Advanced flexible humidity sensors: structures, techniques, mechanisms and performances

Yuzhe Zhang , Yuxi Liu , Lifei Lin , Man Zhou , Wang Zhang , Liwei Lin , Zhongyu Li , Yuanzhe Piao , Sun Ha Paek

Front. Mater. Sci. ›› 2023, Vol. 17 ›› Issue (4) : 230662

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Front. Mater. Sci. ›› 2023, Vol. 17 ›› Issue (4) : 230662 DOI: 10.1007/s11706-023-0662-8
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Advanced flexible humidity sensors: structures, techniques, mechanisms and performances

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Abstract

Flexible humidity sensors are widely used in many fields, such as environmental monitoring, agricultural soil moisture content determination, food quality monitoring and healthcare services. Therefore, it is essential to measure humidity accurately and reliably in different conditions. Flexible materials have been the focusing substrates of humidity sensors because of their rich surface chemical properties and structural designability. In addition, flexible materials have superior ductility for different conditions. In this review, we have summarized several sensing mechanisms, processing techniques, sensing layers and substrates for specific humidity sensing requirements. Aadditionally, we have sorted out some cases of flexible humidity sensors based on different functional materials. We hope this paper can contribute to the development of flexible humidity sensors in the future.

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Keywords

flexible composite / manufacturing technology / sensing mechanism / humidity sensor

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Yuzhe Zhang, Yuxi Liu, Lifei Lin, Man Zhou, Wang Zhang, Liwei Lin, Zhongyu Li, Yuanzhe Piao, Sun Ha Paek. Advanced flexible humidity sensors: structures, techniques, mechanisms and performances. Front. Mater. Sci., 2023, 17(4): 230662 DOI:10.1007/s11706-023-0662-8

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References

[1]

Deng W H, Li Q H, Chen J, . A humidity-induced large electronic conductivity change of 107 on a metal-organic framework for highly sensitive water detection.Angewandte Chemie International Edition, 2023, 135(31): 202305977

[2]

Zhu Y, Dong X, Cheng J, . Ultra-thin CoAl layered double hydroxide nanosheets for the construction of highly sensitive and selective QCM humidity sensor.Chinese Chemical Letters, 2023, 34(8): 107930

[3]

Fang H, Yao D, Gao X, . Flexible sensors with tannin-modified vertical graphene arrays for the highly sensitive detection of humidity and strain.Sensors and Actuators A: Physical, 2023, 352: 114213

[4]

Zhang D, Wang M, Zhang W, . Flexible humidity sensing and portable applications based on MoSe2 nanoflowers/copper tungstate nanoparticles.Sensors and Actuators B: Chemical, 2020, 304: 127234

[5]

Chen L, Xu Y, Liu Y, . Flexible and transparent electronic skin sensor with sensing capabilities for pressure, temperature, and humidity.ACS Applied Materials & Interfaces, 2023, 15(20): 24923–24932

[6]

Chen X, Ma K, Ou J, . Fast-response non-contact flexible humidity sensor based on direct-writing printing for respiration monitoring.Biosensors, 2023, 13(8): 792

[7]

Cheng T, Zhang Y Z, Wang S, . Conductive hydrogel-based electrodes and electrolytes for stretchable and self-healable supercapacitors.Advanced Functional Materials, 2021, 31(24): 2101303

[8]

Xu Z, Zhang D, Liu X, . Self-powered multifunctional monitoring and analysis system based on dual-triboelectric nanogenerator and chitosan/activated carbon film humidity sensor.Nano Energy, 2022, 94: 106881

[9]

Zeng S, Pan Q, Huang Z, . Ultrafast response of self-powered humidity sensor of flexible graphene oxide film.Materials & Design, 2023, 226: 111683

[10]

Guan X, Yu Y, Hou Z, . A flexible humidity sensor based on self-supported polymer film.Sensors and Actuators B: Chemical, 2022, 358: 131438

[11]

Guo P, Tian B, Liang J, . An all-printed, fast response flexible humidity sensor based on hexagonal-WO3 nanowires for multifunctional applications.Advanced Materials, 2023, 35: 2304420

