Developing electronic skin (e-skin) with extraordinary sensing capabilities through biomimetic strategies holds significant potential for distributed wearable electronics in the Internet of Things and human–machine interaction. However, moisture accumulation at the surface between e-skin and human skin severly affects the stability and accuracy of sensing signals. Thermal-moisture comfort and stable functional interfaces of e-skins are still great challenges that need to be addressed. Herein, inspired by the dual-sided structure of lotus leaf, we demonstrate an unidirectional water transport e-skin (UWTES) by constructing a gradient structure of porosity and hydrophilicity using one-step electrospinning thermoplastic polyurethane/poly (vinylidene fluoride-co-hexafluoropropylene) (TPU/PVDF-HFP) with an alloyed liquid metal-based (LM-Ag) electrode. A UWTES textile-based triboelectric nanogenerator (UT-TENG) exhibits a maximum open-circuit voltage, short-circuit current and power density of 188.7 V, 18.89 μA and 4.73 mW/m2, respectively. Additionally, a temperature visualization system for UWTES textile (TUWTES) enables real-time monitoring and displays of body temperature during intense physical activity. Through a one-dimensional convolutional neural network (1D-CNN), the gait motion recognition system achieves a highly accuracy of 99.7%. This design strategy provides new insights into the development of integrated smart textiles with improved thermal-moisture comfort and user-friendliness.
| [1] |
LiGZ, LiuSQ, WangLQ, ZhuR. Skin-inspired quadruple tactile sensors integrated on a robot hand enable object recognition. Sci Robot, 2020, 5eabc8134
|
| [2] |
CaiM, JiaoZD, NieS, WangCJ, ZouJ, SongJZ. A multifunctional electronic skin based on patterned metal films for tactile sensing with a broad linear response range. Sci Adv, 2021, 7eabl8313
|
| [3] |
YuH, ZhangSL, LianYL, LiuMX, WangMY, JiangJM, YangC, JiaSW, WuMY, LiaoYL, GouJ, JiangYD, WangJ, TaoGM. Electronic textile with passive thermal management for outdoor health monitoring. Adv Fiber Mater, 2024, 61241
|
| [4] |
ShiJY, KimS, LiPJ, DongFY, YangCW, NamB, HanC, EigE, ShiLL, NiuSM, YueJP, TianBZ. Active biointegrated living electronics for managing inflammation. Science, 2024, 384: 1023-1030
|
| [5] |
BaiHD, LiS, ShepherdRF. Elastomeric haptic devices for virtual and augmented reality. Adv Funct Mater, 2021, 312009364
|
| [6] |
SuQ, ZouQ, LiY, ChenYZ, TengSY, KelleherJT, NithR, ChengP, LiN, LiuW, DaiSL, LiuYD, MazurskyA, XuJ, JinLH, LopesP, WangSH. A stretchable and strain-unperturbed pressure sensor for motion interference-free tactile monitoring on skins. Sci Adv, 2021, 7eabi4563
|
| [7] |
ZhuangQ, YaoK, ZhangC, SongX, ZhouJ, ZhangY, HuangQ, ZhouY, YuX, ZhengZ. Permeable, three-dimensional integrated electronic skins with stretchable hybrid liquid metal solders. Nat Electron, 2024, 7: 598-609
|
| [8] |
HengWZ, SolomonS, GaoW. Flexible electronics and devices as human-machine interfaces for medical robotics. Adv Mater, 2022, 342107902
|
| [9] |
