TY - JOUR
T1 - Online Glucose Analysis System With High Precision and Wide Detection Range for Fermentation Monitoring
AU - Yang, Shilin
AU - Bo, Cuimei
AU - Li, Jun
AU - Tan, Qiang
AU - Wang, Yiqing
AU - Wu, Hao
AU - Chu, Zhenyu
AU - Jin, Wanqin
N1 - Publisher Copyright:
© 1963-2012 IEEE.
PY - 2022
Y1 - 2022
N2 - Online glucose monitoring during the fermentation process is critical for evaluating the microbial metabolism state and reaction course, achieving precise process control for industrial efficiency enhancement. However, the fast, wide-range and highly accurate test technique always presents a challenge for state-of-the-art analytical instruments. In this work, we proposed an online glucose analysis system based on a homemade screen-printed enzymatic biosensor chip composed of Prussian blue (PB) nanocubes with a high sensitivity of 83.404 mA ·mM-1·cm-2. To match the detection behavior of this chip, a specific signal conversion system was designed to realize the highly precise acquisition and treatment of nA-level currents by integrating hardware acquisition circuits and Kalman filtering algorithms. Focusing on the continuous change in glucose concentration during fermentation, an adaptive injection strategy for the sampling volume was proposed to achieve an ultrawide linear range from 1 to 180 g/L. The results show that the online analytical system exhibits excellent detection performance with high accuracy and low relative error of detection (< 2%) during the fermentation of sophorolipid and ethanol compared to high-performance liquid chromatography (HPLC) and commercial analyzers.
AB - Online glucose monitoring during the fermentation process is critical for evaluating the microbial metabolism state and reaction course, achieving precise process control for industrial efficiency enhancement. However, the fast, wide-range and highly accurate test technique always presents a challenge for state-of-the-art analytical instruments. In this work, we proposed an online glucose analysis system based on a homemade screen-printed enzymatic biosensor chip composed of Prussian blue (PB) nanocubes with a high sensitivity of 83.404 mA ·mM-1·cm-2. To match the detection behavior of this chip, a specific signal conversion system was designed to realize the highly precise acquisition and treatment of nA-level currents by integrating hardware acquisition circuits and Kalman filtering algorithms. Focusing on the continuous change in glucose concentration during fermentation, an adaptive injection strategy for the sampling volume was proposed to achieve an ultrawide linear range from 1 to 180 g/L. The results show that the online analytical system exhibits excellent detection performance with high accuracy and low relative error of detection (< 2%) during the fermentation of sophorolipid and ethanol compared to high-performance liquid chromatography (HPLC) and commercial analyzers.
KW - Enzymatic biosensor
KW - fermentation monitoring
KW - glucose analysis system
KW - nA-level current
KW - signal conversion circuit
UR - http://www.scopus.com/inward/record.url?scp=85141638395&partnerID=8YFLogxK
U2 - 10.1109/TIM.2022.3218115
DO - 10.1109/TIM.2022.3218115
M3 - 文章
AN - SCOPUS:85141638395
SN - 0018-9456
VL - 71
JO - IEEE Transactions on Instrumentation and Measurement
JF - IEEE Transactions on Instrumentation and Measurement
M1 - 3529309
ER -