Submitted:
08 September 2025
Posted:
10 September 2025
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Abstract
Keywords:
1. Introduction
2. Theoretical Approach
3. Experimental Results
3. Mathematical Analysis – The Dual Phase Lag (DPL) Model
4. Two fingertips Making Contact
4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| q | Heat flux [W·m⁻²] |
| T | Temperature [K or °C]; experimental temperatures are reported in degrees Celsius (°C), but theoretical equations use Kelvin (K) for absolute values. |
| k | Thermal conductivity [W·m⁻¹·K⁻¹] |
| cv | Volumetric heat capacity [J·m⁻³·K⁻¹] |
| ρ | Density [kg·m⁻³] |
| cp | Specific heat capacity at constant pressure [J·kg⁻¹·K⁻¹] |
| a | Thermal diffusivity, a = k / cv [m²·s⁻¹] |
| τq | Phase lag of the heat flux [s] |
| τT | Phase lag of the temperature gradient [s] |
| Z | Dimensionless ratio of phase lags, Z = τT / τq [–] |
| p₀ | Applied heat flux amplitude [W·m⁻²] |
| u(t) | Unit step function [–] |
| δ(t) | Thermal penetration depth [m] |
| s | Laplace variable [s⁻¹] |
References
- Wilfling, J., Havenith, G., Raccuglia, M., & Hodder, S. (2022). Consumer expectations and perception of clothing comfort in sports and exercise garments. Research Journal of Textile and Apparel, 26(4), 293–309. [CrossRef]
- Ciesielska-Wróbel, I. L., & Van Langenhove, L. (2012). The hand of textiles – definitions, achievements, perspectives – a review. Textile Research Journal, 82(14), 1457–1468. [CrossRef]
- Kamalha, E., Zeng, Y., Mwasiagi, J. I., & Kyatuheire, S. (2013). The comfort dimension: A review of perception in clothing. Journal of Sensory Studies, 28(6), 423–444. [CrossRef]
- De Mey, G., Ciesielska-Wróbel, I., & Van Langenhove, L. (2016). Mathematical model of haptic perception of temperature. Textile Research Journal, 87(2), 155–164. [CrossRef]
- Ho, H. N., & Jones, L. A. (2008). Modeling the thermal responses of the skin surface during hand-object interactions. Journal of Biomechanical Engineering, 130(2), 021005. [CrossRef]
- Mukae, H., & Watanabe, T. (2016). Psychophysical relations between fabric physical properties and psychological touch perceptions. Journal of Sensory Studies, 31(6), 489–500. [CrossRef]
- Cui, Y., Wang, X., Liu, Y., & Zhang, Y. (2024). Modeling the relationship between fabric textures and evoked emotions: The role of sensory perception via vision and touch. i-Perception, 15(1), 1–14. [CrossRef]
- Bejan, A. (1993). Heat transfer. New York: John Wiley & Sons.
- Cengel, Y. A. (2003). Heat transfer: A practical approach (2nd ed.). McGraw-Hill.
- Tzou, D. Y. (1996). Macro- to microscale heat transfer: The lagging behavior. Taylor & Francis, London, 1996.
- Zhou, J. (2009). Macroscale and nanoscale heat transfer: Fundamentals and engineering applications. Wiley.
- Jay O. and G. Havenith G. (2004). Finger skin cooling on contact with cold materials: an investigation of male and female responses during short-term exposures with a view on hand and finger size. European Journal of Applied Physiology, 93, 1-8.
- Incropera F. and De Witt DP. Introduction to heat transfer. Wiley, 1985, 202-206.
- Bayazitoglu Y. and Ozisik MN. Elements of heat transfer. Mc Graw Hill, 1988, 140-148.
- Fournier D. and Boccara AC. (1989). Heterogenous media and rough surfaces: a fractal approach for heat diffusion studies. Physica (A), 157, 587-592.
- Goldman CH., Norris PM. and Tien CI. (1995). Picosecond energy transport by fractons in amorphous materials. National Heat Transfer conference, Portland, Oregon.
