메뉴 건너뛰기




Volumn 52, Issue 13-15, 2014, Pages 2400-2411

Electrocoagulation efficiency and energy consumption probing by artificial intelligent approaches

Author keywords

Artificial neural networks (ANNs); Color removal; Design of experiments (DOE); Electrocoagulation (EC); Genetic algorithm multi objective optimization

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BIOREACTOR; COAGULATION; COLOR; DYE; ENERGY USE; EXPERIMENTAL DESIGN; GENETIC ALGORITHM; PH; POLLUTANT REMOVAL; PROBE;

EID: 84898750383     PISSN: 19443994     EISSN: 19443986     Source Type: Journal    
DOI: 10.1080/19443994.2013.797545     Document Type: Article
Times cited : (19)

References (36)
  • 1
    • 80052022713 scopus 로고    scopus 로고
    • Comparative efficiencies of the decolourisation of leather dyes by enzymatic and electrochemical treatments
    • E. Rosales, M. Pazos, M.A. Sanroman, Comparative efficiencies of the decolourisation of leather dyes by enzymatic and electrochemical treatments. Desalination 278 (2011) 312-317.
    • (2011) Desalination , vol.278 , pp. 312-317
    • Rosales, E.1    Pazos, M.2    Sanroman, M.A.3
  • 3
    • 77958018579 scopus 로고    scopus 로고
    • Removal of reactive dye from aqueous solutions by adsorption onto activated carbons prepared from oak sawdust
    • M.M.A.B.D. El-Latif, A.M. Ibrahim, Removal of reactive dye from aqueous solutions by adsorption onto activated carbons prepared from oak sawdust, Desalin. Water Treat. 20 (2010) 102-113.
    • (2010) Desalin. Water Treat. , vol.20 , pp. 102-113
    • El-Latif, M.M.A.B.D.1    Ibrahim, A.M.2
  • 4
    • 78649934900 scopus 로고    scopus 로고
    • Photooxidation processes for an azo dye in aqueous media: Modeling of degradation kinetic and ecological parameters evaluation
    • H. Kusic, D. Juretic, N. Koprivanac, V. Marin, A.L. Bozic, Photooxidation processes for an azo dye in aqueous media: Modeling of degradation kinetic and ecological parameters evaluation. J. Hazard. Mater. 185 (2011) 1558-1568.
    • (2011) J. Hazard. Mater. , vol.185 , pp. 1558-1568
    • Kusic, H.1    Juretic, D.2    Koprivanac, N.3    Marin, V.4    Bozic, A.L.5
  • 5
  • 6
    • 77952889818 scopus 로고    scopus 로고
    • Removal of acid green dye 50 from wastewater by anodic oxidation and electrocoagulation-A comparative study
    • E.S.Z. El-Ashtoukhy, N.K. Amin, Removal of acid green dye 50 from wastewater by anodic oxidation and electrocoagulation-A comparative study. J. Hazard. Mater. 179 (2010) 113-119.
    • (2010) J. Hazard. Mater. , vol.179 , pp. 113-119
    • El-Ashtoukhy, E.S.Z.1    Amin, N.K.2
  • 7
    • 34547686566 scopus 로고    scopus 로고
    • Techno-economical evaluation of electrocoagulation for the textile wastewater using different electrode connections
    • M. Kobya, M. Bayramoglu, M. Eyvaz, Techno-economical evaluation of electrocoagulation for the textile wastewater using different electrode connections. J. Hazard. Mater. 148 (2007) 311-318.
    • (2007) J. Hazard. Mater. , vol.148 , pp. 311-318
    • Kobya, M.1    Bayramoglu, M.2    Eyvaz, M.3
  • 8
    • 77954236741 scopus 로고    scopus 로고
    • Electrocoagulation of a raw water of Ghrib Dam (Algeria) in batch using aluminium and iron electrodes
    • D. Belhout, D. Ghernaout, S. Djezzar-Douakh, A. Kellil, Electrocoagulation of a raw water of Ghrib Dam (Algeria) in batch using aluminium and iron electrodes. Desalin. Water Treat. 16 (2010) 1-9.
    • (2010) Desalin. Water Treat. , vol.16 , pp. 1-9
    • Belhout, D.1    Ghernaout, D.2    Djezzar-Douakh, S.3    Kellil, A.4
  • 9
    • 77957979357 scopus 로고    scopus 로고
    • Removal of heavy metal ions from aqueous solution by electrocoagulation using a horizontal expanded Al anode
    • E.S.Z. El-Ashtoukhy, T. Zewail, N. Amin, Removal of heavy metal ions from aqueous solution by electrocoagulation using a horizontal expanded Al anode. Desalin. Water Treat. 20 (2010) 72-79.
    • (2010) Desalin. Water Treat. , vol.20 , pp. 72-79
