First-Principles Study on the Promoting Effect of Unsaturated Bonds in PTFE on Triboelectrification During Contact with Al
Abstract
1. Introduction
2. Model and Computational Details
2.1. Single-Chain Molecular Models
2.2. Amorphous Polymer Unit Cell Models
2.3. Modeling of the Al/Amorphous–Polymers Contact Interface
2.4. First-Principles Simulation on the Charge Transfer in Al/Polymer Contact Interfaces
3. Results and Discussion
3.1. Charge Transfer Analysis for Al/Amorphous-Polymer Interface
3.2. Charge Transfer Analysis for Al/Single-Chain-Polymer Interface
3.2.1. CDD Between Three Structural Configurations of PTFE Single-Chains and Al
3.2.2. Electrostatic Potential and Frontier Orbital Reveals Active Sites for Electron Transfer
3.2.3. Density of States Reveals the Composition of Frontier Orbitals
3.3. Charge Transfer Analysis for Al/Polymer–Monomer Interface
4. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
- Lacks, D.J.; Shinbrot, T. Long-standing and unresolved issues in triboelectric charging. Nat. Rev. Chem. 2019, 3, 465–476. [Google Scholar] [CrossRef] [Scilit]
- Wu, C.; Wang, A.C.; Ding, W.; Guo, H.; Wang, Z.L. Triboelectric Nanogenerator: A Foundation of the Energy for the New Era. Adv. Energy Mater. 2019, 9, 1802906. [Google Scholar] [CrossRef] [Scilit]
- Tang, X.; Hou, W.; Zheng, Q.; Fang, L.; Zhu, R.; Zheng, L. Self-powered wind sensor based on triboelectric nanogenerator for detecting breeze vibration on electric transmission lines. Nano Energy 2022, 99, 107412. [Google Scholar] [CrossRef] [Scilit]
- Liang, X.; Liu, Z.; Feng, Y.; Han, J.; Li, L.; An, J.; Chen, P.; Jiang, T.; Wang, Z.L. Spherical triboelectric nanogenerator based on spring-assisted swing structure for effective water wave energy harvesting. Nano Energy 2021, 83, 105836. [Google Scholar] [CrossRef] [Scilit]
- Rodrigues, C.; Ramos, M.; Esteves, R.; Correia, J.; Clemente, D.; Gonçalves, F.; Mathias, N.; Gomes, M.; Silva, J.; Duarte, C.; et al. Integrated study of triboelectric nanogenerator for ocean wave energy harvesting: Performance assessment in realistic sea conditions. Nano Energy 2021, 84, 105890. [Google Scholar] [CrossRef] [Scilit]
- Doganay, D.; Durukan, M.B.; Cugunlular, M.; Cakir, O.; Cicek, M.O.; Demircioglu, O.; Wei, D.; Unalan, H.E. Triboelectric nanogenerators from fundamentals to applications. Nano Energy 2025, 138, 110825. [Google Scholar] [CrossRef] [Scilit]
- Khanapurarm, U.K.; Rani, G.M.; Panda, S.; Charoonsuk, T.; Mistewicz, K.; Hajra, S.; Kaja, K.R.; Umapathi, R.; Sriphan, S.; Jała, J.; et al. Harvesting energy from friction: The revolutionary decade of triboelectric nanogenerators. Adv. Powder Mater. 2026, 5, 100373. [Google Scholar] [CrossRef] [Scilit]
- Tian, T.; Zhao, B.; Wang, Y.; Huang, S.; Ju, X.; Fan, Y. First-Principles Study on Interfacial Triboelectrification Between Water and Halogen-Functionalized Polymer Surfaces. Lubricants 2025, 13, 303. [Google Scholar] [CrossRef] [Scilit]
- Li, S.; Nie, J.; Shi, Y.; Tao, X.; Wang, F.; Tian, J.; Lin, S.; Chen, X.; Wang, Z.L. Contributions of Different Functional Groups to Contact Electrification of Polymers. Adv. Mater. 2020, 32, e2001307. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhao, B.; Wang, Y.; Huang, S.; Tian, T.; Liao, X.; Wang, W.; Li, Z. High-durability pendulum-structured TENG-EMG hybrid with stacked liquid-solid triboelectric layers for efficient low-frequency ocean wave energy capture. Chem. Eng. J. 2025, 523, 168505. [Google Scholar] [CrossRef] [Scilit]