- Ciesielska-Wróbel, I., De Mey, G., & Van Langenhove, L. (2016). Dry heat transfer from the skin surface into textiles: subjective and objective measurement of thermal haptic perception of textiles - preliminary studies. Journal of the Textile Institute, 107(4), 445-455.
- Chatziathanasiou V;,Chatzipanagiotou P., Papagianopoulos I., De Mey G. & Wiecek B. (2013). Dynamic thermal analysis of underground medium power cables using thermal impedance, time constant distribution and structure function. Applied Thermal Engineering, 60, 256-260.
- Ciesielska-Wrobel I.L., Langenhove L.V., Grabowska K. Fingertip skin models for analysis of the haptic perception of textiles. J. Biomed. Sci. Eng., 07 (01) (2014), pp. 1-6, 10.4236/jbise.2014.71001.
- American Association of Textile Chemists and Colorists (AATCC) (2025), Evaluation Procedure (EP) 5, Guidelines for the Subjective Evaluation of Fabric Hand, in AATCC Manual of International Test Methods and Procedures (Vol. 100). Research Triangle Park, NC: American Association of Textile Chemists and Colorists.
- Zeng F, Wang G, Qiao J, et al. Modeling the relationship between fabric textures and the evoked emotions through different sensory perceptions. Journal of Engineered Fibers and Fabrics. 2024;19. [CrossRef]
- Abreu, M. J., Martins, E., Nagamatsu, N., & Amaral, W. (2022). Tactile Perception in the Sensory Comfort of Fabric Samples. In Journal of Biomimetics, Biomaterials and Biomedical Engineering (Vol. 57, pp. 57–63). Trans Tech Publications, Ltd. [CrossRef]
- Cardone, G., Ianiro, A., dello Ioio, G. et al. Temperature maps measurements on 3D surfaces with infrared thermography. Exp Fluids 52, 375–385 (2012). [CrossRef]
- Więcek, B., De Mey, G. (2011). Termowizja w podczerwieni: podstawy i zastosowania. Poland: Wydawnictwo PAK.
- Zhou, Y., Yu, H., Luo, M., & Zhou, X. (2024). Skin Heat Transfer and Thermal Sensation Coupling Model under Steady Stimulation. Buildings, 14(2), 547. [CrossRef]
- Mandal S, Annaheim S, Greve J, Camenzind M, Rossi RM. Modeling for predicting the thermal protective and thermo-physiological comfort performance of fabrics used in firefighters’ clothing. Textile Research Journal. 2018;89(14):2836-2849. [CrossRef]
- Bnar Ibrahim Omer, Yassin Mustafa Ahmed, Rzgar Mhammed Abdalrahman, Impact of textile types and their hybrids on the mechanical properties and thermal insulation of mohair-reinforced polyester Composite laminates, Results in Materials, Volume 21, 2024. [CrossRef]
- Stanisław Kocik, Agnes Psikuta, Joanna Ferdyn-Grygierek, Human body area view factors for radiative heat transfer: Influence of body region, shape, and posture, Building and Environment, Volume 281, 2025. [CrossRef]
- Joshi, A., Psikuta, A., Annaheim, S., & Rossi, R. M. (2023). Modelling of heat and mass transfer in clothing considering evaporation, condensation, and wet conduction with case study. Building and Environment, 228, 109786 (16 pp.). [CrossRef]
- Kalaoglu-Altan OI, Kayaoglu BK, Trabzon L. Improving thermal conductivities of textile materials by nanohybrid approaches. iScience. 2022 Jan 30;25(3):103825. PMID: 35243220; PMCID: PMC8867053. [CrossRef]
- R.A. Scott, Cold weather clothing for military applications, Editor(s): J.T. Williams, In Woodhead Publishing Series in Textiles, Textiles for Cold Weather Apparel, Woodhead Publishing, 2009, pp 305-328. [CrossRef]