ChengZ, FengWW, ZhangYC, SunL, LiuYC, ChenLL, WangC. A Highly robust amphibious soft robot with imperceptibility based on a water-stable and self-healing ionic conductor. Adv Mater, 2023, 352301005
|
| [10] |
HuDL, Giorgio-SerchiF, ZhangSM, YangYJ. Stretchable e-skin and transformer enable high-resolution morphological reconstruction for soft robots. Nat Mach Intell, 2023, 5: 261-272
|
| [11] |
ZhuMM, WangYB, LouMN, YuJY, LiZL, DingB. Bioinspired transparent and antibacterial electronic skin for sensitive tactile sensing. Nano Energy, 2021, 81105669
|
| [12] |
AnJ, ChenPF, WangZM, BerbilleA, PangH, JiangY, JiangT, WangZL. Biomimetic hairy whiskers for robotic skin tactility. Adv Mater, 2021, 332101891
|
| [13] |
LvXS, LiuY, YuJY, LiZL, DingB. Smart fibers for self-powered electronic skins. Adv Fiber Mater, 2023, 5401
|
| [14] |
SuTY, LiuNS, LeiDD, WangLX, RenZQ, ZhangQX, SuJ, ZhangZ, GaoYH. Flexible MXene/bacterial cellulose film sound detector based on piezoresistive sensing mechanism. ACS Nano, 2022, 168461
|
| [15] |
LvJ, ThangavelG, LiY, XiongJQ, GaoD, CiouJH, TanMWM, AzizI, ChenSH, ChenJT, ZhouXR, PohWC, LeePS. Printable elastomeric electrodes with sweat-enhanced conductivity for wearables. Sci Adv, 2021, 7eabg8433
|
| [16] |
TanCL, KnightZA. Regulation of body temperature by the nervous system. Neuron, 2018, 98: 31-48
|
| [17] |
CummingL. The temperature of the human body. Nature, 1892, 46: 541-547
|
| [18] |
WangYR, LiuDX, ZhangYM, FanLC, RenQQ, MaSH, ZhangM. Stretchable temperature-responsive multimodal neuromorphic electronic skin with spontaneous synaptic plasticity recovery. ACS Nano, 2022, 16: 8283-8293
|
| [19] |
CaoWT, WangZ, LiuXH, ZhouZ, ZhangY, HeSS, CuiDX, ChenF. Bioinspired MXene-based user-interactive electronic skin for digital and visual dual-channel sensing. Nano-Micro Lett, 2022, 14119
|
| [20] |
BaiCH, WangZS, YangS, CuiXJ, LiXBA, YinYF, ZhangM, WangT, SangSB, ZhangWD, ZhangHL. Wearable electronics based on the gel thermogalvanic electrolyte for self-powered human health monitoring. ACS Appl Mater Interface, 2021, 1337306
|
| [21] |
WuR, SeoS, MaLY, BaeJ, KimT. Full-fiber auxetic-interlaced yarn sensor for sign-language translation glove assisted by artificial neural network. Nano-Micro Lett, 2022, 14139
|
| [22] |
ZengW, ShuL, LiQ, ChenS, WangF, TaoXM. Fiber-based wearable electronics: a review of materials, fabrication, devices, and applications. Adv Mater, 2014, 26: 5310-5336
|
| [23] |
WangBH, ThukralA, XieZQ, LiuLM, ZhangXN, HuangW, YuXG, YuCJ, MarksTJ, FacchettiA. Flexible and stretchable metal oxide nanofiber networks for multimodal and monolithically integrated wearable electronics. Nat Commun, 2020, 112405
|
| [24] |
TangZH, JiaSH, WangF, BianCS, ChenYY, WangYL, LiB. Highly stretchable core-sheath fibers via wet-spinning for wearable strain sensors. ACS Appl Mater Interfaces, 2018, 10: 6624-6635
|
| [25] |
ShiS, SiYF, HanYT, WuT, IqbalMI, FeiB, LiRKY, HuJL, QuJP. Recent progress in protective membranes fabricated via electrospinning: advanced materials, biomimetic structures, and functional applications. Adv Mater, 2022, 342107938
|
