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Volumn 38, Issue 1, 2013, Pages 219-228

An adaptive RNA genetic algorithm for modeling of proton exchange membrane fuel cells

Author keywords

Adaptive genetic strategy; Biological computing; Genetic algorithm; Parameter estimation; Proton exchange membrane fuel cell (PEMFC)

Indexed keywords

ADAPTIVE GENETIC STRATEGY; BENCHMARK FUNCTIONS; BIOLOGICAL COMPUTING; CROSSOVER OPERATIONS; FUEL CELL POWER SYSTEMS; GENETIC OPERATORS; GLOBAL SEARCHING ABILITY; HIGH DIMENSIONS; MUTATION OPERATIONS; NUMERICAL EXPERIMENTS; POPULATION DIVERSITY; POTENTIAL SOLUTIONS; PREMATURE CONVERGENCE; PROTON EXCHANGE MEMBRANE FUEL CELL MODELS; QUALITY OF SOLUTION; SEARCH CAPABILITIES;

EID: 84871992934     PISSN: 03603199     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijhydene.2012.10.026     Document Type: Article
Times cited : (125)

References (49)
  • 1
    • 0035792324 scopus 로고    scopus 로고
    • Fuel cells-an introduction
    • Vancouver, B.C., Canada; July 15-19
    • Ramakumar R. Fuel cells-an introduction. Proceeding of IEEE-PES summer meeting. Vancouver, B.C., Canada; July 15-19, 2001. p. 702-9.
    • (2001) Proceeding of IEEE-PES Summer Meeting , pp. 702-709
    • Ramakumar, R.1
  • 2
    • 22244455739 scopus 로고    scopus 로고
    • Review of proton exchange membrane fuel cell models
    • A. Biyikoglu Review of proton exchange membrane fuel cell models Int J Hydrogen Energy 30 11 2005 1181 1212
    • (2005) Int J Hydrogen Energy , vol.30 , Issue.11 , pp. 1181-1212
    • Biyikoglu, A.1
  • 4
    • 0042377458 scopus 로고    scopus 로고
    • A polymer electrolyte membrane fuel cell system for powering portable computers
    • K. Tüber, M. Zobel, H. Schmidt, and C. Hebling A polymer electrolyte membrane fuel cell system for powering portable computers J Power Sources 122 1 2003 1 8
    • (2003) J Power Sources , vol.122 , Issue.1 , pp. 1-8
    • Tüber, K.1    Zobel, M.2    Schmidt, H.3    Hebling, C.4
  • 5
    • 50449097024 scopus 로고    scopus 로고
    • Distributed generation system with PEM fuel cell for electrical power quality improvement
    • D. Ramirez, L.F. Beites, F. Blazquez, and J.C. Ballesteros Distributed generation system with PEM fuel cell for electrical power quality improvement Int J Hydrogen Energy 33 16 2008 4433 4443
    • (2008) Int J Hydrogen Energy , vol.33 , Issue.16 , pp. 4433-4443
    • Ramirez, D.1    Beites, L.F.2    Blazquez, F.3    Ballesteros, J.C.4
  • 6
    • 77952257702 scopus 로고    scopus 로고
    • A large-signal and dynamic circuit model of a H2/O2 PEM fuel cell: Description, parameter identification, and exploitation
    • G. Fontes, C. Turpin, and S. Astier A large-signal and dynamic circuit model of a H2/O2 PEM fuel cell: description, parameter identification, and exploitation IEEE Trans Ind Electron 57 6 2010 1874 1881
    • (2010) IEEE Trans Ind Electron , vol.57 , Issue.6 , pp. 1874-1881
    • Fontes, G.1    Turpin, C.2    Astier, S.3
  • 7
    • 0742302986 scopus 로고    scopus 로고
    • Evaluating PEM fuel cell system models
    • K. Haraldsson, and K. Wipke Evaluating PEM fuel cell system models J Power Sources 126 2004 88 97
    • (2004) J Power Sources , vol.126 , pp. 88-97
    • Haraldsson, K.1    Wipke, K.2
  • 8
  • 9
    • 79960920641 scopus 로고    scopus 로고
    • A dynamic model for high temperature polymer electrolyte membrane fuel cells
    • M. Boaventura, J.M. Sousa, and A. Mendes A dynamic model for high temperature polymer electrolyte membrane fuel cells Int J Hydrogen Energy 36 16 2011 9842 9854
    • (2011) Int J Hydrogen Energy , vol.36 , Issue.16 , pp. 9842-9854
    • Boaventura, M.1    Sousa, J.M.2    Mendes, A.3
  • 10
    • 84857357914 scopus 로고    scopus 로고
    • Modeling and simulation of proton exchange membrane fuel cell systems
    • A. Beicha Modeling and simulation of proton exchange membrane fuel cell systems J Power Sources 205 2012 335 339
    • (2012) J Power Sources , vol.205 , pp. 335-339
    • Beicha, A.1
  • 11
    • 30144441526 scopus 로고    scopus 로고
    • Modelling and analysis of electrochemical, thermal, and reactant flow dynamics for a PEM fuel cell system
    • M. Khan, and M. Iqbal Modelling and analysis of electrochemical, thermal, and reactant flow dynamics for a PEM fuel cell system Fuel Cells 5 4 2005 463 475
    • (2005) Fuel Cells , vol.5 , Issue.4 , pp. 463-475
    • Khan, M.1    Iqbal, M.2
  • 12
    • 61649088088 scopus 로고    scopus 로고
