TY - JOUR
T1 - Risk index to monitor an anaerobic digester using a dynamic model based on dilution rate, temperature, and pH
AU - Alzate-Ibañez, Angélica M.
AU - Ocampo-Martinez, Carlos
AU - Alzate, Carlos A.Cardona
AU - Montoya, Víctor M.Trejos
N1 - Publisher Copyright:
© 2020 A.M. Alzate-Ibañez et al., published by De Gruyter 2020.
PY - 2020/1/1
Y1 - 2020/1/1
N2 - In this work, a risk index to monitor an anaerobic digestion process is established. The index is derived from the dynamical analysis of the system and it is composed by two conditions ensuring an optimum operating conditions inside bioreactor. The analysis is performed using bifurcation theory in order to study the effects of dilution rate, temperature and pH parameters at behavior system. For these purpose an extended version of the mathematical model proposed by Bernard [1] involving the dependence of growth kinetics on temperature and pH is used. The analysis shows both microbial growth and the performance of the bioprocess, when is highly affected by these parameters, indeed the washout condition occurs by combining a fold bifurcation and a transcritical bifurcation. From bifurcation diagrams both safety and optimal operation regions of the bioreactor are defined. Consequently, based on two conditions of stability a risk index to monitor the bioprocess on-line is proposed. The index is evaluated via numerical simulations allowing to detect system destabilization. The results obtained in this work may provide a useful methodology to monitor an anaerobic process and to guarantee the optimal performance of the bioreactor given that the model is sufficiently accurate.
AB - In this work, a risk index to monitor an anaerobic digestion process is established. The index is derived from the dynamical analysis of the system and it is composed by two conditions ensuring an optimum operating conditions inside bioreactor. The analysis is performed using bifurcation theory in order to study the effects of dilution rate, temperature and pH parameters at behavior system. For these purpose an extended version of the mathematical model proposed by Bernard [1] involving the dependence of growth kinetics on temperature and pH is used. The analysis shows both microbial growth and the performance of the bioprocess, when is highly affected by these parameters, indeed the washout condition occurs by combining a fold bifurcation and a transcritical bifurcation. From bifurcation diagrams both safety and optimal operation regions of the bioreactor are defined. Consequently, based on two conditions of stability a risk index to monitor the bioprocess on-line is proposed. The index is evaluated via numerical simulations allowing to detect system destabilization. The results obtained in this work may provide a useful methodology to monitor an anaerobic process and to guarantee the optimal performance of the bioreactor given that the model is sufficiently accurate.
KW - Anaerobic digestion
KW - Bifurcation theory
KW - Bioreactor
KW - Dynamic analysis
KW - Risk analysis
UR - https://www.scopus.com/pages/publications/85072736287
U2 - 10.1515/nleng-2018-0055
DO - 10.1515/nleng-2018-0055
M3 - Article
AN - SCOPUS:85072736287
SN - 2192-8010
VL - 9
SP - 35
EP - 50
JO - Nonlinear Engineering
JF - Nonlinear Engineering
IS - 1
ER -