| [26] |
WenX, XiongJ, LeiSL, WangLM, QinXH. Diameter refinement of electrospun nanofibers: from mechanism, strategies to applications. Adv Fiber Mater, 2022, 4145
|
| [27] |
ZhuMM, YuJY, LiZL, DingB. Self-healing fibrous membranes. Angew Chem Int Edit, 2022, 61e202208949
|
| [28] |
DongK, PengX, WangZL. Fiber/fabric-based piezoelectric and triboelectric nanogenerators for flexible/stretchable and wearable electronics and artificial intelligence. Adv Mater, 2020, 321902549
|
| [29] |
LiZL, ZhuMM, ShenJL, QiuQ, YuJY, DingB. All-fiber structured electronic skin with high elasticity and breathability. Adv Funct Mater, 2020, 301908411
|
| [30] |
LiangF, ZhaoXJ, LiHY, FanYJ, CaoJW, WangZL, ZhuG. Stretchable shape-adaptive liquid-solid interface nanogenerator enabled by in-situ charged nanocomposite membrane. Nano Energy, 2020, 69104414
|
| [31] |
ZhengSJ, LiWZ, RenYY, LiuZY, ZouXY, HuY, GuoJN, SunZ, YanF. Moisture-wicking, breathable, and intrinsically antibacterial electronic skin based on dual-gradient poly(ionic liquid) nanofiber membranes. Adv Mater, 2022, 342106570
|
| [32] |
ShiLX, LiuX, WangWS, JiangL, WangST. A self-pumping dressing for draining excessive biofluid around wounds. Adv Mater, 2019, 311804187
|
| [33] |
LaoL, ShouD, WuYS, FanJT. "Skin-like" fabric for personal moisture management. Sci Adv, 2020, 6eaaz0013
|
| [34] |
WangQ, YuY, YangJ, LiuJ. Fast Fabrication of flexible functional circuits based on liquid metal dual-trans printing. Adv Mater, 2015, 27: 7109-7116
|
| [35] |
DaenekeT, KhoshmaneshK, MahmoodN, de CastroIA, EsrafilzadehD, BarrowSJ, DickeyMD, Kalantar-zadehK. Liquid metals: fundamentals and applications in chemistry. Chem Soc Rev, 2018, 47: 4073-4111
|
| [36] |
YiP, ZouHH, YuYH, LiXF, LiZY, DengG, ChenCY, FangM, HeJZ, SunX, LiuXF, ShuiJL, YuRH. MXene-reinforced liquid metal/polymer fibers via interface engineering for wearable multifunctional textiles. ACS Nano, 2022, 16: 14490-14502
|
| [37] |
LiuSZ, ShahDS, Kramer-BottiglioR. Highly stretchable multilayer electronic circuits using biphasic gallium-indium. Nat Mater, 2021, 20: 851-858
|
| [38] |
QianSS, ZhuHJ, SunC, LiM, ZhengMT, WuZZ, LiangYH, YangC, ZhangSQ, LuJ. Liquid metal loaded molecular sieve: specialized lithium dendrite blocking filler for polymeric solid-state electrolyte. Adv Mater, 2024, 362313456
|
| [39] |
LiXK, LiMJ, ZongL, WuXC, YouJ, DuPK, LiCX. Liquid Metal droplets wrapped with polysaccharide microgel as biocompatible aqueous ink for flexible conductive devices. Adv Funct Mater, 2018, 281804197
|
| [40] |
TangLX, MouL, ZhangW, JiangXY. Large-scale fabrication of highly elastic conductors on a broad range of surfaces. ACS Appl Mater Interfaces, 2019, 117138
|
| [41] |
YuanXM, KongWC, XiaPC, WangZJ, GaoQ, XuJ, ShanDB, YaoQQ, MaZY, GuoB, HeY. Implantable Wet-adhesive flexible electronics with ultrathin gelatin film. Adv Funct Mater, 2024, 342404824
|
| [42] |
BarkH, LeePS. Surface modification of liquid metal as an effective approach for deformable electronics and energy devices. Chem Sci, 2021, 122760
|
| [43] |
