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Mechanistic Insight and Sensitivity Enhancement for Gas Detection

  • 2026
  • OriginalPaper
  • Chapter
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Abstract

This chapter delves into the mechanisms and practical enhancements of gas detection systems, bridging scientific principles with advancements in sensor performance. It explores various types of gas sensors, including electrochemical, metal oxide semiconductor, infrared, surface acoustic wave, and fiber optic sensors, each with its unique detection methodologies. The text highlights the role of different sensing materials, such as metal oxide semiconductors, conductive polymers, carbon-based nanomaterials, and 2D materials, in gas sensing applications. It also discusses strategies to enhance sensitivity and selectivity, such as doping, heterojunction formation, and surface modification. The chapter emphasizes the impact of environmental factors like temperature and humidity on sensor performance and the use of machine learning for real-time compensation and calibration. Additionally, it covers the integration of AI and machine learning in gas sensing systems, the concept of multisensor arrays, and the future scope of gas sensor technologies, including wearable and implantable sensors, IoT integration, and real-time diagnostic systems.

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Title
Mechanistic Insight and Sensitivity Enhancement for Gas Detection
Authors
S. Uma
M. K. Shobana
Copyright Year
2026
DOI
https://doi.org/10.1007/978-3-032-09625-8_8
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