TY - JOUR
T1 - Effects of yeast and maltose concentration on ultrasonic velocity and attenuation coefficient and its application for process monitoring
AU - Geier, Dominik
AU - Heermann, Katrin
AU - Hussein, Mohamed
AU - Becker, Thomas
PY - 2014/7
Y1 - 2014/7
N2 - Monitoring substrate and cell concentration is important for controlling yeast propagation and fermentation processes. This usually requires two instruments, a density meter, and an optical turbidity meter. This paper presents a method for simultaneously determining yeast and maltose concentration with a single ultrasonic sensor. Ultrasonic velocity and attenuation were measured at varying maltose and yeast cell concentrations from 0 to 4 wt%. Ultrasonic velocity increased linearly with both yeast (R2 = 0.999) and maltose concentration (R2 = 0.996). In contrast, while attenuation coefficient depended linearly on yeast concentration (R2 = 0.998), it did not significantly depend on maltose concentration (R2 = 0.476). To draw conclusions about the main mechanisms of attenuation, the measured attenuation coefficients for yeast cells at 2 MHz were compared to predicted values. With a mean absolute percentage error of 0.25%, intrinsic absorption, thermal effects, and, to a lesser extent, viscous effects were identified as the main reason for damping. These results support the feasibility of combining ultrasonic velocity and attenuation measurements for estimating yeast cell and maltose concentration.
AB - Monitoring substrate and cell concentration is important for controlling yeast propagation and fermentation processes. This usually requires two instruments, a density meter, and an optical turbidity meter. This paper presents a method for simultaneously determining yeast and maltose concentration with a single ultrasonic sensor. Ultrasonic velocity and attenuation were measured at varying maltose and yeast cell concentrations from 0 to 4 wt%. Ultrasonic velocity increased linearly with both yeast (R2 = 0.999) and maltose concentration (R2 = 0.996). In contrast, while attenuation coefficient depended linearly on yeast concentration (R2 = 0.998), it did not significantly depend on maltose concentration (R2 = 0.476). To draw conclusions about the main mechanisms of attenuation, the measured attenuation coefficients for yeast cells at 2 MHz were compared to predicted values. With a mean absolute percentage error of 0.25%, intrinsic absorption, thermal effects, and, to a lesser extent, viscous effects were identified as the main reason for damping. These results support the feasibility of combining ultrasonic velocity and attenuation measurements for estimating yeast cell and maltose concentration.
KW - Attenuation coefficient
KW - Maltose
KW - Saccharomyces cerevisiae
KW - Ultrasonic velocity
KW - Ultrasound
UR - http://www.scopus.com/inward/record.url?scp=84904401152&partnerID=8YFLogxK
U2 - 10.1002/elsc.201300030
DO - 10.1002/elsc.201300030
M3 - Article
AN - SCOPUS:84904401152
SN - 1618-0240
VL - 14
SP - 433
EP - 441
JO - Engineering in Life Sciences
JF - Engineering in Life Sciences
IS - 4
ER -