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Bioinspired asymmetric structural synergy for soft robotics: closed-loop piezoelectric harvesting and ionic actuation
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  • Published: 02 April 2026

Bioinspired asymmetric structural synergy for soft robotics: closed-loop piezoelectric harvesting and ionic actuation

  • Heng Yao1,
  • Yuze Jiao1,
  • Zhaoyue Xia1,
  • Huang Lin1,
  • Yuanjing Cui1,
  • Hui Yang1 &
  • …
  • Qilong Zhang1 

npj Flexible Electronics , Article number:  (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Engineering
  • Materials science
  • Physics

Abstract

Conventional robotics face fundamental trade-offs among energy-autonomy, actuation efficiency, and manufacturing simplicity. Here, we break this dilemma through a universal material design strategy of “bioinspired asymmetric engineering”. This concept is materialized through a one-step, scalable coordination of metal-organic framework UIO-66(Hf) with a piezoelectric polymer poly(vinylidene fluoride-co-trifluoroethylene) (P(VDF-TrFE)), yielding a hierarchical hemispherical-pore composite that achieves record piezoelectricity (d33 = 46.7 ± 0.4 pC/N), and generating considerable piezoelectric outputs (open-circuit voltage (Voc) = 32.0 V, short-circuit current (Isc) = 2.2 μA, Power density (PD) = 10.9 μW cm−2). The same asymmetry principle enables a Janus actuator, where programmed elastic modulus gradation and porous ion channels co-produce ultrafast response (0.8 ms) and large bending (18.0 mm). Crucially, we first demonstrate the strategy’s versatility by integrating these components into a closed-loop, and self-powered robotic system capable of direct piezopotential-driven actuation. This work establishes asymmetric structural design as a versatile materials paradigm, opening the pathways toward intelligent soft robotics and autonomous embodied systems.

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Data Availability

All data used are available within this paper and Supplementary Information. Any data deemed relevant are available from the corresponding author upon request.

References

  1. He, K. et al. An Artificial Somatic Reflex Arc. Adv. Mater. 32, 1905399 (2020).

    Google Scholar 

  2. Kim, S. et al. Artificial stimulus-response system capable of conscious response. Sci. Adv. 7, eabe3996 (2021).

    Google Scholar 

  3. Kim, Y. et al. A bioinspired flexible organic artificial afferent nerve. Science 360, 998–1003 (2018).

    Google Scholar 

  4. Qi, L. et al. Recent Progress in Application-Oriented Self-Powered Microelectronics. Adv. Energy Mater. 13, 2302699 (2023).

    Google Scholar 

  5. Zhi, C. et al. Emerging Trends of Nanofibrous Piezoelectric and Triboelectric Applications: Mechanisms, Electroactive Materials, and Designed Architectures. Adv. Mater. 36, 2401264 (2024).

    Google Scholar 

  6. Shepelin, N. A. et al. New developments in composites, copolymer technologies and processing techniques for flexible fluoropolymer piezoelectric generators for efficient energy harvesting. Energy Environ. Sci. 12, 1143–1176 (2019).

    Google Scholar 

  7. Sappati, K. K. & Bhadra, S. Flexible Piezoelectric 0–3 PZT-PDMS Thin Film for Tactile Sensing. IEEE Sens. J. 20, 4610–4617 (2020).

    Google Scholar 

  8. Yan, M. et al. Flexible pillar-base structured piezocomposite with aligned porosity for piezoelectric energy harvesting. Nano Energy 88, 106278 (2021).

    Google Scholar 

  9. Kwon, Y., Kim, Y., Lee, H. & Ha, M. Localized Stress-Enhanced Piezoelectricity of Anisotropic Barium Titanate Nanowires in Piezoelectric Composites for Application in Healthcare Sensors. J. Korean Inst. Electr. Electron. Mater. Eng. 38, 1–7 (2025).

    Google Scholar 

  10. Zhou, Z. et al. Lead-free, high-current output piezoelectric nanogenerators using three-dimensional interdigitated electrodes. Chem. Eng. J. 442, 136241 (2022).

    Google Scholar 

  11. Qian, Y. et al. Recent progress of metal-organic framework-derived composites: Synthesis and their energy conversion applications. Nano Energy 111, 108415 (2023).