[12]

Sun Y, Gao X, A S, . Hydrophobic multifunctional flexible sensors with a rapid humidity response for long-term respiratory monitoring.ACS Sustainable Chemistry & Engineering, 2023, 11(6): 2375–2386

[13]

Zhang W, Piao S, Lin L, . Wearable and antibacterial HPMC-anchored conductive polymer composite strain sensor with high gauge factors under small strains.Chemical Engineering Journal, 2022, 435: 135068

[14]

Liu Z, Qi D, Leow W R, . 3D-structured stretchable strain sensors for out-of-plane force detection.Advanced Materials, 2018, 30(26): 1707285

[15]

Xie B, You H, Qian H, . High-performance flexible humidity sensor based on MoOx nanoparticle films for monitoring human respiration and non-contact sensing.ACS Applied Nano Materials, 2023, 6(8): 7011–7021

[16]

Xu K, Fujita Y, Lu Y, . A wearable body condition sensor system with wireless feedback alarm functions.Advanced Materials, 2021, 33(18): 2008701

[17]

Li G, Wen D . Sensing nanomaterials of wearable glucose sensors.Chinese Chemical Letters, 2021, 32(1): 221–228

[18]

Jiang Y F, Guo C Y, Zhang X F, . Er2O3 nanospheres with fast response to humidity for non-contact sensing.Rare Metals, 2023, 42(1): 56–63

[19]

Lin L, Choi Y, Chen T, . Superhydrophobic and wearable TPU based nanofiber strain sensor with outstanding sensitivity for high-quality body motion monitoring.Chemical Engineering Journal, 2021, 419: 129513

[20]

Soomro R A, Jawaid S, Zhu Q, . A mini-review on MXenes as versatile substrate for advanced sensors.Chinese Chemical Letters, 2020, 31(4): 922–930

[21]

Wan Y, Zhang S, Zhao C, . A flexible humidity sensor with wide range, high linearity, and fast response based on ultralong Na2Ti3O7 nanowires.ACS Applied Materials & Interfaces, 2023, 15(13): 16865–16873

[22]

Zhu Y, Zhang W, Xu J . Preparation of functional ordered mesoporous carbons and their application as the QCM sensor with ultra-low humidity.Chinese Chemical Letters, 2020, 31(8): 2150–2154

[23]

Wang J, Lin Q, Zhou R, . Humidity sensors based on composite material of nano-BaTiO3 and polymer RMX.Sensors and Actuators B: Chemical, 2002, 81(2–3): 248–253

[24]

Raj A M E S, Mallika C, Swaminathan K, . Zinc(II) oxide‒zinc(II) molybdate composite humidity sensor.Sensors and Actuators B: Chemical, 2002, 81(2–3): 229–236

[25]

Zhang Y, Yu K, Jiang D, . Zinc oxide nanorod and nanowire for humidity sensor.Applied Surface Science, 2005, 242(1–2): 212–217

[26]

Wu R J, Sun Y L, Lin C C, . Composite of TiO2 nanowires and Nafion as humidity sensor material.Sensors and Actuators B: Chemical, 2006, 115(1): 198–204

[27]

Su P G, Wang C S . In situ synthesized composite thin films of MWCNTs/PMMA doped with KOH as a resistive humidity sensor.Sensors and Actuators B: Chemical, 2007, 124(2): 303–308

[28]

Su P G, Wang C P . Flexible humidity sensor based on TiO2 nanoparticles-polypyrrole-poly-[3-(methacrylamino)propyl] trimethyl ammonium chloride composite materials.Sensors and Actuators B: Chemical, 2008, 129(2): 538–543

[29]

Song X, Qi Q, Zhang T, . A humidity sensor based on KCl-doped SnO2 nanofibers.Sensors and Actuators B: Chemical, 2009, 138(1): 368–373

[30]

Mahadeva S K, Yun S, Kim J . Flexible humidity and temperature sensor based on cellulose‒polypyrrole nanocomposite.Sensors and Actuators A: Physical, 2011, 165(2): 194–199