- Yoo, D.; Park, S.-C.; Lee, S.; Sim, J.-Y.; Song, I.; Choi, D.; Lim, H.; Kim, D.S. Biomimetic anti-reflective triboelectric nanogenerator for concurrent harvesting of solar and raindrop energies. Nano Energy 2019, 57, 424–431. [Google Scholar] [CrossRef] [Scilit]
- Wang, Z.L.; Wang, A.C. On the origin of contact-electrification. Mater. Today 2019, 30, 34–51. [Google Scholar] [CrossRef] [Scilit]
- Lacks, D.J.; Duff, N.; Kumar, S.K. Nonequilibrium Accumulation of Surface Species and Triboelectric Charging in Single Component Particulate Systems. Phys. Rev. Lett. 2008, 100, 188305. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Pan, S.; Zhang, Z. Fundamental theories and basic principles of triboelectric effect: A review. Friction 2018, 7, 2–17. [Google Scholar] [CrossRef] [Scilit]
- Wu, J.; Wen, Q.; Zhu, W. Role of electrostatic force induced by contact electrification on the adhesion of triboelectric materials: An atomic scale investigation. Tribol. Int. 2026, 214, 111263. [Google Scholar] [CrossRef] [Scilit]
- Chen, S.W.; Cao, X.; Wang, N.; Ma, L.; Zhu, H.R.; Willander, M.; Jie, Y.; Wang, Z.L. An Ultrathin Flexible Single-Electrode Triboelectric-Nanogenerator for Mechanical Energy Harvesting and Instantaneous Force Sensing. Adv. Energy Mater. 2017, 7, 1601255. [Google Scholar] [CrossRef] [Scilit]
- Li, H.Y.; Su, L.; Kuang, S.Y.; Pan, C.F.; Zhu, G.; Wang, Z.L. Significant Enhancement of Triboelectric Charge Density by Fluorinated Surface Modification in Nanoscale for Converting Mechanical Energy. Adv. Funct. Mater. 2015, 25, 5691–5697. [Google Scholar] [CrossRef] [Scilit]
- Shin, S.-H.; Bae, Y.E.; Moon, H.K.; Kim, J.; Choi, S.-H.; Kim, Y.; Yoon, H.J.; Lee, M.H.; Nah, J. Formation of Triboelectric Series via Atomic-Level Surface Functionalization for Triboelectric Energy Harvesting. ACS Nano 2017, 11, 6131–6138. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Fatti, G.; Cavin, J.; Ko, H.; Mishra, R.; Dini, D.; Cho, S.B. First-Principles Models of Triboelectrification. Small Methods 2026, 10, e01782. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Šutka, A.; Mālnieks, K.; Lapčinskis, L.; Kaufelde, P.; Linarts, A.; Bērziņa, A.; Zābels, R.; Jurķāns, V.; Gorņevs, I.; Blūms, J.; et al. The role of intermolecular forces in contact electrification on polymer surfaces and triboelectric nanogenerators. Energy Environ. Sci. 2019, 12, 2417–2421. [Google Scholar] [CrossRef] [Scilit]
- Verners, O.; Lapčinskis, L.; Sherrell, P.C.; Šutka, A. Contact Electrification at Dielectric Polymer Interfaces: On Bond Scission, Material Transfer, and Electron Transfer. Adv. Mater. Interfaces 2023, 10, 2300562. [Google Scholar] [CrossRef] [Scilit]