    • El-Ashtoukhy, E.S.Z.1    Zewail, T.2    Amin, N.3
  • 10
    • 2642524603 scopus 로고    scopus 로고
    • Electrochemical technologies in wastewater treatment
    • G.H. Chen, Electrochemical technologies in wastewater treatment. Sep. Purif. Technol. 38 (2004) 11-41.
    • (2004) Sep. Purif. Technol. , vol.38 , pp. 11-41
    • Chen, G.H.1
  • 11
    • 0038693005 scopus 로고    scopus 로고
    • Treatment of textile wastewaters by electrocoagulation using iron and aluminum electrodes
    • M. Kobya, O.T. Can, M. Bayramoglu, Treatment of textile wastewaters by electrocoagulation using iron and aluminum electrodes. J. Hazard. Mater. 100 (2003) 163-178.
    • (2003) J. Hazard. Mater. , vol.100 , pp. 163-178
    • Kobya, M.1    Can, O.T.2    Bayramoglu, M.3
  • 12
    • 77957371569 scopus 로고    scopus 로고
    • Hydrogen recovery from the electrocoagulation treatment of dye-containing wastewater
    • C. Phalakornkule, P. Sukkasem, C. Mutchimsattha, Hydrogen recovery from the electrocoagulation treatment of dye-containing wastewater. Int. J. Hydrogen Energy 35 (2010) 10934-10943.
    • (2010) Int. J. Hydrogen Energy , vol.35 , pp. 10934-10943
    • Phalakornkule, C.1    Sukkasem, P.2    Mutchimsattha, C.3
  • 13
    • 57649199808 scopus 로고    scopus 로고
    • The optimization of Cr(VI) reduction and removal by electrocoagulation using response surface methodology
    • T. Olmez, The optimization of Cr(VI) reduction and removal by electrocoagulation using response surface methodology. J. Hazard. Mater. 162 (2009) 1371-1378.
    • (2009) J. Hazard. Mater. , vol.162 , pp. 1371-1378
    • Olmez, T.1
  • 14
    • 34248232445 scopus 로고    scopus 로고
    • Optimization of coagulation-flocculation process for a paper-recycling wastewater treatment using response surface methodology
    • J.P. Wang, Y.Z. Chen, X.W. Ge, H.Q. Yu, Optimization of coagulation-flocculation process for a paper-recycling wastewater treatment using response surface methodology. Colloid Surf. A 302 (2007) 204-210.
    • (2007) Colloid Surf. A , vol.302 , pp. 204-210
    • Wang, J.P.1    Chen, Y.Z.2    Ge, X.W.3    Yu, H.Q.4
  • 15
    • 58249090841 scopus 로고    scopus 로고
    • Response surface design for the optimization of enzymatic detection of mercury in aqueous solution using immobilized urease from vegetable waste
    • O. Prakash, M. Talat, S.H. Hasan, Response surface design for the optimization of enzymatic detection of mercury in aqueous solution using immobilized urease from vegetable waste. J. Mol. Catal. B Enzym. 56 (2009) 265-271.
    • (2009) J. Mol. Catal. B Enzym. , vol.56 , pp. 265-271
    • Prakash, O.1    Talat, M.2    Hasan, S.H.3
  • 16
    • 79651473538 scopus 로고    scopus 로고
    • Adsorptive removal of direct textile dyes by low cost agricultural waste: Application of factorial design analysis
    • Y. Safa, H.N. Bhatti, Adsorptive removal of direct textile dyes by low cost agricultural waste: Application of factorial design analysis. Chem. Eng. J. 167 (2011) 35-41.
    • (2011) Chem. Eng. J. , vol.167 , pp. 35-41
    • Safa, Y.1    Bhatti, H.N.2
  • 17
    • 0032073184 scopus 로고    scopus 로고
    • Development of a 13C-NMR spectroscopic method for estimation of heavy alkylated benzene (HAB) in industrial oils using stepwise multiple linear regression
    • G.S. Kapur, S. Mukherjee, A.S. Sarpal, S.K. Jain, Development of a 13C-NMR spectroscopic method for estimation of heavy alkylated benzene (HAB) in industrial oils using stepwise multiple linear regression. Lubr. Eng. 54 (1998) 21-28.
    • (1998) Lubr. Eng. , vol.54 , pp. 21-28
    • Kapur, G.S.1    Mukherjee, S.2    Sarpal, A.S.3    Jain, S.K.4
  • 18
    • 84862132374 scopus 로고    scopus 로고
    • + complexation with 15-crown-5 ethers derivatives using artificial neural network and multiple linear regression
    • + complexation with 15-crown-5 ethers derivatives using artificial neural network and multiple linear regression. J. Inclusion Phenom. Macro. 72 (2012) 423-435.
