Modeling, optimization, and control of microbial electrolysis cells in a fed-batch reactor for production of renewable biohydrogen gas

被引:27
|
作者
Yahya, Azwar Muhammad [1 ,2 ]
Hussain, Mohd Azlan [2 ]
Wahab, Ahmad Khairi Abdul [3 ]
机构
[1] Univ Syiah Kuala, Fac Engn, Dept Chem Engn, Banda Aceh 23111, Indonesia
[2] Univ Malaya, Fac Engn, Dept Chem Engn, Kuala Lumpur 50603, Malaysia
[3] Univ Malaya, Fac Engn, Biomed Engn Dept, Kuala Lumpur 50603, Malaysia
关键词
modeling; optimization; control; microbial electrolysis cell; biohydrogen; MEMBRANE FUEL-CELL; HYDROGEN-PRODUCTION; BIOGAS PRODUCTION; ELECTROCHEMICAL MODEL; ORGANIC-MATTER; SYSTEM; WASTES; METHANE;
D O I
10.1002/er.3273
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
An integrated modeling, optimization, and control approach for the design of a microbial electrolysis cell (MEC) was studied in this paper. Initially, this study describes the improvement of the mathematical MEC model for hydrogen production from wastewater in a fed-batch reactor. The model, which was modified from an already existing model, is based on material balance with the integration of bioelectrochemical reactions describing the steady-state behavior of biomass growth, consumption of substrates, hydrogen production, and the effect of applied voltage on the performance of the MEC fed-batch reactor. Another goal of this work is to implement a suitable control strategy to optimize the production of biohydrogen gas by selecting the optimal current and applied voltage to the MEC. Various simulation tests involving multiple set-point changes, disturbance rejection, and noise effects were performed to evaluate the performance where the proposed proportional-integral-derivative control system was tuned with an adaptive gain technique and compared with the Ziegler-Nichols method. The simulation results show that optimal tuning can provide better control effect on the MEC system, where optimal H-2 gas production for the system was achieved. Copyright (c) 2014 John Wiley & Sons, Ltd.
引用
收藏
页码:557 / 572
页数:16
相关论文
共 50 条
  • [31] Medium and feed optimization for fed-batch production of a monoclonal antibody in CHO cells
    Nadine Kochanowski
    Gaetan Siriez
    Sarah Roosens
    Laetitia Malphettes
    BMC Proceedings, 5 (Suppl 8)
  • [32] Modeling and parameter identification of microbial bioconversion in fed-batch cultures
    Wang, Gang
    Feng, Enmin
    Xiu, Zhilong
    JOURNAL OF PROCESS CONTROL, 2008, 18 (05) : 458 - 464
  • [33] Nonlinear impulsive system of microbial production in fed-batch culture and its optimal control
    Gao C.
    Lang Y.
    Feng E.
    Xiu Z.
    Journal of Applied Mathematics and Computing, 2005, 19 (1-2) : 203 - 214
  • [34] Modeling of lutein production by heterotrophic Chlorella in batch and fed-batch cultures
    Wu, Zheng-Yun
    Shi, Chun-Lei
    Shi, Xian-Ming
    WORLD JOURNAL OF MICROBIOLOGY & BIOTECHNOLOGY, 2007, 23 (09): : 1233 - 1238
  • [35] Modeling of lutein production by heterotrophic Chlorella in batch and fed-batch cultures
    Zheng-Yun Wu
    Chun-Lei Shi
    Xian-Ming Shi
    World Journal of Microbiology and Biotechnology, 2007, 23 : 1233 - 1238
  • [36] Nonlinear multiple model predictive control in a fed-batch reactor
    Santos, AIG
    Johansen, TA
    Cosme, JMZ
    ARTIFICIAL INTELLIGENCE IN REAL-TIME CONTROL 2000, 2001, : 195 - 200
  • [37] Introducing an affordable catalyst for biohydrogen production in microbial electrolysis cells
    Ghasemi, Behzad
    Yaghmaei, Soheila
    Abdi, Kaveh
    Mardanpour, Mohammad Mahdi
    Haddadi, Seyyed Arash
    JOURNAL OF BIOSCIENCE AND BIOENGINEERING, 2020, 129 (01) : 67 - 76
  • [38] Microbial electrolysis cells for the production of biohydrogen in dark fermentation - A review
    Lee, Hyung-Sool
    Xin, Wang
    Katakojwala, Ranaprathap
    Mohan, S. Venkata
    Tabish, Noori M. D.
    BIORESOURCE TECHNOLOGY, 2022, 363
  • [39] Choice of control variable for optimization of fed-batch fermentation
    Modak, Jayant M.
    Chemical Engineering Journal and the Biochemical Engineering Journal, 1993, 52 (03):
  • [40] CHOICE OF CONTROL VARIABLE FOR OPTIMIZATION OF FED-BATCH FERMENTATION
    MODAK, JM
    CHEMICAL ENGINEERING JOURNAL AND THE BIOCHEMICAL ENGINEERING JOURNAL, 1993, 52 (03): : B59 - B69