[31]

Buvailo A I, Xing Y, Hines J, . TiO2/LiCl-based nanostructured thin film for humidity sensor application.ACS Applied Materials & Interfaces, 2011, 3(2): 528–533

[32]

Li Y, Deng C, Yang M . A novel surface acoustic wave-impedance humidity sensor based on the composite of polyaniline and poly(vinyl alcohol) with a capability of detecting low humidity.Sensors and Actuators B: Chemical, 2012, 165(1): 7–12

[33]

Taccola S, Greco F, Zucca A, . Characterization of free-standing PEDOT:PSS/iron oxide nanoparticle composite thin films and application as conformable humidity sensors.ACS Applied Materials & Interfaces, 2013, 5(13): 6324–6332

[34]

Li H, Liu B, Cai D, . High-temperature humidity sensors based on WO3‒SnO2 composite hollow nanospheres.Journal of Materials Chemistry A, 2014, 2(19): 6854–6862

[35]

Su P G, Shiu W L, Tsai M S . Flexible humidity sensor based on Au nanoparticles/graphene oxide/thiolated silica sol‒gel film.Sensors and Actuators B: Chemical, 2015, 216: 467–475

[36]

Ali S, Hassan A, Hassan G, . All-printed humidity sensor based on graphene/methyl-red composite with high sensitivity.Carbon, 2016, 105: 23–32

[37]

Lu T, Pan H, Ma J, . Cellulose nanocrystals/polyacrylamide composites of high sensitivity and cycling performance to gauge humidity.ACS Applied Materials & Interfaces, 2017, 9: 18231–18237

[38]

Park S Y, Kim Y H, Lee S Y, . Highly selective and sensitive chemoresistive humidity sensors based on rGO/MoS2 van der Waals composites.Journal of Materials Chemistry A, 2018, 6: 5016–5024

[39]

Li N, Jiang Y, Zhou C, . High-performance humidity sensor based on urchin-like composite of Ti3C2 MXene-derived TiO2 nanowires.ACS Applied Materials & Interfaces, 2019, 11: 38116–38125

[40]

Wu J, Yin C, Zhou J, . Ultrathin glass-based flexible, transparent, and ultrasensitive surface acoustic wave humidity sensor with ZnO nanowires and graphene quantum dots.ACS Applied Materials & Interfaces, 2020, 12(35): 39817–39825

[41]

Gong L, Wang X, Zhang D, . Flexible wearable humidity sensor based on cerium oxide/graphitic carbon nitride nanocomposite self-powered by motion-driven alternator and its application for human physiological detection.Journal of Materials Chemistry A, 2021, 9: 5619–5629

[42]

Tachibana S, Wang Y F, Sekine T, . A printed flexible humidity sensor with high sensitivity and fast response using a cellulose nanofiber/carbon black composite.ACS Applied Materials & Interfaces, 2022, 14(4): 5721–5728

[43]

Yuan Y, Peng B, Chi H, . Layer-by-layer inkjet printing SPS:PEDOT NP/RGO composite film for flexible humidity sensors.RSC Advances, 2016, 6(114): 113298–113306

[44]

Adepu V, Bokka N, Mattela V, . A highly electropositive ReS2 based ultra-sensitive flexible humidity sensor for multifunctional applications.New Journal of Chemistry, 2021, 45(13): 5855–5862

[45]

Jeong W, Song J, Bae J, . Breathable nanomesh humidity sensor for real-time skin humidity monitoring.ACS Applied Materials & Interfaces, 2019, 11(47): 44758–44763

[46]

Tripathy A, Sharma P, Sahoo N, . Moisture sensitive inimitable Armalcolite/PDMS flexible sensor: a new entry.Sensors and Actuators B: Chemical, 2018, 262: 211–220

[47]

Liu H, Zheng H, Xiang H, . Paper-based wearable sensors for humidity and VOC detection.ACS Sustainable Chemistry & Engineering, 2021, 9(50): 16937–16945

[48]