- Mizzi, C.A.; Lin, A.Y.W.; Marks, L.D. Does Flexoelectricity Drive Triboelectricity? Phys. Rev. Lett. 2019, 123, 116103. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Mizzi, C.A.; Marks, L.D. When Flexoelectricity Drives Triboelectricity. Nano Lett. 2022, 22, 3939–3945. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Olson, K.P.; Mizzi, C.A.; Marks, L.D. Band Bending and Ratcheting Explain Triboelectricity in a Flexoelectric Contact Diode. Nano Lett. 2022, 22, 3914–3921. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Olson, K.P.; Marks, L.D. Is triboelectricity confusing, confused or complex? Rep. Prog. Phys. 2025, 88, 104501. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Xu, G.; Guan, D.; Fu, J.; Li, X.; Li, A.; Ding, W.; Zi, Y. Density of Surface States: Another Key Contributing Factor in Triboelectric Charge Generation. ACS Appl. Mater. Interfaces 2022, 14, 5355–5362. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Su, Y.; Berbille, A.; Wang, Z.L.; Tang, W. Water-solid contact electrification and catalysis adjusted by surface functional groups. Nano Res. 2023, 17, 3344–3351. [Google Scholar] [CrossRef] [Scilit]
- Liu, J.; Zhang, F.; Xu, J.; Jia, S.; Cui, N.; Yang, R.; Wang, W.; Gu, L. Unveiling the synergistic mechanism of C-F and C-Cl bonds in enhancing the triboelectric performance of fluorinated polymers. Nat. Commun. 2026, 17, 3698. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Wu, J.; Cao, J.; Bi, H.; Zhu, W.; Rong, J.; Xu, Y. Effect of external electric field on copper/silica contact electrification and adhesion: Insight from first-principles and molecular mechanics investigations. J. Phys. D Appl. Phys. 2024, 57, 385305. [Google Scholar] [CrossRef] [Scilit]
- Li, S.; Fan, Y.; Chen, H.; Nie, J.; Liang, Y.; Tao, X.; Zhang, J.; Chen, X.; Fu, E.; Wang, Z.L. Manipulating the triboelectric surface charge density of polymers by low-energy helium ion irradiation/implantation. Energy Environ. Sci. 2020, 13, 896–907. [Google Scholar] [CrossRef] [Scilit]
- Mayrhofer, L.; Mokhtar, M.; Walter, M.; Moseler, M. Oxidized Mechanoradicals Drive Triboelectricity in Polytetrafluoroethylene: A First Principle Understanding. J. Phys. Chem. C 2025, 129, 19592–19607. [Google Scholar] [CrossRef] [Scilit]
- Hohenberg, P.; Kohn, W. Inhomogeneous Electron Gas. Phys. Rev. 1964, 136, B864–B871. [Google Scholar] [CrossRef] [Scilit]
- Parr, R.G.; Weitao, Y. Density-Functional Theory of Atoms and Molecules; Oxford University Press: Oxford, UK, 1995. [Google Scholar]
- Perdew, J.P.; Levy, M. Physical Content of the Exact Kohn-Sham Orbital Energies: Band Gaps and Derivative Discontinuities. Phys. Rev. Lett. 1983, 51, 1884–1887. [Google Scholar] [CrossRef] [Scilit]
- Kohn, W.; Sham, L.J. Self-Consistent Equations Including Exchange and Correlation Effects. Phys. Rev. 1965, 140, A1133–A1138. [Google Scholar] [CrossRef] [Scilit]
- Issa, Y.M.; Abdel-Latif, S.A.; El-Ansary, A.L.; Hassib, H.B. The synthesis, spectroscopic characterization, DFT/TD-DFT/PCM calculations of the molecular structure and NBO of the novel charge-transfer complexes of pyrazine Schiff base derivatives with aromatic nitro compounds. New J. Chem. 2021, 45, 1482–1499. [Google Scholar] [CrossRef] [Scilit]
- Abdel-Latif, S.A.; Moustafa, H. Synthesis, characterization, electronic structure, and non-linear optical properties (NLO) of Mn(II), Co(II), Ni(II), Cu(II) and Zn(II) complexes with 5-phenylazo-8-hydroxyquinoline using DFT approach. Appl. Organomet. Chem. 2017, 31, e3876. [Google Scholar] [CrossRef] [Scilit]