    Google Scholar 

  12. Kim, M. et al. MOF-derived nanoporous carbons with diverse tunable nanoarchitectures. Nat. Protoc. 17, 2990–3027 (2022).

    Google Scholar 

  13. Knebel, A. & Caro, J. Metal–organic frameworks and covalent organic frameworks as disruptive membrane materials for energy-efficient gas separation. Nat. Nanotechnol. 17, 911–923 (2022).

    Google Scholar 

  14. Liu, Y. & Wang, Q. Ferroelectric Polymers Exhibiting Negative Longitudinal Piezoelectric Coefficient: Progress and Prospects. Adv. Sci. 7, 1902468 (2020).

    Google Scholar 

  15. Qian, X., Chen, X., Zhu, L. & Zhang, Q. M. Fluoropolymer ferroelectrics: Multifunctional platform for polar-structured energy conversion. Science 380, eadg0902 (2023).

    Google Scholar 

  16. Li, K., Zhao, Y., Yang, J. & Gu, J. Nanoemulsion-directed growth of MOFs with versatile architectures for the heterogeneous regeneration of coenzymes. Nat. Commun. 13, 1879 (2022).

    Google Scholar 

  17. Hu, Z., Wang, Y. & Zhao, D. The chemistry and applications of hafnium and cerium(iv) metal–organic frameworks. Chem. Soc. Rev. 50, 4629–4683 (2021).

    Google Scholar 

  18. Hong, Y. et al. A wood-templated unidirectional piezoceramic composite for transmuscular ultrasonic wireless power transfer. Energy Environ. Sci. 14, 6574–6585 (2021).

    Google Scholar 

  19. Zhou, X. et al. 3D Printed Auxetic Structure-Assisted Piezoelectric Energy Harvesting and Sensing. Adv. Energy Mater. 13, 2301159 (2023).

    Google Scholar 

  20. Lu, H. et al. 3D Printing and processing of miniaturized transducers with near-pristine piezoelectric ceramics for localized cavitation. Nat. Commun. 14, 2418 (2023).

    Google Scholar 

  21. Zhu, P. et al. Flexible 3D Architectured Piezo/Thermoelectric Bimodal Tactile Sensor Array for E-Skin Application. Adv. Energy Mater. 10, 2001945 (2020).

    Google Scholar 

  22. Wang, H. et al. Two-Photon Polymerization Lithography for Optics and Photonics: Fundamentals, Materials, Technologies, and Applications. Adv. Funct. Mater. 33, 2214211 (2023).

    Google Scholar 

  23. Li, M., Pal, A., Aghakhani, A., Pena-Francesch, A. & Sitti, M. Soft actuators for real-world applications. Nat. Rev. Mater. 7, 235–249 (2021).

    Google Scholar 

  24. Roy, S. et al. Collectively Exhaustive Electrodes Based on Covalent Organic Framework and Antagonistic Co-Doping for Electroactive Ionic Artificial Muscles. Adv. Funct. Mater. 29, 1900161 (2019).

    Google Scholar 

  25. Kotal, M. et al. Highly Bendable Ionic Soft Actuator Based on Nitrogen-Enriched 3D Hetero-Nanostructure Electrode. Adv. Funct. Mater. 28, 1802464 (2018).

    Google Scholar 

  26. Zhang, H. et al. Low-Voltage Driven Ionic Polymer-Metal Composite Actuators: Structures, Materials, and Applications. Adv. Sci. 10, 2206135 (2023).

    Google Scholar 

  27. Tabassian, R., Kim, J., Nguyen, V. H., Kotal, M. & Oh, I. Functionally Antagonistic Hybrid Electrode with Hollow Tubular Graphene Mesh and Nitrogen-Doped Crumpled Graphene for High-Performance Ionic Soft Actuators. Adv. Funct. Mater. 28, 1705714 (2018).

    Google Scholar 

  28. Persano, L. et al. Advanced Materials for Energy Harvesting and Soft Robotics: Emerging Frontiers to Enhance Piezoelectric Performance and Functionality. Adv. Mater. 36, 2405363 (2024).