- Rajesh Mishra, Jiri Militky, Mohanapriya Venkataraman, Nanoporous materials, Editor(s): Rajesh Mishra, Jiri Militky, In The Textile Institute Book Series, Nanotechnology in Textiles, Woodhead Publishing, 2019, pp 311-353. [CrossRef]
- H. Gidik, G. Bedek, D. Dupont, Developing thermophysical sensors with textile auxiliary wall, Editor(s): Vladan Koncar, In Woodhead Publishing Series in Textiles, Smart Textiles and their Applications, Woodhead Publishing, 2016, pp. 423-453. [CrossRef]
- Elahi Mangat, A., Hes, L., Bajzik, V., & Mazari, A. (2018). Thermal absorptivity model of knitted rib fabric and its experimental verification. AUTEX Research Journal, 18(1), 3–8. [CrossRef]
- Atalie D, Tesinova P, Tadesse MG, Ferede E, Dulgheriu I, Loghin E. Thermo-Physiological Comfort Properties of Sportswear with Different Combination of Inner and Outer Layers. Materials (Basel). 2021 Nov 14;14(22):6863. PMID: 34832265; PMCID: PMC8624076. [CrossRef]
- Mandal S, Mazumder NU, Agnew RJ, Song G, Li R. Characterization and Modeling of Thermal Protective and Thermo-Physiological Comfort Performance of Polymeric Textile Materials-A Review. Materials (Basel). 2021 May 5;14(9):2397. PMID: 34062955; PMCID: PMC8124731. [CrossRef]
- Yucan Peng, Yi Cui, Thermal management with innovative fibers and textiles: manipulating heat transport, storage and conversion, National Science Review, Volume 11, Issue 10, October 2024, nwae295, . [CrossRef]
- Puszkarz, A.K., Machnowski, W. & Błasińska, A. Modeling of thermal performance of multilayer protective clothing exposed to radiant heat. Heat Mass Transfer 56, 1767–1775 (2020). [CrossRef]
- Gholamreza, F., Su, Y., Li, R., Nadaraja, A. V., Gathercole, R., Li, R., Dolez, P. I., Golovin, K., Rossi, R. M., Annaheim, S., & Milani, A. S. (2022). Modeling and Prediction of Thermophysiological Comfort Properties of a Single Layer Fabric System Using Single Sector Sweating Torso. Materials, 15(16), 5786. [CrossRef]
- Tang, K. H. D. (2025). Advances in Thermoregulating Textiles: Materials, Mechanisms, and Applications. Textiles, 5(2), 22. [CrossRef]
- Lei L, Shi S, Wang D, Meng S, Dai JG, Fu S, Hu J. Recent Advances in Thermoregulatory Clothing: Materials, Mechanisms, and Perspectives. ACS Nano. 2023 Feb 14;17(3):1803-1830. Epub 2023 Feb 2. PMID: 36727670. [CrossRef]
- Lama Hamadeh, Amin Al-Habaibeh, Towards reliable smart textiles: Investigating thermal characterisation of embedded electronics in E-Textiles using infrared thermography and mathematical modelling, Sensors and Actuators A: Physical, Volume 338, 2022. [CrossRef]
- F.L. Zhu, Q.Q. Feng, Recent advances in textile materials for personal radiative thermal management in indoor and outdoor environments, International Journal of Thermal Sciences, Volume 165, 2021. [CrossRef]
- Da Yu Tzou, The generalized lagging response in small-scale and high-rate heating, International Journal of Heat and Mass Transfer, Volume 38, Issue 17, 1995, Pages 3231-3240. [CrossRef]
- Mukhopadhyay, S., Kothari, S., Kumar, R. (2014). Dual Phase-Lag Thermoelasticity. In: Hetnarski, R.B. (eds) Encyclopedia of Thermal Stresses. Springer, Dordrecht. [CrossRef]
- Quintanilla, R., Racke, R. (2007). Qualitative aspects in dual-phase-lag heat conduction. Proc. R. Soc. A.463659–674. [CrossRef]
- KatoTech, Kawabata Thermo Labo System KES-F7, information available at https://english.keskato.co.jp/archives/products/kes-f7 on July 22, 2025.






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