分离科学中的微流体:制造,应用和智能系统
Listya Eka Anggraini1, Muhammad Naeem Younis2, Mohammed A Abdalmwla1
1Department of Chemistry, King Fahd University of Petroleum and Minerals (KFUPM), Dhahran 31261, Saudi Arabia.
Journal of chromatography. A
|March 4, 2026
概括
由人工智能 (AI) 增强的微流体设备正在彻底改变分析分离和诊断. 这种融合为下一代系统提供了智能自动化,精度和高吞吐量能力.
科学领域:
- 分析化学 分析化学
- 生物分子诊断 生物分子诊断
- 微流体工程 微流体工程
背景情况:
- 微流体设备提供小型化,自动化和高效的分析分离和诊断解决方案.
- 制造业的进步 (例如,3D打印) 实现了可定制的平台,用于GC,HPLC和电泳等技术.
- 这些系统提供快速,高分辨率的分析,样品/试剂需求减少,提高灵敏度和便携性.
研究的目的:
- 审查微流体学和人工智能 (AI) 在分析分离技术中的融合.
- 详细介绍技术创新,制造策略和AI支持的微流体的应用.
- 为智能分析分离系统提供前性视角.
主要方法:
- 审查微流体设备制造和与分析技术的整合最近的进展.
- 在微流体数据处理,优化和控制中探索AI应用 (机器学习,神经网络).
- 微流体电泳和色谱分离技术的全面分析.
主要成果:
- 人工智能集成将微流体转化为智能系统,用于实时优化,异常检测和自主控制.
- 人工智能支持的微流体学促进了动态实验,并重塑了个性化诊断.
- 人工智能和微流体的协同作用增强了分析分离的自动化,可扩展性和定制性.
结论:
- 人工智能和微流体的融合代表了分析分离和诊断的范式转变.
- 人工智能增强了微流体能力,导致更智能,更高效,更适应性的系统.
- 未来的智能分析分离系统将由人工智能驱动的微流体进步塑造.
关键词:
人工智能 (AI) 是一种人工智能.制造工艺 制造工艺 制造工艺一个芯片上的实验室微气色谱 (μGC) 是一种微气色谱.微高性能液体色谱 (μHPLC) 是一种微高性能液体色谱.微芯片上的染色学微芯片电泳 (MCE) 是一种微芯片电泳技术.微流体学,分离科学 分离科学更多相关视频
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