ZhanHY, WenB, TianB, ZhengK, LiQC, WuW. Printed self-healing stretchable electronics for bio-signal monitoring and intelligent packaging. Small, 2024, 202400740
|
| [44] |
LeiLQ, MengS, SiYF, ShiS, WuHB, YangJQ, HuJL. Wettability gradient-induced diode: MXene-engineered membrane for passive-evaporative cooling. Nano-Micro Lett, 2024, 16159
|
| [45] |
MiaoDY, HuangZ, WangXF, YuJY, DingB. Continuous, spontaneous, and directional water transport in the trilayered fibrous membranes for functional moisture wicking textiles. Small, 2018, 141801527
|
| [46] |
WuJ, WangN, WangL, DongH, ZhaoY, JiangL. Unidirectional water-penetration composite fibrous film via electrospinning. Soft Matter, 2012, 8: 5996-5999
|
| [47] |
ZhouH, GuoZG. Superwetting Janus membranes: focusing on unidirectional transport behaviors and multiple applications. J Mater Chem A, 2019, 7: 12921-12950
|
| [48] |
YuanSJ, WangJ, MeiJY, ZhaoJ, HuangG, LiZR, HeXX, FanJT. Fabric comprised of cotton impregnated with graphene oxide and coated with polystyrene for personal moisture and thermal management. ACS Appl Nano Mater, 2023, 6: 4499-4510
|
| [49] |
LiQS, ChenG, CuiYJ, JiSB, LiuZY, WanCJ, LiuYP, LuYH, WangCX, ZhangN, ChengY, ZhangKQ, ChenXD. Highly thermal-wet comfortable and conformal silk-based electrodes for on-skin sensors with sweat tolerance. ACS Nano, 2021, 159955
|
| [50] |
MiaoDY, ChengNB, WangXF, YuJY, DingB. Sandwich-structured textiles with hierarchically nanofibrous network and Janus wettability for outdoor personal thermal and moisture management. Chem Eng J, 2022, 450138012
|
| [51] |
JangKI, HanSY, XuS, MathewsonKE, ZhangYH, JeongJW, KimGT, WebbC, LeeJW, DawidczykTJ, KimRH, SongYM, YeoWH, KimS, ChengHY, RheeSI, ChungJ, KimB, ChungHU, LeeDJ, YangYY, ChoM, GasparJG, CarbonariR, FabianiM, GrattonG, HuangYG, RogersJA. Rugged and breathable forms of stretchable electronics with adherent composite substrates for transcutaneous monitoring. Nat Commun, 2014, 54779
|
| [52] |
ZouHY, ZhangY, GuoLT, WangPH, HeX, DaiGZ, ZhengHW, ChenCY, WangAC, XuC, WangZL. Quantifying the triboelectric series. Nat Commun, 2019, 101427
|
| [53] |
HuYQ, WangXL, LiHK, LiHQ, LiZH. Effect of humidity on tribological properties and electrification performance of sliding-mode triboelectric nanogenerator. Nano Energy, 2020, 71104640
|
| [54] |
SunY, ZhengYD, WangR, LeiTD, LiuJ, FanJ, ShouW, LiuY. 3D micro-nanostructure based waterproof triboelectric nanogenerator as an outdoor adventure power source. Nano Energy, 2022, 100107506
|
| [55] |
ZhaoXJ, ZhuG, FanYJ, LiHY, WangZL. Triboelectric charging at the nanostructured solid/liquid interface for area-scalable wave energy conversion and its use in corrosion protection. ACS Nano, 2015, 9: 7671-7677
|
| [56] |
ZhangRZ, ShenL, LiJH, XueYY, LiuH, HeJM, QuMN. All-fiber-based superhydrophobic wearable self-powered triboelectric nanogenerators for biomechanical and droplet energy harvesting. ACS Appl Nano Mater, 2023, 623279
|
| [57] |
HuSM, HanJ, ShiZJ, ChenK, XuN, WangYF, ZhengRZ, TaoYZ, SunQJ, WangZL, YangG. Biodegradable, super-strong, and conductive cellulose macrofibers for fabric-based triboelectric nanogenerator. Nano-Micro Lett, 2022, 14115