Turkani V S, Maddipatla D, Narakathu B B, . A highly sensitive printed humidity sensor based on a functionalized MWCNT/HEC composite for flexible electronics application.Nanoscale Advances, 2019, 1(6): 2311–2322

[49]

Du Z, Yu X, Han Y . Inkjet printing of viscoelastic polymer inks.Chinese Chemical Letters, 2018, 29(3): 399–404

[50]

Luo X . Application of inkjet-printing technology in developing indicators/sensors for intelligent packaging systems.Current Opinion in Food Science, 2022, 46: 100868

[51]

Li N, Jiang Y, Xiao Y, . A fully inkjet-printed transparent humidity sensor based on a Ti3C2/Ag hybrid for touchless sensing of finger motion.Nanoscale, 2019, 11(44): 21522–21531

[52]

Aziz S, Bum K G, Yang Y J, . Fabrication of ZnSnO3 based humidity sensor onto arbitrary substrates by micro-nano scale transfer printing.Sensors and Actuators A: Physical, 2016, 246: 1–8

[53]

Zhang R, Peng B, Yuan Y . Flexible printed humidity sensor based on poly(3,4-ethylenedioxythiophene)/reduced graphene oxide/Au nanoparticles with high performance.Composites Science and Technology, 2018, 168: 118–125

[54]

de Aguiar M F, Leal A N R, de Melo C P, . Polypyrrole-coated electrospun polystyrene films as humidity sensors.Talanta, 2021, 234: 122636

[55]

Cheng Y, Wang H, Li L, . Flexible photoluminescent humidity sensing material based on electrospun PVA nanofibers comprising surface-carboxylated QDs.Sensors and Actuators B: Chemical, 2019, 284: 258–264

[56]

Tseng S F, Tsai Y S . Highly sensitive humidity sensors based on Li–C3N4 composites on porous graphene flexible electrodes.Applied Surface Science, 2022, 606: 155001

[57]

Yuan M, Luo F, Wang Z, . Smart wearable band-aid integrated with high-performance micro-supercapacitor, humidity and pressure sensor for multifunctional monitoring.Chemical Engineering Journal, 2023, 453: 139898

[58]

Zhang X, Maddipatla D, Bose A K, . Printed carbon nanotubes-based flexible resistive humidity sensor.IEEE Sensors Journal, 2020, 20(21): 12592–12601

[59]

Tripathy A, Sharma P, Pramanik S, . Armalcolite nanocomposite: a new paradigm for flexible capacitive humidity sensor.IEEE Sensors Journal, 2021, 21(13): 14685–14692

[60]

Han M, Ding X, Duan H, . Ultrasensitive humidity sensors with synergy between superhydrophilic porous carbon electrodes and phosphorus-doped dielectric electrolyte.ACS Applied Materials & Interfaces, 2023, 15(7): 9740–9750

[61]

Liu H, Xiang H, Wang Y, . A flexible multimodal sensor that detects strain, humidity, temperature, and pressure with carbon black and reduced graphene oxide hierarchical composite on paper.ACS Applied Materials & Interfaces, 2019, 11(43): 40613–40619

[62]

Zhang H, Chen X, Zhang Z, . Highly-crystalline triazine-PDI polymer with an enhanced built-in electric field for full-spectrum photocatalytic phenol mineralization.Applied Catalysis B: Environmental, 2021, 287: 119957

[63]

Nitta R, Lin H E, Kubota Y, . CuO nanostructure-based flexible humidity sensors fabricated on PET substrates by spin-spray method.Applied Surface Science, 2022, 572: 151352

[64]

Wang D, Zhang D, Li P, . Electrospinning of flexible poly(vinyl alcohol)/MXene nanofiber-based humidity sensor self-powered by monolayer molybdenum diselenide piezoelectric nanogenerator.Nano-Micro Letters, 2021, 13(1): 57

[65]

Altenberend U, Molina-Lopez F, Oprea A, . Towards fully printed capacitive gas sensors on flexible PET substrates based on Ag interdigitated transducers with increased stability.Sensors and Actuators B: Chemical, 2013, 187: 280–287

