智能气体传感器:从机制到应用
Jianghong Wei1,2, Qing Peng3,4, Yuee Xie1,2
1School of Physics and Electronic Engineering, Jiangsu University, Zhenjiang 212013, China.
Sensors (Basel, Switzerland)
|October 29, 2025
概括
智能气体传感器对于监测环境和健康至关重要. 本次审查强调了灵活,可穿戴传感器和人工智能整合物联网 (IoT) 的进步,尽管存在持续的挑战.
科学领域:
- 材料科学 材料科学 材料科学
- 电气工程 电气工程
- 计算机科学 计算机科学
背景情况:
- 智能气体传感器对于环境监测,医疗保健,食品安全和公共安全至关重要.
- 人工智能,物联网和无线技术的进步推动了对更智能,高性能传感器的需求.
- 灵活和可穿戴的气体传感器在物联网的实时监控中越来越重要.
研究的目的:
- 系统地审查智能气体传感器的最新进展.
- 涵盖概念框架,工作原理和应用.
- 评估设备架构,功能机制和性能方面的进步.
主要方法:
- 关于智能气体传感技术的综合文献综述.
- 分析灵活和可穿戴传感器平台的创新.
- 计算算法和机器学习集成的评估.
主要成果:
- 智能气体传感器技术取得了重大进展,特别是灵活和可穿戴平台.
- 通过集成先进的计算算法和机器学习来增强传感器智能.
- 成功构建物联网网络,利用各种应用的传感器阵列.
结论:
- 智能气体传感器正在迅速发展,特别是在物联网的灵活/可穿戴形式.
- 与人工智能和机器学习的整合是增强传感能力的关键.
- 未来的挑战包括提高准确性,稳定性和成本效益,以便广泛采用.
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