|
| [58] |
DoganayD, CicekMO, DurukanMB, AltuntasB, AgbahcaE, CoskunS, UnalanHE. Fabric based wearable triboelectric nanogenerators for human machine interface. Nano Energy, 2021, 89106412
|
| [59] |
ShiQF, ZhangZX, HeTYY, SunZD, WangBJ, FengYQ, ShanXC, SalamB, LeeC. Deep learning enabled smart mats as a scalable floor monitoring system. Nat Commun, 2020, 114609
|
| [60] |
WenF, SunZD, HeTYY, ShiQF, ZhuML, ZhangZX, LiLH, ZhangT, LeeCK. Machine learning glove using self-powered conductive superhydrophobic triboelectric textile for gesture recognition in VR/AR applications. Adv Sci, 2020, 72000261
|
| [61] |
JinT, SunZD, LiL, ZhangQ, ZhuML, ZhangZX, YuanGJ, ChenT, TianYZ, HouXY, LeeC. Triboelectric nanogenerator sensors for soft robotics aiming at digital twin applications. Nat Commun, 2020, 115381
|
| [62] |
ChenJX, WenHJ, ZhangGL, LeiF, FengQ, LiuY, CaoXD, BongH. Multifunctional conductive hydrogel/thermochromic elastomer hybrid fibers with a core-shell segmental configuration for wearable strain and temperature sensors. ACS Appl Mater Interfaces, 2020, 12: 7565-7574
|
| [63] |
KimDH, BaeJ, LeeJ, AhnJ, HwangWT, KoJ, KimID. Porous nanofiber membrane: Rational platform for highly sensitive thermochromic sensor. Adv Funct Mater, 2022, 322200463
|
| [64] |
SongEH, ChenMH, ChenZT, ZhouYY, ZhouWJ, SunHT, YangXF, GanJL, YeS, ZhangQY. Mn2+-activated dual-wavelength emitting materials toward wearable optical fibre temperature sensor. Nat Commun, 2022, 132166
|
| [65] |
ZhangW, JiXQ, ZengCJ, ChenKL, YinYJ, WangCX. A new approach for the preparation of durable and reversible color changing polyester fabrics using thermochromic leuco dye-loaded silica nanocapsules. J Mater Chem C, 2017, 58169
|
| [66] |
KulcarR, FriskovecM, HauptmanN, VeselA, GundeMK. Colorimetric properties of reversible thermochromic printing inks. Dyes Pigm, 2010, 86271
|
| [67] |
ZhangW, WangCX, ChenKL, YinYJ. Raspberry-shaped thermochromic energy storage nanocapsule with tunable sunlight absorption based on color change for temperature regulation. Small, 2019, 151903750
|
| [68] |
ZhuCF, WuAB. Studies on the synthesis and thermochromic properties of crystal violet lactone and its reversible thermochromic complexes. Thermochim Acta, 2005, 4257
|
| [69] |
KalytchukS, ZhovtiukO, KershawSV, ZborilR, RogachAL. Temperature-dependent exciton and trap-related photoluminescence of CdTe quantum dots embedded in a NaCl matrix: implication in thermometry. Small, 2016, 12: 466-476
|
Funding
the National Natural Science Foundation of China(52473178)
Natural Science Foundation of Jiangsu Province(BK20221539)
Young Elite Scientists Sponsorship Program by CAST(2022QNRC001)
Program of Introducing Talents of Jiangnan University(1065219032210150)
Postgraduate Research & Practice Innovation Program of Jiangsu Province(KYCX23_2474)
the Science and Technology Program of Jiangsu Administration for Market Regulation(KJ2024013)
Taihu Talent Program-Innovative Individual
RIGHTS & PERMISSIONS
Donghua University, Shanghai, China