Citation: Xueling Yu, Lixing Fu, Tong Wang, Zhixin Liu, Na Niu, Ligang Chen. Multivariate chemical analysis: From sensors to sensor arrays[J]. Chinese Chemical Letters, ;2024, 35(7): 109167. doi: 10.1016/j.cclet.2023.109167 shu

Multivariate chemical analysis: From sensors to sensor arrays

College of Chemistry, Chemical Engineering and Resource Utilization, Key Laboratory of Forest Plant Ecology, Northeast Forestry University, Harbin 150040, China

niuna@nefu.edu.cn

analchem@nefu.edu.cn

Received Date: 28 April 2023
Revised Date: 12 September 2023
Accepted Date: 4 October 2023
Available Online: 7 October 2023

Figures(8)

Chemical sensor arrays can obtain more comprehensive analyte information through high-dimensional data. It is of great significance in the analysis of multi-component complex samples. This review summarizes the development and status of chemical sensor arrays. We focused on the design of chemical sensor arrays based on various sensing materials. In addition, several pattern recognition methods in chemometrics are introduced. And applications of chemical sensor arrays in food monitoring, medical diagnosis, and environmental monitoring are illustrated. Based on the analysis of the limitations of current sensor array technology, the direction of the array is also predicted. This review aims to help the broad readership understand the research state of chemical sensor arrays and their development prospects.
- Chemical sensor arrays,
- Sensing materials,
- Pattern recognition methods,
- Analytical application
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沈阳化工大学材料科学与工程学院沈阳 110142