[66]

Ni L, Li X, Cai F, . Printable and flexible humidity sensor based on graphene-oxide-supported MoTe2 nanosheets for multifunctional applications.Nanomaterials, 2023, 13(8): 1309

[67]

Zhang D Z, Xu Z Y, Yang Z M, . High-performance flexible self-powered tin disulfide nanoflowers/reduced graphene oxide nanohybrid-based humidity sensor driven by triboelectric nanogenerator.Nano Energy, 2020, 67: 104251

[68]

Niu H, Yue W, Li Y, . Ultrafast-response/recovery capacitive humidity sensor based on arc-shaped hollow structure with nanocone arrays for human physiological signals monitoring.Sensors and Actuators B: Chemical, 2021, 334: 129637

[69]

Qin J, Yang X, Shen C, . Carbon nanodot-based humidity sensor for self-powered respiratory monitoring.Nano Energy, 2022, 101: 107549

[70]

Lu Y, Wang M Y, Wang D Y, . Flexible impedance sensor based on Ti3C2Tx MXene and graphitic carbon nitride nanohybrid for humidity-sensing application with ultrahigh response.Rare Metals, 2023, 42(7): 2204–2213

[71]

Pan T, Yu Z, Huang F, . Flexible humidity sensor with high sensitivity and durability for respiratory monitoring using near-field electrohydrodynamic direct-writing method.ACS Applied Materials & Interfaces, 2023, 15(23): 28248–28257

[72]

Guo C, Xin Y, Liu Y, . Noncontact sensing for water area scanning identification based on Ho2O3/GO humidity sensor.Sensors and Actuators B: Chemical, 2023, 385: 133683

[73]

Khan S A, Saqib M, Rehman M M, . A full-range flexible and printed humidity sensor based on a solution-processed P(VDF-TrFE)/graphene-flower composite.Nanomaterials, 2021, 11(8): 1915

[74]

Wang Y, Hou S, Li T, . Flexible capacitive humidity sensors based on ionic conductive wood-derived cellulose nanopapers.ACS Applied Materials & Interfaces, 2020, 12(37): 41896–41904

[75]

Khan S A, Saqib M, Khan M, . Wide-range, fast-responsive humidity sensor based on In2Se3/PEDOT:PSS nanocomposite.ACS Applied Electronic Materials, 2023, 5(8): 4473–4484

[76]

Shen D, Liu Y, Yu M, . Bioinspired flexible and highly responsive PVDF-based humidity sensors for respiratory monitoring.Polymer, 2022, 254: 125103

[77]

Hsiao F R, Liao Y C . Printed micro-sensors for simultaneous temperature and humidity detection.IEEE Sensors Journal, 2018, 18(16): 6788–6793

[78]

Zhao J, Li L, Zhang Y, . Novel coaxial fiber-shaped sensing system integrated with an asymmetric supercapacitor and a humidity sensor.Energy Storage Materials, 2018, 15: 315–323

[79]

Wei Z, Huang J, Chen W, . Fabrication and characterization of flexible capacitive humidity sensors based on graphene oxide on porous PTFE substrates.Sensors, 2021, 21(15): 5118

[80]

He H, Yao Y, Liu T . Flexible humidity sensor based on crosslinked polyethyleneimine/tannic acid and porous carbonaceous interdigitated electrode.Sensors and Actuators B: Chemical, 2023, 393: 134194

[81]

Chani M T S . Fabrication and characterization of chitosan–CeO2–CdO nanocomposite based impedimetric humidity sensors.International Journal of Biological Macromolecules, 2022, 194: 377–383

[82]

Wang Y, Zhang L, Zhang Z, . High-sensitivity wearable and flexible humidity sensor based on graphene oxide/non-woven fabric for respiration monitoring.Langmuir, 2020, 36(32): 9443–9448

[83]

Kan Y, Wang S, Meng J, . Flexible wearable and self-powered humidity sensor based on moisture-dependent voltage generation.Microchemical Journal, 2021, 168: 106373

[84]

