TY - JOUR
T1 - Optimization of co-culture inoculated microbial fuel cell performance using response surface methodology
AU - Islam, M. Amirul
AU - Ong, Huei Ruey
AU - Ethiraj, Baranitharan
AU - Cheng, Chin Kui
AU - Rahman Khan, Md Maksudur
N1 - Funding Information:
This work was supported by the University Malaysia Pahang, Malaysia ( RDU 140322 and GRS 150371 )
Publisher Copyright:
© 2018
PY - 2018/11/1
Y1 - 2018/11/1
N2 - Microbial fuel cells (MFCs) are considered as promising technology to achieve simultaneous wastewater treatment and electricity generation. However, operational and technological developments are still required to make it as a sustainable technology. In the present study, response surface methodology (RSM) was used to evaluate the effects of substrate concentration, co-culture composition, pH and time on the performance of co-culture (Klebsiella variicola and Pseudomonas aeruginosa) inoculated double chamber MFC. From the statistical analysis, it can be seen that the performance of MFC was not influenced by the interaction between the initial COD and time, pH and time, pH and initial COD, time and initial COD. However, the interaction between the inoculum composition and time, pH and the inoculum composition, initial COD and inoculum composition significantly influenced the performance of MFC. Based on the RSM results, best performance (power density and COD removal efficiency) was obtained when the inoculum composition, initial COD, pH and time were about 1:1, 26.690 mg/L, 7.21 and 15.50 days, respectively. The predictions from the model were in close agreement with the experimental results suggesting that the proposed model could adequately represent the actual relationships between the independent variables generating electricity and the COD removal efficiency.
AB - Microbial fuel cells (MFCs) are considered as promising technology to achieve simultaneous wastewater treatment and electricity generation. However, operational and technological developments are still required to make it as a sustainable technology. In the present study, response surface methodology (RSM) was used to evaluate the effects of substrate concentration, co-culture composition, pH and time on the performance of co-culture (Klebsiella variicola and Pseudomonas aeruginosa) inoculated double chamber MFC. From the statistical analysis, it can be seen that the performance of MFC was not influenced by the interaction between the initial COD and time, pH and time, pH and initial COD, time and initial COD. However, the interaction between the inoculum composition and time, pH and the inoculum composition, initial COD and inoculum composition significantly influenced the performance of MFC. Based on the RSM results, best performance (power density and COD removal efficiency) was obtained when the inoculum composition, initial COD, pH and time were about 1:1, 26.690 mg/L, 7.21 and 15.50 days, respectively. The predictions from the model were in close agreement with the experimental results suggesting that the proposed model could adequately represent the actual relationships between the independent variables generating electricity and the COD removal efficiency.
KW - Box-behnken design
KW - Chemical oxygen demand
KW - Co-culture inoculum
KW - Design of experiments
KW - Mutualistic interactions
UR - http://www.scopus.com/inward/record.url?scp=85053074070&partnerID=8YFLogxK
U2 - 10.1016/j.jenvman.2018.08.002
DO - 10.1016/j.jenvman.2018.08.002
M3 - Article
C2 - 30092551
AN - SCOPUS:85053074070
SN - 0301-4797
VL - 225
SP - 242
EP - 251
JO - Journal of Environmental Management
JF - Journal of Environmental Management
ER -