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中国近红外光谱分析技术30年—回顾、述评与展望

刘宇 陈瀑 李敬岩 许育鹏 刘丹 褚小立

分析测试学报2025,Vol.44Issue(10):2001-2016,16.
分析测试学报2025,Vol.44Issue(10):2001-2016,16.DOI:10.12452/j.fxcsxb.250416296

中国近红外光谱分析技术30年—回顾、述评与展望

30 Years of Near Infrared Spectroscopy Analysis Technology in China—Review,Commentary,and Future Prospects

刘宇 1陈瀑 1李敬岩 1许育鹏 1刘丹 1褚小立1

作者信息

  • 1. 中石化石油化工科学研究院有限公司,北京 100083
  • 折叠

摘要

Abstract

Near infrared spectroscopy(NIRS),as an important modern analytical technique,has undergone systematic development over the past three decades in China,evolving from preliminary exploration to structured research,and from technology importation to independent innovation.Sig-nificant and representative achievements have been made during this process.NIRS has demonstrat-ed strategic value in enhancing industrial production efficiency,ensuring product quality,and pro-moting the intelligent transformation of manufacturing processes.This review provides a comprehen-sive overview of the major progress made in China over the past thirty years in fundamental research,instrument development,chemometric method innovation,and application expansion of NIRS.It al-so offers an in-depth analysis of the current state of development,identifies key research directions and technical priorities for the future,and outlines prospective development trends.Looking ahead,efforts should be made to increase investment in research and development,strengthen interdisciplin-ary collaboration and high-level talent cultivation,promote integration across academia,industry,and research institutions,and continuously expand the breadth and depth of NIRS applications.These actions will support the high-quality development of NIRS and contribute more significantly to China's economic and social progress.

关键词

近红外光谱/化学计量学/机器学习/深度学习/数据融合

Key words

near infrared spectroscopy/chemometrics/machine learning/deep learning/data fusion

分类

化学化工

引用本文复制引用

刘宇,陈瀑,李敬岩,许育鹏,刘丹,褚小立..中国近红外光谱分析技术30年—回顾、述评与展望[J].分析测试学报,2025,44(10):2001-2016,16.

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