烟草近红外光谱分析网络化及其应用进展

Networking of Near Infrared Spectroscopy for Tobacco and Its Application Perspective

该文回顾了近红外光谱(NIRS)分析技术的应用历程以及“近红外光谱分析+互联网”模式在烟草领域中的应用研究与实践,探讨了在近红外光谱分析网络化环境中,近红外光谱仪器设备存在的硬件差异以及常规化学计量学方法(算法)在建模、数据处理存在的不足对近红外光谱的深度应用产生的影响,并提出了近红外光谱分析云计算应用的解决思路。最后,对大数据时代近红外光谱分析网络化模式的应用前景进行了展望。

Applications of near infrared spectroscopy(NIRS)and the applied research and practice of“NIRS+Internet”mode in the field of tobacco are reviewed in this paper.In the network environment,influences of the NIRS equipment differences and the shortcomings of common chemometrics method(algorithms)in modeling and data processing on the deep applications of NIRS are briefly discussed,and the possible solutions for cloud computing of NIRS are proposed.Finally,the application prospect for NIRS networking in big data period is also outlooked.