Ni X, Luo J, Liu R, . Facile fabrication of flexible UV-cured polyelectrolyte-based coatings for humidity sensing.Sensors and Actuators B: Chemical, 2021, 329: 129149

[85]

Yadav B C, Sikarwar S, Yadav R, . Preparation of zinc(II) nitrate poly acryl amide (PAAm) and its optoelectronic application for humidity sensing.Journal of Materials Science Materials in Electronics, 2018, 29(9): 7770–7777

[86]

Shaukat R A, Khan M U, Saqib Q M, . Two dimensional Zirconium diselenide based humidity sensor for flexible electronics.Sensors and Actuators B: Chemical, 2022, 358: 131507

[87]

Ganbold E, Kim E S, Li Y, . Highly sensitive interdigitated capacitive humidity sensors based on sponge-like nanoporous PVDF/LiCl composite for real-time monitoring.ACS Applied Materials & Interfaces, 2023, 15(3): 4559–4568

[88]

Han S, Kim W, Lee H J, . Continuous and real-time measurement of plant water potential using an AAO-based capacitive humidity sensor for irrigation control.ACS Applied Electronic Materials, 2022, 4(12): 5922–5932

[89]

Luo Y, Pei Y, Feng X, . Silk fibroin based transparent and wearable humidity sensor for ultra-sensitive respiration monitoring.Materials Letters, 2020, 260: 126945

[90]

Park H, Lee S, Jeong S, . Enhanced moisture-reactive hydrophilic-PTFE-based flexible humidity sensor for real-time monitoring.Sensors, 2018, 18(3): 921

[91]

Duan Z, Yuan Z, Jiang Y, . Amorphous carbon material of daily carbon ink: emerging applications in pressure, strain, and humidity sensors.Journal of Materials Chemistry C: Materials for Optical and Electronic Devices, 2023, 11(17): 5585–5600

[92]

Lin L, Wang L, Li B, . Dual conductive network enabled superhydrophobic and high performance strain sensors with outstanding electro-thermal performance and extremely high gauge factors.Chemical Engineering Journal, 2020, 385: 123391

[93]

Li C, Zhang Y, Yang S, . A flexible tissue–carbon nanocoil–carbon nanotube-based humidity sensor with high performance and durability.Nanoscale, 2022, 14(18): 7025–7038

[94]

Peng X, Chu J, Aldalbahi A, . A flexible humidity sensor based on KC–MWCNTs composites.Applied Surface Science, 2016, 387: 149–154

[95]

Jin X F, Liu C R L, Chen L, . Inkjet-printed MoS2/PVP hybrid nanocomposite for enhanced humidity sensing.Sensors and Actuators A: Physical, 2020, 316: 112388

[96]

Ahmed H, Abduljalil H M, Hashim A . Structural, optical and electronic properties of novel (PVA–MgO)/SiC nanocomposites films for humidity sensors.Transactions on Electrical and Electronic Materials, 2019, 20(3): 218–232

[97]

Angadi V J, Chethan B, Pattar V, . Graphene-cobalt chromate ceramics composite for humidity sensor applications.Journal of Alloys and Compounds, 2023, 947: 169438

[98]

Lei D, Zhang Q, Liu N, . Self-powered graphene oxide humidity sensor based on potentiometric humidity transduction mechanism.Advanced Functional Materials, 2022, 32(10): 2107330

[99]

Zhang D, Zong X, Wu Z . Fabrication of tin disulfide/graphene oxide nanoflower on flexible substrate for ultrasensitive humidity sensing with ultralow hysteresis and good reversibility.Sensors and Actuators B: Chemical, 2019, 287: 398–407

[100]

Shooshtari L, Rafiefard N, Barzegar M, . Self-powered humidity sensors based on SnS2 nanosheets.ACS Applied Nano Materials, 2022, 5(11): 17123–17132

[101]

Zhang D, Chang H, Li P, . Fabrication and characterization of an ultrasensitive humidity sensor based on metal oxide/graphene hybrid nanocomposite.Sensors and Actuators B: Chemical, 2016, 225: 233–240

[102]

Ragazzini I, Castagnoli R, Gualandi I, . A resistive sensor for humidity detection based on cellulose/polyaniline.RSC Advances, 2022, 12(43): 28217–28226

[103]

Ahmed H, Abduljalil H M, Hashim A . Analysis of structural, optical and electronic properties of polymeric nanocomposites/silicon carbide for humidity sensors.Transactions on Electrical and Electronic Materials, 2019, 20(3): 206–217

[104]

Zhang L, Tan Q, Wang Y, . Wirelessly powered multi-functional wearable humidity sensor based on RGO–WS2 heterojunctions.Sensors and Actuators B: Chemical, 2021, 329: 129077

[105]

Karunarathne T S E F, Wijesinghe W P S L, Rathuwadu N P W, . Fabrication and characterization of partially conjugated poly (vinyl alcohol) based resistive humidity sensor.Sensors and Actuators A: Physical, 2020, 314: 112263

[106]

Zhang J, Dichiara A B, Novosselov I, . Polyacrylic acid coated carbon nanotube–paper composites for humidity and moisture sensing.Journal of Materials Chemistry C: Materials for Optical and Electronic Devices, 2019, 7(18): 5374–5380

[107]

Kafy A, Akther A, Shishir M I R, . Cellulose nanocrystal/graphene oxide composite film as humidity sensor.Sensors and Actuators A: Physical, 2016, 247: 221–226

[108]

Songkeaw P, Onlaor K, Thiwawong T, . Transparent and flexible humidity sensor based on graphene oxide thin films prepared by electrostatic spray deposition technique.Journal of Materials Science: Materials in Electronics, 2020, 31(15): 12206–12215

[109]

Chen M, Wang Z, Li K, . Elastic and stretchable functional fibers: a review of materials, fabrication methods, and applications.Advanced Fiber Materials, 2021, 3(1): 1–13

[110]

Zhang D, Mao R, Song X, . Humidity sensing properties and respiratory behavior detection based on chitosan-halloysite nanotubes film coated QCM sensor combined with support vector machine.Sensors and Actuators B: Chemical, 2023, 374: 132824

[111]

Rianjanu A, Julian T, Hidayat S N, . Quartz crystal microbalance humidity sensors integrated with hydrophilic polyethyleneimine-grafted polyacrylonitrile nanofibers.Sensors and Actuators B: Chemical, 2020, 319: 128286

[112]

Liu X, Zhang D, Wang D, . A humidity sensing and respiratory monitoring system constructed from quartz crystal microbalance sensors based on a chitosan/polypyrrole composite film.Journal of Materials Chemistry A: Materials for Energy and Sustainability, 2021, 9(25): 14524–14533

[113]

Lv S, Shuai L, Ding W, . Flexible humidity sensitive fiber with swellable metal-organic frameworks.Advanced Fiber Materials, 2021, 3(2): 107–116

[114]

Agmon N . The Grotthuss mechanism.Chemical Physics Letters, 1995, 244(5–6): 456–462

[115]

Kuzubasoglu B A . Recent studies on the humidity sensor: a mini review.ACS Applied Electronic Materials, 2022, 4(10): 4797–4807

[116]

Li J, Wu H, Cao L, . Enhanced proton conductivity of sulfonated polysulfone membranes under low humidity via the incorporation of multifunctional graphene oxide.ACS Applied Nano Materials, 2019, 2(8): 4734–4743

[117]

Wu J, Ma X, Li C, . A novel photon-enzyme cascade catalysis system based on hybrid HRP-CN/Cu3(PO4)2 nanoflowers for degradation of BPA in water.Chemical Engineering Journal, 2022, 427: 131808

[118]

Jiang W, Zhang F, Lin Q . Flexible relative humidity sensor based on reduced graphene oxide and interdigital electrode for smart home.Micro & Nano Letters, 2022, 17(6): 134–138

[119]

Liang Y, Ding Q, Wang H, . Humidity sensing of stretchable and transparent hydrogel films for wireless respiration monitoring.Nano-Micro Letters, 2022, 14(1): 183

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