Conducting Polymers-Based Gas Sensors: Principles, Materials, and Applications DOI Creative Commons

Rongqing Dong,

Mingna Yang,

Yinxiu Zuo

et al.

Sensors, Journal Year: 2025, Volume and Issue: 25(9), P. 2724 - 2724

Published: April 25, 2025

Conducting polymers (CPs) have emerged as promising materials for gas sensors due to their organic nature coupled with unique and versatile optical, electrical, chemical, electrochemical properties. This review provides a comprehensive overview of the latest developments in conducting polymer-based sensors. First, fundamental sensing mechanisms CPs-based are elucidated, covering diverse transduction modes including electrochemical, chemiresistive, piezoelectric, field-effect transistor-based sensing. Next, various types employed sensors, such polypyrrole, polyaniline, polythiophene, composites introduced, emphasis on synthesis methods, structural characteristics, response Finally, wide range applications these is discussed, spanning industrial process control, environmental monitoring, food safety, biomedical diagnosis, other fields, well existing issues long-term stability humidity interference, summary biocompatibility regulatory standards conductive provided. By integrating insights from mechanisms, materials, applications, this offers holistic understanding It also highlights future research directions, device miniaturization, AI-assisted identification, multifunctional integrated systems, wearable flexible sensor platforms, enhanced sensitivity, selectivity, on-site detection capabilities.

Language: Английский

Advances in Starch-Based Nanocomposites for Functional Food Systems: Harnessing AI and Nuclear Magnetic Resonance Technologies for Tailored Stability and Bioactivity DOI Creative Commons
Yue Sun, Ziyu Wang,

Jian Ye

et al.

Foods, Journal Year: 2025, Volume and Issue: 14(5), P. 773 - 773

Published: Feb. 24, 2025

Starch-based nanocomposites (SNCs) are at the forefront of innovations in food science, offering unparalleled opportunities for enhancing stability, bioactivity, and overall functionality systems. This review delves into potential SNCs to address contemporary challenges formulation, focusing on synergistic effects their components. By integrating cutting-edge technologies, such as artificial intelligence (AI) nuclear magnetic resonance (NMR), we explore new avenues precision, predictability, SNCs. AI is applied optimize design SNCs, leveraging predictive modeling fine-tune material properties streamline production processes. The role NMR also critically examined, with particular emphasis its capacity provide high-resolution structural insights, monitor stability over time, elucidate molecular interactions within matrices. Through detailed examples, highlights impact unraveling complex behaviors bioactive compounds encapsulated Additionally, discuss integration functional assays AI-driven analytics assessing bioactivity sensory these systems, providing a robust framework rational advanced products. synergy between AI, NMR, opens pathways developing tailored, high-performance formulations that both health consumer preferences.

Language: Английский

Citations

0
Detection of amylose content in rice samples with spectral augmentation and advanced machine learning DOI
Kamini G. Panchbhai, Madhusudan G. Lanjewar

Journal of Food Composition and Analysis, Journal Year: 2025, Volume and Issue: unknown, P. 107455 - 107455

Published: March 1, 2025

Language: Английский

Citations

0
Conducting Polymers-Based Gas Sensors: Principles, Materials, and Applications DOI Creative Commons

Rongqing Dong,

Mingna Yang,

Yinxiu Zuo

et al.

Sensors, Journal Year: 2025, Volume and Issue: 25(9), P. 2724 - 2724

Published: April 25, 2025

Conducting polymers (CPs) have emerged as promising materials for gas sensors due to their organic nature coupled with unique and versatile optical, electrical, chemical, electrochemical properties. This review provides a comprehensive overview of the latest developments in conducting polymer-based sensors. First, fundamental sensing mechanisms CPs-based are elucidated, covering diverse transduction modes including electrochemical, chemiresistive, piezoelectric, field-effect transistor-based sensing. Next, various types employed sensors, such polypyrrole, polyaniline, polythiophene, composites introduced, emphasis on synthesis methods, structural characteristics, response Finally, wide range applications these is discussed, spanning industrial process control, environmental monitoring, food safety, biomedical diagnosis, other fields, well existing issues long-term stability humidity interference, summary biocompatibility regulatory standards conductive provided. By integrating insights from mechanisms, materials, applications, this offers holistic understanding It also highlights future research directions, device miniaturization, AI-assisted identification, multifunctional integrated systems, wearable flexible sensor platforms, enhanced sensitivity, selectivity, on-site detection capabilities.

Language: Английский

Citations

0