AI-integrated multifunctional phase change e-skin: synergizing thermal management with multimodal sensing

This study proposes an innovative preparation strategy for composite phase change materials (PCMs) based on flexible polymer networks, addressing the urgent market demand for AI-compatible electronic skins. By encapsulating PCMs within a PVDF polymer framework and leveraging layered manufacturing and integrated assembly techniques, flexible composite PCMs that synergize thermal management with intelligent sensing have been successfully developed. The resulting material demonstrates dual-function superiority: 1) Thermal Performance: A single-layer packaging efficiency of 96.7% is achieved at a minimal thickness of 0.25 mm, with the photothermal/electrothermal conversion efficiency reaching 82.3% while retaining 92% of the initial enthalpy after 500 cycles. 2) Mechanical Robustness: Liquid metal films exhibit tensile strength up to 150 MPa, with hot-pressed samples demonstrating exceptional brittleness resistance. 3) Smart Integration: Real-time multimodal force sensing is achieved through force–thermal coupling effects, which were validated in photothermal/electrothermal experiments with precise temperature regulation via interruption effects. This breakthrough establishes a new paradigm for next-generation electronic skins, simultaneously fulfilling energy conversion efficiency and tactile responsiveness requirements. These findings hold significant promise for applications in medical robotics, industrial inspection, and consumer electronics, paving the way for adaptive human–machine interfaces. • Paper-compatible lamination creates 0.5mm ultra-thin films, boosting adaptability. • Biomass carbon/liquid metal/phase change core optimizes energy storage. • Expanding human-computer interaction scenarios through deep fusion of multimodal signals. • It can be expanded to pathological motion monitoring and multimodal health data integration.

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Publication Details

Journal
Journal of Materiomics
Published
2026-01-21
DOI
https://doi.org/10.1016/j.jmat.2026.101174
Citations
1
Primary Topic
Advanced Sensor and Energy Harvesting Materials
Type
article
Field-Weighted Citation Impact
21.28
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article

AI-integrated multifunctional phase change e-skin: synergizing thermal management with multimodal sensing

Chuanyin Xiong, Yongkang Zhang, Ya Su, Xing Fan et al.
1 citations
Journal of Materiomics
Advanced Sensor and Energy Harvesting Materials
21.28
article

AI-integrated multifunctional phase change e-skin: synergizing thermal management with multimodal sensing

Chuanyin Xiong, Yongkang Zhang, Ya Su, Xing Fan, Xianglin Ji
article en
1 citations

Abstract

This study proposes an innovative preparation strategy for composite phase change materials (PCMs) based on flexible polymer networks, addressing the urgent market demand for AI-compatible electronic skins. By encapsulating PCMs within a PVDF polymer framework and leveraging layered manufacturing and integrated assembly techniques, flexible composite PCMs that synergize thermal management with intelligent sensing have been successfully developed. The resulting material demonstrates dual-function superiority: 1) Thermal Performance: A single-layer packaging efficiency of 96.7% is achieved at a minimal thickness of 0.25 mm, with the photothermal/electrothermal conversion efficiency reaching 82.3% while retaining 92% of the initial enthalpy after 500 cycles. 2) Mechanical Robustness: Liquid metal films exhibit tensile strength up to 150 MPa, with hot-pressed samples demonstrating exceptional brittleness resistance. 3) Smart Integration: Real-time multimodal force sensing is achieved through force–thermal coupling effects, which were validated in photothermal/electrothermal experiments with precise temperature regulation via interruption effects. This breakthrough establishes a new paradigm for next-generation electronic skins, simultaneously fulfilling energy conversion efficiency and tactile responsiveness requirements. These findings hold significant promise for applications in medical robotics, industrial inspection, and consumer electronics, paving the way for adaptive human–machine interfaces. • Paper-compatible lamination creates 0.5mm ultra-thin films, boosting adaptability. • Biomass carbon/liquid metal/phase change core optimizes energy storage. • Expanding human-computer interaction scenarios through deep fusion of multimodal signals. • It can be expanded to pathological motion monitoring and multimodal health data integration.

Journal of MateriomicsVol. 12(3)
City University of Hong Kong (HK), Shaanxi University of Science and Technology (CN)
Affordable and clean energy
Openalex Percentile: Top 2%
Advanced Sensor and Energy Harvesting Materials
21.28
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