    • (2012) J. Inclusion Phenom. Macro. , vol.72 , pp. 423-435
    • Daraei, H.1    Irandoust, M.2    Ghasemi, J.3    Kurdian, A.4
  • 19
    • 79955484718 scopus 로고    scopus 로고
    • RSM and ANN modeling for electrocoagulation of copper from simulated wastewater: Multi objective optimization using genetic algorithm approach
    • M.S. Bhatti, D. Kapoor, R.K. Kalia, A.S. Reddy, A.K. Thukral, RSM and ANN modeling for electrocoagulation of copper from simulated wastewater: Multi objective optimization using genetic algorithm approach. Desalination 274 (2011) 74-80.
    • (2011) Desalination , vol.274 , pp. 74-80
    • Bhatti, M.S.1    Kapoor, D.2    Kalia, R.K.3    Reddy, A.S.4    Thukral, A.K.5
  • 20
    • 84856567027 scopus 로고    scopus 로고
    • Electrocoagulation of commercial naphthalene sulfonates: Process optimization and assessment of implementation potential
    • T. Olmez-Hanci, Z. Kartal, İ. Arslan-Alaton, Electrocoagulation of commercial naphthalene sulfonates: Process optimization and assessment of implementation potential. J. Environ. Manage. 99 (2012) 44-51.
    • (2012) J. Environ. Manage. , vol.99 , pp. 44-51
    • Olmez-Hanci, T.1    Kartal, Z.2    Arslan-Alaton, I.3
  • 21
    • 48149105169 scopus 로고    scopus 로고
    • Optimization of oil removal from oily wastewater by electrocoagulation using response surface method
    • M. Tir, N. Moulai-Mostefa, Optimization of oil removal from oily wastewater by electrocoagulation using response surface method. J. Hazard. Mater. 158 (2008) 107-115.
    • (2008) J. Hazard. Mater. , vol.158 , pp. 107-115
    • Tir, M.1    Moulai-Mostefa, N.2
  • 23
    • 0034372481 scopus 로고    scopus 로고
    • Applications of artificial neural networks in chemical engineering
    • D.M. Himmelblau, Applications of artificial neural networks in chemical engineering. Korean J. Chem. Eng. 17 (2000) 373-392.
    • (2000) Korean J. Chem. Eng. , vol.17 , pp. 373-392
    • Himmelblau, D.M.1
  • 25
    • 85025339932 scopus 로고    scopus 로고
    • Modeling Fentonic advanced oxidation process decolorization of Direct Red 16 using artificial neural network technique
    • J. Saien, A.R. Soleymani, H. Bayat, Modeling Fentonic advanced oxidation process decolorization of Direct Red 16 using artificial neural network technique. Desalin. Water Treat. 40 (2012) 174-182.
    • (2012) Desalin. Water Treat. , vol.40 , pp. 174-182
    • Saien, J.1    Soleymani, A.R.2    Bayat, H.3
  • 26
    • 80052877102 scopus 로고    scopus 로고
    • Measuring treatment effectiveness of urban wetland using hybrid water quality-Artificial neural network (ANN) model
    • G. Singh, J. Kandasamy, H. Shon, J. Cho, Measuring treatment effectiveness of urban wetland using hybrid water quality-Artificial neural network (ANN) model. Desalin. Water Treat. 32 (2011) 284-290.
    • (2011) Desalin. Water Treat. , vol.32 , pp. 284-290
    • Singh, G.1    Kandasamy, J.2    Shon, H.3    Cho, J.4
  • 27
    • 80053225723 scopus 로고    scopus 로고
    • Electrochemical decolorization of textile dyes and removal of metal ions from textile dye and metal ion binary mixtures
    • B.K. Körbahti, K. Artut, C. Geçgel, A. Özer, Electrochemical decolorization of textile dyes and removal of metal ions from textile dye and metal ion binary mixtures. Chem. Eng. J. 173 (2011) 677-688.
    • (2011) Chem. Eng. J. , vol.173 , pp. 677-688
    • Körbahti, B.K.1    Artut, K.2    Geçgel, C.3    Özer, A.4
  • 28
    • 0035309102 scopus 로고    scopus 로고
    • Search space boundary extension method in real-coded genetic algorithms
    • S. Tsutsui, D.E. Goldberg, Search space boundary extension method in real-coded genetic algorithms. Inf. Sci. 133 (2001) 229-247.
    • (2001) Inf. Sci. , vol.133 , pp. 229-247
    • Tsutsui, S.1    Goldberg, D.E.2
  • 29
    • 79958743280 scopus 로고    scopus 로고
    • Salting effect of NaCl and KCl on the liquid-liquid equilibria of water+ ethyl acetate+ ethanol system and interaction parameters estimation using the genetic algorithm
    • A. Hasseine, A. Kabouche, A.H. Meniai, M. Korichi, Salting effect of NaCl and KCl on the liquid-liquid equilibria of water+ ethyl acetate+ ethanol system and interaction parameters estimation using the genetic algorithm. Desalin. Water Treat. 29 (2011) 47-55.
    • (2011) Desalin. Water Treat. , vol.29 , pp. 47-55
    • Hasseine, A.1    Kabouche, A.2    Meniai, A.H.3    Korichi, M.4
  • 30
    • 77954209194 scopus 로고    scopus 로고
    • Genetic algorithm-based optimization of a multi-stage flash desalination plant
    • G. Sashi Kumar, A. Mahendra, A. Sanyal, G. Gouthaman, Genetic algorithm-based optimization of a multi-stage flash desalination plant. Desalin. Water Treat. 1 (2009) 88-106.
    • (2009) Desalin. Water Treat. , vol.1 , pp. 88-106
    • Sashi Kumar, G.1    Mahendra, A.2    Sanyal, A.3    Gouthaman, G.4
  • 31
    • 77954406211 scopus 로고    scopus 로고
    • Consumption management in water distribution systems by optimizing pressure reducing valves' settings using genetic algorithm
    • M. Tabesh, S. Hoomehr, Consumption management in water distribution systems by optimizing pressure reducing valves' settings using genetic algorithm. Desalin. Water Treat. 2 (2009) 95-100.
    • (2009) Desalin. Water Treat. , vol.2 , pp. 95-100
    • Tabesh, M.1    Hoomehr, S.2
  • 32
    • 78649350231 scopus 로고    scopus 로고
    • Electromagnetic treatment-doubled electrocoagulation of humic acid in continuous mode using response surface method for its optimisation and application on two surface waters
    • D. Ghernaout, A. Mariche, B. Ghernaout, A. Kellil, Electromagnetic treatment-doubled electrocoagulation of humic acid in continuous mode using response surface method for its optimisation and application on two surface waters. Desalin. Water Treat. 22 (2010) 311-329.
    • (2010) Desalin. Water Treat. , vol.22 , pp. 311-329
    • Ghernaout, D.1    Mariche, A.2    Ghernaout, B.3    Kellil, A.4
  • 33
    • 79251483129 scopus 로고    scopus 로고
    • Plackett-Burman design and response surface methodological approach to optimize basic dyes removal using sugarcane bagasse
    • S.T. Ong, E.C. Khoo, P.S. Keng, S.L. Hii, S.L. Lee, Y.T. Hung, S.T. Ha, Plackett-Burman design and response surface methodological approach to optimize basic dyes removal using sugarcane bagasse. Desalin. Water Treat. 25 (2011) 310-318.
    • (2011) Desalin. Water Treat. , vol.25 , pp. 310-318
    • Ong, S.T.1    Khoo, E.C.2    Keng, P.S.3    Hii, S.L.4    Lee, S.L.5    Hung, Y.T.6    Ha, S.T.7
  • 34
    • 84860596555 scopus 로고    scopus 로고
    • PRSV equation of state parameter modeling through artificial neural network and adaptive network-based fuzzy inference system
    • T. Hatami, M. Rahimi, H. Daraei, E. Heidaryan, A.A. Alsairafi, PRSV equation of state parameter modeling through artificial neural network and adaptive network-based fuzzy inference system. Korean J. Chem. Eng. 29 (2012) 657-667.
    • (2012) Korean J. Chem. Eng. , vol.29 , pp. 657-667
    • Hatami, T.1    Rahimi, M.2    Daraei, H.3    Heidaryan, E.4    Alsairafi, A.A.5
  • 35
    • 0037424611 scopus 로고    scopus 로고
    • Artificial neural networks and genetic algorithms in QSAR
    • S.P. Niculescu, Artificial neural networks and genetic algorithms in QSAR. J. Mol. Struct. (Thoechem) 622 (2003) 71-83.
    • (2003) J. Mol. Struct. (Thoechem) , vol.622 , pp. 71-83
    • Niculescu, S.P.1
  • 36
    • 56149085459 scopus 로고    scopus 로고
    • Use of adsorption using granular activated carbon (GAC) for the enhancement of removal of chromium from synthetic wastewater by electrocoagulation
    • N.V. Narayanan, M. Ganesan, Use of adsorption using granular activated carbon (GAC) for the enhancement of removal of chromium from synthetic wastewater by electrocoagulation. J. Hazard. Mater. 161 (2009) 575-580.
    • (2009) J. Hazard. Mater. , vol.161 , pp. 575-580
    • Narayanan, N.V.1    Ganesan, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.