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A review of self-powered high-precision humidity sensors from device structure design to key material enhancement

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    1. Advances and performance regulations in self-powered humidity sensors were summarized.

      2D materials enhance sensitivity while 3D materials broaden detection ranges.

      Planar design shows rapid sensor response and sandwich structures boost output.

      Hydrophilic-hydrophobic transitions balance response and recovery times.

      Optimized thickness, electrode spacing, and additives regulate moisture adsorption.

  • Compact humidity sensors are vital for environmental monitoring and biomedical applications. In contrast to conventional impedance-based devices that require external power, self-powered humidity sensors autonomously generate signals through moisture absorption and desorption, thereby eliminating the need for external power sources. These sensors exhibit exceptional material adaptability and operational stability. This review systematically examines two emerging types of self-powered sensors: moisture-induced redox-based (MIR) and moisture-enabled generator-based (MEG) sensors. The focus is on their structural designs, development of hygroscopic mediums, performance metrics (e.g., response/recovery time, detection range, durability), and potential applications. MIR sensors leverage redox-induced ion migration to produce high-output signals, whereas MEG sensors utilize humidity-driven ion and H2O mobility for rapid response. Structural comparisons reveal that sandwich configurations surpass planar designs in response speed (~0.1 second) and compactness, while planar structures excel in measurement linearity, particularly with layered hygroscopic mediums. Importantly, the development of hygroscopic materials proves to be more critical and complex than structural optimization. Two-dimensional materials, such as graphene and MXenes, enhance sensor sensitivity, while three-dimensional materials, like hydrogels and MOFs, improve hygroscopicity and chemical tunability. However, excessive hygroscopicity, while advantageous for lowering detection limits, undermines response speed due to delayed desorption kinetics. Analyses highlight persistent challenges in self-powered sensors, including nonlinear humidity responses and reduced accuracy, especially under low-humidity conditions. To address these limitations, several strategies are proposed: integrating 2D and 3D materials to balance water adsorption and directional migration; incorporating ion-conductive additives to enhance ion transport; and engineering optimal hydrophilicity to accelerate adsorption and desorption. Strengthening interfacial interactions between electrodes and hygroscopic mediums through surface functionalization is also suggested. This critical review offers foundational insights to guide the development of next-generation autonomous humidity sensors.
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  • Cite this article:

    Xiao Y., Guo C., Yan H., et al. (2025). A review of self-powered high-precision humidity sensors from device structure design to key material enhancement. The Innovation Energy 2:100099. https://doi.org/10.59717/j.xinn-energy.2025.100099
    Xiao Y., Guo C., Yan H., et al. (2025). A review of self-powered high-precision humidity sensors from device structure design to key material enhancement. The Innovation Energy 2:100099. https://doi.org/10.59717/j.xinn-energy.2025.100099

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