A novel phosphate detection sensor: From FTIR to EC-QCL
文献类型: 外文期刊
第一作者: Shen, Tianyi
作者: Shen, Tianyi;Gao, Shichen;Shen, Tianyi;Liu, Yachao;Dong, Daming;Wang, Siyu
作者机构:
关键词: Phosphate; External cavity quantum cascade laser; Laser absorption spectrum; In-situ detection
期刊名称:SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY ( 影响因子:4.6; 五年影响因子:4.3 )
ISSN: 1386-1425
年卷期: 2025 年 327 卷
页码:
收录情况: SCI
摘要: Excessive discharges of industrial and domestic sewage containing high concentrations of phosphorus are causing damage to the environment, so the detection of these pollutants in bodies of water is extremely critical. External cavity quantum cascade laser (EC-QCL) spectroscopy is a novel measurement technology that surpasses conventional infrared spectroscopy techniques. In this research, we propose a transmission detection system with a long optical path based on an EC-QCL for the detection of phosphate concentration in water bodies. Linear regression models were established based on this detection system, with all determination coefficients higher than 0.98 and a minimum detection limit smaller than 5.1 ppm. Additionally, the high-power spectral density of the EC-QCL permits the construction of a model using the raw radiation intensity data, as opposed to the conventional technique which depends on a reference background. The results show that the overall performance of the model based on the raw radiation intensity is similar to that of the model based on absorbance data. The ECQCL detection system proposed in this study can ensure accuracy in the detection of pollutants, and the advantage of miniaturization provides a novel idea for the following development of portable phosphate in-situ sewage detection sensors.
分类号:
- 相关文献
作者其他论文 更多>>
-
Research on prediction of energy density and power density of biomass carbon-based supercapacitors based on machine learning
作者:Lu, Xueying;Zhao, Chenxi;Tu, Huanyu;Wang, Siyu;Chen, Aihui;Zhang, Haibin
关键词:Supercapacitor; Machine learning; Biomass carbon; Energy density; Power density
-
Simultaneous prediction of multiple soil components using Mid-Infrared Spectroscopy and the GADF-Swin Transformer model
作者:Guo, Wenqi;Gao, Shichen;Ding, Yaohui;Dong, Daming;Guo, Wenqi;Dong, Daming;Guo, Wenqi;Dong, Daming
关键词:Multiple soil components; Simultaneous prediction; Mid-infrared spectroscopy; Gramian angular difference fields; Swin transformer
-
D-YOLO: A Lightweight Model for Strawberry Health Detection
作者:Wu, Enhui;Ma, Ruijun;Wu, Enhui;Dong, Daming;Zhao, Xiande;Wu, Enhui;Dong, Daming;Zhao, Xiande
关键词:strawberry; YOLOv8; lightweight; object detection; smart agriculture
-
A study on machine learning prediction of bio-oil yield from biomass and plastic Co-pyrolysis
作者:Zhao, Chenxi;Xia, Qi;Wang, Siyu;Lu, Xueying;Yue, Wenjing;Chen, Juhui;Chen, Aihui
关键词:Biomass; Bio-oil; Co-pyrolysis; Machine learning; Plastic; Yield
-
Quantitative analysis improvement of laser-induced breakdown spectroscopy based a newly beam shaping method
作者:Chen, Guanghui;Zheng, Peichao;Wang, Jinmei;Li, Biao;Liu, Xufeng;Yang, Zhi;Sun, Zhicheng;Tian, Hongwu;Dong, Daming;Tian, Hongwu;Dong, Daming;Guo, Lianbo
关键词:
-
Dual-beam photothermal material trace detection method based on self-mixing interference
作者:Zhao, Yan;Zhi, Yunlong;Zhao, Hui;Dong, Daming;Tong, Jigang;Zhao, Yan;Zhi, Yunlong;Zhao, Hui;Tong, Jigang;Dong, Daming;Tu, Chunling
关键词:
-
Development of a rapid sensor system for nitrate detection in water using enhanced Raman spectroscopy
作者:Xia, Xintao;Luo, Fan;Xia, Xintao;Yang, Guiyan;Tian, Hongwu;Cao, Fengjing;Luo, Fan;Dong, Daming;Yang, Guiyan;Tian, Hongwu;Cao, Fengjing;Dong, Daming
关键词: