High-rate CNP removal from wastewater in a single jet loop air lift bioreactor: Process modeling and optimization with four process and operating factors

Journal of Water Process Engineering - Tập 40 - Trang 101980 - 2021
S. Moradi1, A.A. Zinatizadeh1,2, S. Zinadini1, F. Gholami1
1Environmental Research Center (ERC), Department of Applied Chemistry, Faculty of Chemistry, Razi University, Kermanshah, Iran
2Department of Environmental Sciences, College of Agriculture and Environmental Sciences, University of South Africa, P.O. Box 392, Florida, 1710, South Africa

Tài liệu tham khảo

Rajasulochana, 2016, Comparison on efficiency of various techniques in treatment of waste and sewage water–A comprehensive review, Resour. Technol., 2, 175 Aghamohammadi, 2016, An investigation of sustainable power generation from oil palm biomass: a case study in Sarawak, Sustainability, 8, 416, 10.3390/su8050416 Shahrezaei, 2012, Photocatalytic degradation of aniline using TiO2 nanoparticles in a vertical circulating photocatalytic reactor, Int. J. Photoenergy, 2012, 1, 10.1155/2012/430638 Schoeman, 2003, Nitrate removal with reverse osmosis in a rural area in South Africa, Desalination, 155, 15, 10.1016/S0011-9164(03)00235-2 Bilstad, 1995, Nitrogen separation from domestic wastewater by reverse osmosis, Membrane sci., 102, 93, 10.1016/0376-7388(94)00279-8 Aziz, 2004, Removal of ammoniacal nitrogen (N-NH3) from municipal solid waste leachate by using activated carbon and limestone, Waste Manag. Res., 22, 371, 10.1177/0734242X04047661 Mansouri, 2012, Hydraulic characteristics analysis of an anaerobic rotatory biological contactor (AnRBC) using tracer experiments and response surface methodology (RSM), Korean J. Chem. Eng., 29, 891, 10.1007/s11814-011-0269-0 Sharafi, 2015, Adsorptive removal of methylene blue from aqueous solutions by pumice powder: process modelling and kinetic evaluation, Env. Eng. and Manag. J., 14, 1067, 10.30638/eemj.2015.118 Abyar, 2018, Biological CNP removal from meat-processing wastewater in an innovative high rate up-flow A2O bioreactor, Chemosphere, 213, 197, 10.1016/j.chemosphere.2018.09.047 Zhu, 2008, Biological removal of nitrogen from wastewater, Rev. Environ. Contam. Toxicol., 192, 1 Zhang, 2013, Phosphorus removal in an enhanced biological phosphorus removal process: roles of extracellular polymeric substances, Environ. Sci. Technol., 47, 11482, 10.1021/es403227p Alasino, 2008, Combined nitrogen and phosphorus removal. Model-based process optimization, Comput. Aided Chem. Eng., 25, 163, 10.1016/S1570-7946(08)80032-6 Palmarin, 2019, Comparison of the treatment performance of a hybrid and conventional membrane bioreactor for greywater reclamation, J. Water Process. Eng., 28, 54, 10.1016/j.jwpe.2018.12.012 Asadi, 2012, Simultaneous removal of carbon and nutrients from an industrial estate wastewater in a single up-flow aerobic/anoxic sludge bed (UAASB) bioreactor, Water Res., 46, 4587, 10.1016/j.watres.2012.06.029 Tai, 2006, Combined removal of carbon and nitrogen in an integrated UASB-jet loop reactor bioreactor system, Environ. Eng., 132, 624, 10.1061/(ASCE)0733-9372(2006)132:6(624) Wei, 2007, Characteristics of high-sulfate wastewater treatment by two-phase anaerobic digestion process with Jet-loop anaerobic fluidized bed, Environ. Sci. (Ruse), 19, 264, 10.1016/S1001-0742(07)60043-6 Wei, 2012, Treatment of food processing wastewater in a full-scale jet biogas internal loop anaerobic fluidized bed reactor, Biodegradation, 22, 347, 10.1007/s10532-010-9405-5 Yanagi, 1994, Treatment of wheat starch waste water by a membrane combined two phase methane fermentation system, Desalination, 98, 161, 10.1016/0011-9164(94)00141-3 Hong, 2004, ATP content and biomass activity in sequential anaerobic/aerobic reactors, Zhejiang Univ. Sci. A, 5, 727, 10.1631/jzus.2004.0727 Ren, 2005, Optimized operational parameters of a pilot scale membrane bioreactor for high-strength organic wastewater treatment, Int. Biodeterior. Biodegradation, 56, 216, 10.1016/j.ibiod.2005.08.003 Chen, 2008, A novel application of TPAD–MBR system to the pilot treatment of chemical synthesis-based pharmaceutical wastewater, Water Res., 42, 3385, 10.1016/j.watres.2008.04.020 Akhbari, 2011, Process modeling and analysis of biological nutrients removal in an integrated RBC-AS system using response surface methodology, Chem. Eng., 168, 269, 10.1016/j.cej.2011.01.003 Asadi, 2016, A novel continuous feed and intermittent discharge airlift bioreactor (CFIDAB) for enhanced simultaneous removal of carbon and nutrients from soft drink industrial wastewater, Chem. Eng. J., 292, 13, 10.1016/j.cej.2016.01.110 Abyar, 2018, Biological CNP removal from meat-processing wastewater in an innovative high rate up-flow A2O bioreactor, Chemosphere, 213, 197, 10.1016/j.chemosphere.2018.09.047 Pirsaheb, 2015, Process modeling and optimization of biological removal of carbon, nitrogen and phosphorus from hospital wastewater in a continuous feeding & intermittent discharge (CFID) bioreactor, Korean J. Chem. Eng., 32, 1340, 10.1007/s11814-014-0365-z Jiang, 2013, Simultaneous carbon and nutrient removal in an airlift loop reactor under a limited filamentous bulking state, Bioresour. Technol., 130, 406, 10.1016/j.biortech.2012.11.129 Yang, 2008, The biological treatment of landfill leachate using a simultaneous aerobic and anaerobic (SAA) bio-reactor system, Chemosphere, 72, 1751, 10.1016/j.chemosphere.2008.04.090 Patil, 2014, Application of compact jet loop reactor in treatment of industrial waste water from pharmaceutical industry, Int. J. Curr. Eng. Technol., 14, 1090 Chan, 2012, An integrated anaerobic–aerobic bioreactor (IAAB) for the treatment of palm oil mill effluent (POME): start-up and steady state performance, Process. Biochem., 47, 485, 10.1016/j.procbio.2011.12.005 Meng, 2008, Effects of COD/N ratio and DO concentration on simultaneous nitrification and denitrification in an airlift internal circulation membrane bioreactor, J. Environ. Sci. China (China), 20, 933, 10.1016/S1001-0742(08)62189-0 Abdulgader, 2021, Application of response surface methodology (RSM) for process analysis and optimization of milk processing wastewater treatment using multistage flexible fiber biofilm reactor, J. Environ. Chem. Eng., 8, 103797, 10.1016/j.jece.2020.103797 Nouri, 2018, Process optimization of CNP removal from industrial soft drink wastewater in a single up flow A2O with continuous feed and intermittent discharge regime, Water Sci. Technol., 77, 1524, 10.2166/wst.2018.028 Gholami, 2020, An innovative jet loop-airlift bioreactor for simultaneous removal of carbon and nitrogen from soft drink industrial wastewater: process performance and kinetic evaluation, Environ. Technol. Innov., 19, 10.1016/j.eti.2020.100772 APHA, 2012 Lawson, 2014, 115 C Khuri, 1996, 152 Kuehl, 2000, Design of experiments: statistical principles of research design and analysis, Technometrics, 43, 236 Tanwar, 2008, Correlating on-line monitoring parameters, pH, DO and ORP with nutrient removal in an intermittent cyclic process bioreactor system, Bioresour. Technol., 99, 7630, 10.1016/j.biortech.2008.02.004 Fan, 2015, Effect of C/N ratio and aeration rate on performance of internal cycle MBR with synthetic wastewater, Desalin. Water Treat., 54, 573, 10.1080/19443994.2014.884942 Chen, 2015, The combined effects of COD/N ratio and nitrate recycling ratio on nitrogen and phosphorus removal in anaerobic/anoxic/aerobic (A2/O)-biological aerated filter (BAF) systems, Biochem. Eng. J., 93, 235, 10.1016/j.bej.2014.10.005 Fu, 2009, Control of COD/N ratio for nutrient removal in a modified membrane bioreactor (MBR) treating high strength wastewater, Bioresour. Technol., 100, 136, 10.1016/j.biortech.2008.06.006 Zhang, 2013, Phosphorus removal in an enhanced biological phosphorus removal process: roles of extracellular polymeric substances, Environ. Sci. Technol., 47, 11482, 10.1021/es403227p ElNaker, 2018, Effect of hydraulic retention time on microbial community structure in wastewater treatment electro‐bioreactors, MicrobiologyOpen, 7, 10.1002/mbo3.590 Asadi, 2016, High rate simultaneous nutrients removal in a single air lift bioreactor with continuous feed and intermittent discharge regime: process optimization and effect of feed characteristics, Chem. Eng. J., 301, 200, 10.1016/j.cej.2016.04.144 Sezgin, 1982, Variation of sludge volume index with activated sludge characteristics, Water Res., 16, 83, 10.1016/0043-1354(82)90056-2 Mannina, 2016, Carbon and nutrient biological removal in a University of Cape Town membrane bioreactor: analysis of a pilot plant operated under two different C/N ratios, Chem. Eng. J., 296, 289, 10.1016/j.cej.2016.03.114 Zhao, 2008, Influence of wastewater composition on biological nutrient removal in UniFed SBR process, Water Sci. Technol., 58, 803, 10.2166/wst.2008.392 Fu, 2009, Simultaneous nitrification and denitrification coupled with phosphorus removal in an modified anoxic/oxic-membrane bioreactor (A/O-MBR), Biochem. Eng. J., 43, 191, 10.1016/j.bej.2008.09.021 Mannina, 2017, Moving bed membrane bioreactors for carbon and nutrient removal: the effect of C/N variation, Biochem. Eng. J., 125, 31, 10.1016/j.bej.2017.05.005 Fan, 2009, Performance evaluation of a modified anaerobic/anoxic/oxic (A2/O) process treating low strength wastewater, Desalination, 249, 822, 10.1016/j.desal.2009.03.015 Pasereh, 2017, Removal of nitrogen and phosphorus simultaneously from sanitary wastewater of Yasouj in pilot-scale in 5-stage Bardenpho process, Bulgarian Chemical Communications, 49 Ashrafi, 2019, Optimising nutrient removal of a hybrid five-stage Bardenpho and moving bed biofilm reactor process using response surface methodology, J. Environ. Chem. Eng., 7, 10.1016/j.jece.2018.102861