journal article·2025-01-22

Intelligent Thermochromic Heating E-Textile for Personalized Temperature Control in Healthcare

Ching Lee, Jeanne Tan, Jun Jong Tan, Hiu Ting Tang, Wing Shan Yu, Ngan Yi Kitty Lam

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Abstract

Heating electronic textiles (e-textiles) are widely used for thermal comfort and energy conservation, but prolonged heating raises concerns about heat-related illnesses, especially in the elderly. Despite advancements, achieving universal user satisfaction remains difficult due to diverse thermal needs. This paper introduces an intelligent thermochromic heating e-textile with an artificial intelligence (AI)-based temperature control system for optimized personal comfort and color indicators for elderly caregivers. The fabric integrates conductive yarn, temperature-induced discoloration yarn (TIDY), and polymeric optical fiber (POF) to visualize temperature changes, ensuring efficiency and comfort. Equipped with microcontrollers, ambient sensors, and Bluetooth connectivity, the system offers comprehensive intelligent heating solutions. An AI model, trained on data from 50 wearability test subjects, determines optimal heating temperatures (40-50 °C) with 5.083 mean squared error (MSE), showing a high correlation between predicted and actual comfort levels. This concept enhances thermal comfort and mitigates overheating risks, promising for wearable healthcare applications.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Thermal Radiation and Cooling Technologies · Building Energy and Comfort Optimization · Advanced Sensor and Energy Harvesting Materials

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

Affiliations

School of Fashion and Textiles, The Hong Kong Polytechnic University, Hung Hom, Hong Kong Special Administrative Region

Laboratory for Artificial Intelligence in Design, Hong Kong Science Park, New Territories, Hong Kong Special Administrative Region

Funding

Innovation and Technology Commission

References (56)

Show source-provided references
1. 10.2495/HPSM14009110.2495/HPSM140091 ↗
2. 10.1016/j.measurement.2012.03.03210.1016/j.measurement.2012.03.032 ↗
3. 10.3390/ma603107210.3390/ma6031072 ↗
4. Bahadir S. K. · 2018 · 175
5. 10.1177/152808371348038010.1177/1528083713480380 ↗
6. Luo, Y. W. Temperature adjusting and controlling pad. CN 104013243 A, 2014. Accessed on: May. 1, 2024. [Online]. Available: https://patents.google.com/patent/CN104013243A/en?oq=CN104013243A.
7. Cheng, Q. Medical temperature rising blanket. CN 205007104 U, 2016. Accessed on: May 1, 2024. [Online]. Available: https://patents.google.com/patent/CN205007104U/en.
8. Ellis, K. D. Device and Method for Temperature Management of Heating Pad Systems. AU 2008224637 B2, 2014. Accessed on: May 1, 2024. [Online]. Available: https://patents.google.com/patent/AU2008224637B2/ko.
9. Chen, S. R.; Huo, Y. Z.; Qiu, W. J. Controllable shoulder pad of medical temperature. CN 205567912 U, 2016. Accessed on: May 1, 2024. [Online]. Available: https://patents.google.com/patent/CN205567912U/en.
10. Lin, G. Smart system and method for promoting sleep quality. CN 105797270 A, 2016. Accessed on: May 1, 2024. [Online]. Available: https://patents.google.com/patent/CN105797270A/en.
11. Huang, J.; Liu, Y.; Chen, W. Q.; Zhu, Y. S.; Zhang, D. F. Intelligent electric heating scarf. CN 202958932 U, 2013. Accessed on: May 1, 2024. [Online]. Available: https://patents.google.com/patent/CN202958932U/en.
12. Wang, H.; Bao, J. Intelligent temperature-regulation garment. CN 101785586 A, 2010. Accessed on: May 1, 2024. [Online]. Available: https://patents.google.com/patent/CN101785586A/en.
13. 10.1002/admt.20190115510.1002/admt.201901155 ↗
14. Zhu, X. Q. Intelligent controller of electric heater. CN 203687188 U, 2014. Accessed on: May 1, 2024. [Online]. Available: https://patents.google.com/patent/CN203687188U/en.
15. West, A. C. Thermal warming blanket for patient temperature management. U.S. Patent 6,078,026 A, 2000. Accessed on: May 1, 2024. [Online]. Available: https://patents.google.com/patent/US6078026A/en.
16. Corona, S. Heat mat with thermostatic control. U.S. Patent 20,160,192,442 A1, 2016. Accessed on: May 1, 2024. [Online]. Available: 2016. https://patents.google.com/patent/US20160192442
17. 10.1002/admt.20220113710.1002/admt.202201137 ↗
18. Labour and Welfare Bureau HKSAR · 2022
19. Hong T. C. · 2024
20. 10.1080/1944701460866204710.1080/19447014608662047 ↗
21. 10.1177/004051751349425410.1177/0040517513494254 ↗
22. 10.1177/15589250140090011310.1177/155892501400900113 ↗
23. 10.1080/00405000.2019.166193710.1080/00405000.2019.1661937 ↗
24. 10.1080/00405000.2020.176167910.1080/00405000.2020.1761679 ↗
25. Tan J. · 2015 · 100510.1007/978-981-4451-45-1_29 ↗
26. 10.1177/0040517521103424510.1177/00405175211034245 ↗
27. 10.1080/00405000.2023.219379010.1080/00405000.2023.2193790 ↗
28. 10.1177/0040517522112497510.1177/00405175221124975 ↗
29. Colley, M.; Hartwig, S.; Zeqiri, A.; Ropinski, T.; Rukzio, E. AutoTherm: A Dataset and Ablation Study for Thermal Comfort Prediction in Vehicles. 2022.
30. 10.1177/0040517524127562010.1177/00405175241275620 ↗
31. 10.1080/00405000.2021.198396410.1080/00405000.2021.1983964 ↗
32. 10.1016/j.jtice.2021.04.00110.1016/j.jtice.2021.04.001 ↗
33. 10.1093/annhyg/mep07310.1093/annhyg/mep073 ↗
34. Kiekens P. · 201210.1007/978-94-007-0576-0 ↗
35. 10.3390/inventions302002310.3390/inventions3020023 ↗
36. 10.1088/1361-665X/aa684910.1088/1361-665X/aa6849 ↗
37. 10.1038/srep4501310.1038/srep45013 ↗
38. 10.1016/j.jtherbio.2024.10382810.1016/j.jtherbio.2024.103828 ↗
39. 10.1016/j.buildenv.2022.10904510.1016/j.buildenv.2022.109045 ↗
40. 10.1002/gch2.20190009210.1002/gch2.201900092 ↗
41. 10.1177/15280837910200030710.1177/152808379102000307 ↗
42. Wang H. · 2020 · 7910.1007/978-981-15-9169-3_5 ↗
43. Elmogahzy Y. · 2018 · 22310.1016/B978-0-08-101272-7.00007-9 ↗
44. 2024
45. 2024
46. 10.1108/0955622091093385310.1108/09556220910933853 ↗
47. 2023
48. Choi T. Y. · 2022
49. Law K. Y. · 2020
50. Chan Y. W. · 2021
51. Ko K. Y. · 2017
52. Lam K. M. · 2022
53. Lee C. · 2023
54. Zhao, Y. Study and development of novel thermal functional textile with conductive materials. Ph.D. Thesis, The Hong Kong Polytechnic University, Hong Kong, 2019.
55. Tan, J. Intelligent Textile System for Interiors, Fashion and Rehabilitation; AiD Lab, 2024. https://www.aidlab.hk/en/research/32 (accessed July 4, 2024).
56. 10.1177/1045389X1558590110.1177/1045389X15585901 ↗