j.jbusres.2021.04.070 ↗
60. Some Bibliometric Procedures for Analyzing and Evaluating Research Fields
61. Integrating Research Performance Analysis and Science Mapping10.1007/BF02459614 ↗
62. Van Raan, A.F.J. (2013). Handbook of Quantitative Studies of Science and Technology, Elsevier.
63. Bibliometric Performance Measures10.1007/BF02129596 ↗
64. An Approach for Detecting, Quantifying, and Visualizing the Evolution of a Research Field: A Practical Application to the Fuzzy Sets Theory Field10.1016/j.joi.2010.10.002 ↗
65. Changes in the Intellectual Structure of Strategic Management Research: A Bibliometric Study of the Strategic Management Journal, 1980–200010.1002/smj.397 ↗
66. Forty Years of the Journal of Futures Markets: A Bibliometric Overview10.1002/fut.22211 ↗
67. Update on Science Mapping: Creating Large Document Spaces10.1007/BF02457414 ↗
68. Visualizing Knowledge Domains10.1002/aris.1440370106 ↗
69. Mapping Research Specialties10.1002/aris.2008.1440420113 ↗
70. Bibliometric Analysis of Visualizations in Computer Graphics: A Study10.1177/21582440211071105 ↗
71. Science Mapping Software Tools: Review, Analysis, and Cooperative Study among Tools10.1002/asi.21525 ↗
72. Bibliometrix: An R-Tool for Comprehensive Science Mapping Analysis10.1016/j.joi.2017.08.007 ↗
73. An Overview of Scientometric Mapping for the Safety Science Community: Methods, Tools, and Framework10.1016/j.ssci.2020.105093 ↗
74. SciMAT: A New Science Mapping Analysis Software Tool10.1002/asi.22688 ↗
75. Agnusdei, G.P., Elia, V., and Gnoni, M.G. (2021). Is Digital Twin Technology Supporting Safety Management? A Bibliometric and Systematic Review. Appl. Sci., 11.10.3390/app11062767 ↗
76. Bujas, T., Vladimir, N., Koričan, M., Vukić, M., Ćatipović, I., and Fan, A. (2023). Extended Bibliometric Review of Technical Challenges in Mariculture Production and Research Hotspot Analysis. Appl. Sci., 13.10.3390/app13116699 ↗
77. What Is the Future of Work? A Science Mapping Analysis10.1016/j.emj.2020.04.010 ↗
78. Global Trends in Coronavirus Research at the Time of Covid-19: A General Bibliometric Approach and Content Analysis Using SciMAT
79. Comparison of PubMed, Scopus, Web of Science, and Google Scholar: Strengths and Weaknesses10.1096/fj.07-9492LSF ↗
80. Ravšelj, D., Umek, L., Todorovski, L., and Aristovnik, A. (2022). A Review of Digital Era Governance Research in the First Two Decades: A Bibliometric Study. Future Internet, 14.10.3390/fi14050126 ↗
81. van Eck, N.J., and Waltman, L. (2023). VOSviewer Manual: Manual for VOSviewer Version 1.6.19, Universoteit Leiden.
82. Science Mapping and Science Maps10.5771/0943-7444-7-8-535 ↗
83. A Scientometric Cognitive Study of Neural Network Research: Expert Mental Maps versus Bibliometric Maps10.1007/BF02016288 ↗
84. Kerr, M.J. (1989). Interactive Garment Design Using Three-Dimensional Surface Modelling Techniques. [Ph.D. Thesis, Queen’s University of Belfast].
85. Interactive Garment Design10.1007/BF01901066 ↗
86. Garner, J. (1992). Intelligent Fabrics for Keeping Cool. Afr. Text., 31–32.
87. Stylios, G., Sotomi, O.J., Zhu, R., Fan, J., Xu, Y.M., and Deacon, R. (1994, January 10–12). Sewability Integrated Environment (SIE) for Intelligent Garment Manufacture. Proceedings of the 4th International Conference on Advanced Factory Automation 1994, Troy, NY, USA.10.1049/cp:19940913 ↗
88. (1994). Anon Intelligent Fabrics Exact Their Price. Bekleidung/Wear, 8, 25–26.
89. Super TEX-SIM: Interactive Textile Design and Simulation10.1002/vis.4340050406 ↗
90. Intelligent Garment Manufacture
91. The Mechatronic Principles for Intelligent Sewing Environments10.1016/0957-4158(95)00021-V ↗
92. Smart Clothing: The Shift to Wearable Computing10.1145/232014.232021 ↗
93. Thinking Sewing Machines for Intelligent Garment Manufacture10.1108/09556229610109609 ↗
94. Biomimetic 4D Printing10.1038/nmat4544 ↗
95. A Survey on Wearable Sensor-Based Systems for Health Monitoring and Prognosis10.1109/TSMCC.2009.2032660 ↗
96. Shape-Memory Polymers and Their Composites: Stimulus Methods and Applications10.1016/j.pmatsci.2011.03.001 ↗
97. Micro-Cable Structured Textile for Simultaneously Harvesting Solar and Mechanical Energy10.1038/nenergy.2016.138 ↗
98. Boulos, M.N.K., Wheeler, S., Tavares, C., and Jones, R. (2011). How Smartphones Are Changing the Face of Mobile and Participatory Healthcare: An Overview, with Example from eCAALYX. Biomed. Eng. Online, 10.10.1186/1475-925X-10-24 ↗
99. Electrospun Nanofibers: New Concepts, Materials, and Applications10.1021/acs.accounts.7b00218 ↗
100. Majumder, S., Mondal, T., and Deen, M.J. (2017). Wearable Sensors for Remote Health Monitoring. Sens. Switz., 17.10.3390/s17010130 ↗