- Darweesh, A.F.; El-Fatah, N.A.A.; Abdel-Latif, S.A.; Abdelhamid, I.A.; Elwahy, A.H.M.; Salem, M.E. Synthesis and DTF studies of novel aminoimidazodipyridines using 2-(3H-imidazo [4,5-b]pyridin-2-yl)acetonitrile as an efficient key precursor. Arkivoc 2021, 2021, 23–37. [Google Scholar] [CrossRef] [Scilit]
- Li, L.; Wang, X.; Zhu, P.; Li, H.; Wang, F.; Wu, J. The electron transfer mechanism between metal and amorphous polymers in humidity environment for triboelectric nanogenerator. Nano Energy 2020, 70, 104476. [Google Scholar] [CrossRef] [Scilit]
- Lee, J.W.; Cho, H.J.; Chun, J.; Kim, K.N.; Kim, S.; Ahn, C.W.; Kim, I.W.; Kim, J.-Y.; Kim, S.-W.; Yang, C.; et al. Robust nanogenerators based on graft copolymersvia control of dielectrics for remarkable output power enhancement. Sci. Adv. 2017, 3, 1602902. [Google Scholar] [CrossRef] [Scilit]
- Liu, W.; Yang, C.-L.; Zhu, Y.-T.; Wang, M.-S. Interactions between Single-Walled Carbon Nanotubes and Polyethylene/Polypropylene/Polystyrene/Poly(phenylacetylene)/Poly(p-phenylenevinylene) Considering Repeat Unit Arrangements and Conformations: A Molecular Dynamics Simulation Study. J. Phys. Chem. C 2008, 112, 1803–1811. [Google Scholar] [CrossRef] [Scilit]
- Chawla, R.; Sharma, S. Molecular dynamics simulation of carbon nanotube pull-out from polyethylene matrix. Compos. Sci. Technol. 2017, 144, 169–177. [Google Scholar] [CrossRef] [Scilit]
- Pan, D.; Zhu, K.; Zhang, Y.; Sun, L.; Hao, X. First principles and molecular dynamics simulation investigation of mechanical properties of the PTFE/graphene composites. Compos. Part B Eng. 2022, 242, 110050. [Google Scholar] [CrossRef] [Scilit]
- Sun, H. COMPASS: An ab initio force-field optimized for condensed-phase applications overview with details on alkane and benzene compounds. J. Phys. Chem. B 1998, 102, 7338–7364. [Google Scholar] [CrossRef] [Scilit]
- Segall, M.D.; Lindan, P.J.; Probert, M.A.; Pickard, C.J.; Hasnip, P.J.; Clark, S.J.; Payne, M.C. First-principles simulation ideas, illustrations and the CASTEP code. J. Phys. Condens. Matter 2002, 14, 2717–2744. [Google Scholar] [CrossRef] [Scilit]
- John, P.; Perdew, K.B.; Ernzerhof, M. Generalized gradient approximation made simple. Phys. Rev. 1996, 77, 3865. [Google Scholar] [CrossRef] [Scilit]
- Wu, J.; Wang, X.; Li, H.; Wang, F.; Hu, Y. First-principles investigations on the contact electrification mechanism between metal and amorphous polymers for triboelectric nanogenerators. Nano Energy 2019, 63, 103864. [Google Scholar] [CrossRef] [Scilit]
- Wei, X.; Zhao, Z.; Zhang, C.; Yuan, W.; Wu, Z.; Wang, J.; Wang, Z.L. All-Weather Droplet-Based Triboelectric Nanogenerator for Wave Energy Harvesting. ACS Nano 2021, 15, 13200–13208. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- De Proft, F.; Van Alsenoy, C.; Peeters, A.; Langenaeker, W.; Geerlings, P. Atomic charges, dipole moments, and Fukui functions using the Hirshfeld partitioning of the electron density. J. Comput. Chem. 2002, 23, 1198–1209. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ko, H.; Lim, Y.-w.; Han, S.; Jeong, C.K.; Cho, S.B. Triboelectrification: Backflow and Stuck Charges Are Key. ACS Energy Lett. 2021, 6, 2792–2799. [Google Scholar] [CrossRef] [Scilit]
