Jiachen Jiang

Mr. Jiachen Jiang


Research Focus & Metrics

Academic Career Length

4Years (2023-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
27 January 2023 in Sensors
Verified
Journal Article
Open access
PDF file
YYYunting Yang
Yunting Yang
JJJiachen Jiang
Jiachen Jiang
JZJiafu Zeng
Jiafu Zeng
ZCZhangxiong Chen
Zhangxiong Chen
Xiaosong ZhuXiaosong Zhu
Xiaosong Zhu
YSYiwei Shi
Yiwei Shi
A multi-gas sensing system was developed based on the detection principle of the non-dispersive infrared (NDIR) method, which used a broad-spectra light source, a tunable Fabry–Pérot (FP) filter detector, and a flexible low-loss infrared waveguide as an absorption cell. CH4, C2H6, and CO2 gases were detected by the system. The concentration of CO2 could be detected directly, and the concentrations of CH4 and C2H6 were detected using a PCA-BP neural network algorithm because of the interference of CH4 and C2H6. The detection limits were achieved to be 2.59 ppm, 926 ppb, and 114 ppb for CH4, C2H6, and CO2 with an averaging time of 429 s, 462 s, and 297 s, respectively. The root mean square error of prediction (RMSEP) of CH4 and C2H6 were 10.97 ppm and 2.00 ppm, respectively. The proposed system and method take full advantage of the multi-component gas measurement capability of the mid-infrared broadband source and achieve a compromise between performance and system cost.

26 February 2025 in Sensors
Verified
Journal Article
Open access
PDF file
WSWenyuan Shao
Wenyuan Shao
YJYunjiang Jia
Yunjiang Jia
XSXilian Su
Xilian Su
BZBenlei Zhao
Benlei Zhao
JJJiachen Jiang
Jiachen Jiang
YSYiwei Shi
Yiwei Shi
A multi-gas sensing system based on mid-infrared spectral absorption was developed for the detection of CH4, C2H6, and C2H4. The system utilized a broadband infrared source, a hollow waveguide (HWG) absorption cell, and a tunable Fabry–Pérot (FP) detector. The limits of detection (LODs) of CH4, C2H6, and C2H4 were 7.33 ppm, 2.13 ppm, and 8.09 ppm, respectively. For multi-gas measurements, the support vector machine (SVM) algorithm model was employed to calculate the concentration of each component. The root mean square error of prediction (RMSEP) values for CH4, C2H6, and C2H4 were 15.91 ppm (1.26%), 1.64 ppm (0.57%), and 6.95 ppm (0.55%), respectively. The generation of stimulated absorption spectra of mixed gases was realized, and the sample selection of measurement for accurate concentration calculation of each gas was optimized. The system proposed in this work provides a simple, miniaturized, and cost-effective solution for multi-gas sensing.