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Humidity sensing systems:from manufacturing to intelligent perception applicationsOA

中文摘要

As a key physical quantity of environmental monitoring,humidity plays an irreplaceable role in agricultural production,health monitoring and extreme environmental detection.However,the limitations of traditional humidity sensing systems in response speed,environmental adaptability,and information analysis capabilities have made it difficult to meet the high-order requirements of modern applications for real-time,reliability,and intelligence.This bottleneck is driving a profound change in humidity sensing technology—its development focus has shifted from the improvement of single device performance to the construction of intelligent sensing systems with information understanding and autonomous decision-making capabilities.This perspective paper outlines the evolution path of humidity sensing technology from manufacturing to intelligent sensing.Firstly,the performance boundary of humidity sensor devices based on different humidity sensitive materials is analyzed.Furthermore,the technical trend of constructing intelligent sensor nodes through system integration is discussed,and the enabling mechanism of artificial intelligence algorithm in realizing intelligent applications such as health monitoring,human-computer interaction and intelligent agriculture is emphatically explained.Finally,the current challenges in sensitivity,stability,power consumption and signal analysis are pointed out,and the future development opportunities are prospected,in order to provide theoretical support and technical path for promoting the transition of humidity sensing from detection to cognition.

Yu Wen;Yi Liu;Su-Ting Han;Vellaisamy A.L.Roy;Ye Zhou

Institute for Advanced Study,Shenzhen University,Shenzhen 518060,People''s Republic of ChinaDepartment of Materials,Loughborough University,Loughborough LE113TU,United KingdomDepartment of Applied Biology and Chemical Technology,The Hong Kong Polytechnic University,Kowloon,Hong Kong Special Administrative Region of China,999077,People''s Republic of ChinaJames Watt School of Engineering,University of Glasgow,Glasgow G128QQ,United Kingdom School of Science and Technology,School of Science and Technology,Hong Kong Metropolitan University,Ho Man Tin,Hong Kong Special Administrative Region of China,999077,People''s Republic of ChinaInstitute for Advanced Study,Shenzhen University,Shenzhen 518060,People''s Republic of China

信息技术与安全科学

humidity sensorintelligent sensingneuromorphic deviceflexible electronicsintelligent system

《International Journal of Extreme Manufacturing》 2026 (3)

P.549-566,18

grants from National Natural Science Foundation of China(62304137)RSC Sustainable Laboratories Grant(L24-8215098370)Ministry of Education of the People''s Republic of China,Guangdong Basic and Applied Basic Research Foundation(2024B1515040002,2024A1515011737 and 2025A1515011274)Guangdong Science and Technology Department(Grant No.MS202500156)Department of Education of Guangdong Province(Grant No.2025ZDZX3024)Science,Technology and Innovation Commission of Shenzhen Municipality(Grant No.JCYJ20250604181254072)State Key Laboratory of Radio Frequency Heterogeneous Integration(Independent Scientific Research Program No.2024010)the Hong Kong Research Grants Council,Young Collaborative Research Grant(C5001-24)Research Institute for Smart Energy(U-CDC9)NTUT-SZU Joint Research Program.

10.1088/2631-7990/ae389e

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