    Google Scholar 

  29. Kim, Y. et al. Flexoelectric-boosted piezoelectricity of BaTiO3@SrTiO3 core-shell nanostructure determined by multiscale simulations for flexible energy harvesters. Nano Energy 89, 106469 (2021).

    Google Scholar 

  30. Gou, G.-Y. et al. Two-stage amplification of an ultrasensitive MXene-based intelligent artificial eardrum. Sci. Adv. 8, eabn2156 (2022).

    Google Scholar 

  31. Lee, J. et al. Micropatterned P(VDF-TrFE) Film-Based Piezoelectric Nanogenerators for Highly Sensitive Self-Powered Pressure Sensors. Adv. Funct. Mater. 25, 3203–3209 (2015).

    Google Scholar 

  32. Zhang, C. et al. 3D Printed, Solid-State Conductive Ionoelastomer as a Generic Building Block for Tactile Applications. Adv. Mater. 34, 2105996 (2022).

    Google Scholar 

  33. Shi, K., Sun, B., Huang, X. & Jiang, P. Synergistic effect of graphene nanosheet and BaTiO3 nanoparticles on performance enhancement of electrospun PVDF nanofiber mat for flexible piezoelectric nanogenerators. Nano Energy 52, 153–162 (2018).

    Google Scholar 

  34. Liu, J., Yang, B. & Liu, J. Development of environmental-friendly BZT–BCT/P(VDF–TrFE) composite film for piezoelectric generator. J. Mater. Sci: Mater. Electron 29, 17764–17770 (2018).

    Google Scholar 

  35. Yin, L., Kim, K. N., Trifonov, A., Podhajny, T. & Wang, J. Designing wearable microgrids: towards autonomous sustainable on-body energy management. Energy Environ. Sci. 15, 82–101 (2022).

    Google Scholar 

  36. Liu, L., Wang, C., Wu, Z. & Xing, Y. Ultralow-Voltage-Drivable Artificial Muscles Based on a 3D Structure MXene-PEDOT:PSS/AgNWs Electrode. ACS Appl. Mater. Interfaces 14, 18150–18158 (2022).

    Google Scholar 

  37. Mahato, M. et al. CTF-based soft touch actuator for playing electronic piano. Nat. Commun. 11, 5358 (2020).

    Google Scholar 

  38. Cai, L. et al. Piezoelectric Metal–Organic Frameworks Based Sonosensitizer for Enhanced Nanozyme Catalytic and Sonodynamic Therapies. ACS Nano 17, 7901–7910 (2023).

    Google Scholar 

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Acknowledgements

This work was supported by the National Natural Science Foundation of China (Grant No. 52272093) and the "Leading Goose" R&D Program of Zhejiang Province (No.2022C01136). The authors thank Mrs. Jing He for her assistance in performing PFM and AFM-IR characterizations at State Key Laboratory of Chemical Engineering (Zhejiang University).

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Authors and Affiliations

  1. School of Materials Science and Engineering, State Key Lab of Silicon and Advanced Semiconductor Materials, Zhejiang University, Hangzhou, Zhejiang, People’s Republic of China

    Heng Yao, Yuze Jiao, Zhaoyue Xia, Huang Lin, Yuanjing Cui, Hui Yang & Qilong Zhang

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  1. Heng Yao
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  2. Yuze Jiao
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Contributions

Q.L.Z acheived funding, provided the resources and supervision. H.Y and Q.L.Z conceived the project, designed studies. H. Y executed the experiments, spanning from material preparation, characterization to device fabrication. Y.Z.J., Z.Y.X., and H.L. participated in the testing of piezoelectric outputs, actuation performances, and the demonstration of self-powered bioinspired robotic system. H.Y. wrote the original manuscript. Subsequent revisions were guided by Y.J.C., H.Y., and Q.L.Z.; All authors discussed the results and commented on the final version.

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Correspondence to Qilong Zhang.

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Yao, H., Jiao, Y., Xia, Z. et al. Bioinspired asymmetric structural synergy for soft robotics: closed-loop piezoelectric harvesting and ionic actuation. npj Flex Electron (2026). https://doi.org/10.1038/s41528-026-00570-4

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  • Received: 30 November 2025

  • Accepted: 19 March 2026

  • Published: 02 April 2026

  • DOI: https://doi.org/10.1038/s41528-026-00570-4

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