- Baytekin, H.T.; Patashinski, A.Z.; Branicki, M.; Baytekin, B.; Soh, S.; Grzybowski, B.A. The Mosaic of Surface Charge in Contact Electrification. Science 2011, 333, 308–312. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Liang, X.M.; Xing, Y.Z.; Li, L.T.; Yuan, W.K.; Wang, G.F. An experimental study on the relation between friction force and real contact area. Sci. Rep. 2021, 11, 20366. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Yang, W.; Wang, X.; Li, H.; Wu, J.; Hu, Y. Comprehensive contact analysis for vertical-contact-mode triboelectric nanogenerators with micro-/nano-textured surfaces. Nano Energy 2018, 51, 241–249. [Google Scholar] [CrossRef] [Scilit]
- Li, L.; Wang, X.; Hu, Y.; Li, Z.; Wang, C.; Zhao, Z. Understanding the Ferroelectric Polymer–Metal Contact Electrification for Triboelectric Nanogenerator from Molecular and Electronic Structure. Adv. Funct. Mater. 2021, 32, 2109949. [Google Scholar] [CrossRef] [Scilit]
- Xiang, T.; Chen, X.; Sun, H.; Liu, D.; Jiang, Y.; Chen, S.; Xie, Y.; Zhang, S. Advances in liquid-solid triboelectric nanogenerators and its applications. J. Mater. Sci. Technol. 2025, 214, 153–169. [Google Scholar] [CrossRef] [Scilit]
- Nan, Y.; Shao, J.; Willatzen, M.; Wang, Z.L. Understanding Contact Electrification at Water/Polymer Interface. Research 2022, 2022, 9861463. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Wu, J.; Wang, X.; Li, H.; Wang, F.; Yang, W.; Hu, Y. Insights into the mechanism of metal-polymer contact electrification for triboelectric nanogenerator via first-principles investigations. Nano Energy 2018, 48, 607–616. [Google Scholar] [CrossRef] [Scilit]
- Li, L.-H.; Kontsevoi, O.Y.; Freeman, A.J. Atomic-Scale Understanding of the Interaction of Poly(3-hexylthiophene) with the NiO (100) Surface: A First-Principles Study. J. Phys. Chem. C 2014, 118, 20298–20305. [Google Scholar] [CrossRef] [Scilit]
- Wang, L.; Dong, Y.; Tao, J.; Ma, T.; Dai, Z. Study of the mechanisms of contact electrification and charge transfer between polytetrafluoroethylene and metals. J. Phys. D Appl. Phys. 2020, 53, 285302. [Google Scholar] [CrossRef] [Scilit]








| Contact Material Pairs | Al/Saturated-PTFE | Al/Unsaturated-Head-PTFE | Al/Unsaturated-Middle-PTFE |
|---|---|---|---|
| Interfacial charge density (nC/mm2) | 51.45 | 57.73 | 63.37 |
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Tian, T.; Zhao, B.; Wang, C.; Zhang, X.; Fan, Y.; Xiao, P. First-Principles Study on the Promoting Effect of Unsaturated Bonds in PTFE on Triboelectrification During Contact with Al. Lubricants 2026, 14, 291. https://doi.org/10.3390/lubricants14080291
Tian T, Zhao B, Wang C, Zhang X, Fan Y, Xiao P. First-Principles Study on the Promoting Effect of Unsaturated Bonds in PTFE on Triboelectrification During Contact with Al. Lubricants. 2026; 14(8):291. https://doi.org/10.3390/lubricants14080291
Chicago/Turabian StyleTian, Taili, Bo Zhao, Chen Wang, Xiaotian Zhang, Yuyan Fan, and Peng Xiao. 2026. "First-Principles Study on the Promoting Effect of Unsaturated Bonds in PTFE on Triboelectrification During Contact with Al" Lubricants 14, no. 8: 291. https://doi.org/10.3390/lubricants14080291
APA StyleTian, T., Zhao, B., Wang, C., Zhang, X., Fan, Y., & Xiao, P. (2026). First-Principles Study on the Promoting Effect of Unsaturated Bonds in PTFE on Triboelectrification During Contact with Al. Lubricants, 14(8), 291. https://doi.org/10.3390/lubricants14080291