    • Modeling and dynamic characteristic simulation of a proton exchange membrane fuel cell
    • J. Jia, Q. Li, Y. Wang, Y.T. Cham, and M. Han Modeling and dynamic characteristic simulation of a proton exchange membrane fuel cell IEEE Trans Energy Convers 24 1 2009 283 291
    • (2009) IEEE Trans Energy Convers , vol.24 , Issue.1 , pp. 283-291
    • Jia, J.1    Li, Q.2    Wang, Y.3    Cham, Y.T.4    Han, M.5
  • 13
    • 15044361491 scopus 로고    scopus 로고
    • Sensitivity analysis of the modeling parameters used in simulation of proton exchange membrane fuel cells
    • J.M. Corrêa, F.A. Farret, V.A. Popov, and M.G. Simoes Sensitivity analysis of the modeling parameters used in simulation of proton exchange membrane fuel cells IEEE T Energ Conver 20 2005 211 218
    • (2005) IEEE T Energ Conver , vol.20 , pp. 211-218
    • Corrêa, J.M.1    Farret, F.A.2    Popov, V.A.3    Simoes, M.G.4
  • 14
    • 0034745503 scopus 로고    scopus 로고
    • Catalyst layer models for proton exchange membrane fuel cells
    • S.H. Chan, and W.A. Tun Catalyst layer models for proton exchange membrane fuel cells Chem Eng Technol 24 1 2001 51 57
    • (2001) Chem Eng Technol , vol.24 , Issue.1 , pp. 51-57
    • Chan, S.H.1    Tun, W.A.2
  • 16
    • 0035250720 scopus 로고    scopus 로고
    • Two-phase flow and transport in the air cathode of proton exchange membrane fuel cells
    • Z.-H. Wang, C.-Y. Wang, and K.-S. Chen Two-phase flow and transport in the air cathode of proton exchange membrane fuel cells J Power Sources 94 1 2001 40 50
    • (2001) J Power Sources , vol.94 , Issue.1 , pp. 40-50
    • Wang, Z.-H.1    Wang, C.-Y.2    Chen, K.-S.3
  • 18
    • 69949164680 scopus 로고    scopus 로고
    • A new parameter extraction method for accurate modeling of PEM fuel ceils
    • M.T. Outeiro, R. Chibante, A.S. Carvalho, and A.T. De Almeida A new parameter extraction method for accurate modeling of PEM fuel ceils Int J Energy Res 33 11 2009 978 988
    • (2009) Int J Energy Res , vol.33 , Issue.11 , pp. 978-988
    • Outeiro, M.T.1    Chibante, R.2    Carvalho, A.S.3    De Almeida, A.T.4
  • 19
    • 58549105309 scopus 로고    scopus 로고
    • Parameter identification for proton exchange membrane fuel cell model using particle swarm optimizaiton
    • M. Ye, X. Wang, and Y. Xu Parameter identification for proton exchange membrane fuel cell model using particle swarm optimizaiton Int J Hydrogen Energy 34 2 2009 981 989
    • (2009) Int J Hydrogen Energy , vol.34 , Issue.2 , pp. 981-989
    • Ye, M.1    Wang, X.2    Xu, Y.3
  • 20
    • 79953730956 scopus 로고    scopus 로고
    • PEMFC model parameter optimization based on a hybrid PSO algorithm
    • X. Li, Q. Yan, and D.T. Yu PEMFC model parameter optimization based on a hybrid PSO algorithm J Comput Inform Syst 7 2 2011 479 486
    • (2011) J Comput Inform Syst , vol.7 , Issue.2 , pp. 479-486
    • Li, X.1    Yan, Q.2    Yu, D.T.3
  • 21
    • 77954824991 scopus 로고    scopus 로고
    • Parameter optimization of the biohydrogen real time power generation system using differential evolution algorithm
    • S.-R. Huang, C.-C. Wu, C.-Y. Lin, and H.-T. Chen Parameter optimization of the biohydrogen real time power generation system using differential evolution algorithm Int J Hydrogen Energy 35 2010 6629 6633
    • (2010) Int J Hydrogen Energy , vol.35 , pp. 6629-6633
    • Huang, S.-R.1    Wu, C.-C.2    Lin, C.-Y.3    Chen, H.-T.4
  • 22
    • 84859106249 scopus 로고    scopus 로고
    • PEM fuel cell modeling using differential evolution
    • U.K. Chakraborty, T.E. Abbott, and S.K. Das PEM fuel cell modeling using differential evolution Energy 40 1 2012 387 399
    • (2012) Energy , vol.40 , Issue.1 , pp. 387-399
    • Chakraborty, U.K.1    Abbott, T.E.2    Das, S.K.3
  • 23
    • 79952007389 scopus 로고    scopus 로고
    • Seeker optimization algorithm for global optimization: A case study on optimal modelling of proton exchange membrane fuel cell (PEMFC)
    • C.-H. Dai, W.-R. Chen, Z.-L. Cheng, Q. Li, Z.-L. Jiang, and J.-B. Jia Seeker optimization algorithm for global optimization: a case study on optimal modelling of proton exchange membrane fuel cell (PEMFC) Int J Elec Power 33 3 2011 369 376
    • (2011) Int J Elec Power , vol.33 , Issue.3 , pp. 369-376
    • Dai, C.-H.1    Chen, W.-R.2    Cheng, Z.-L.3    Li, Q.4    Jiang, Z.-L.5    Jia, J.-B.6
  • 24
    • 84864021460 scopus 로고    scopus 로고
    • Using tournament selection approach to improve harmony search algorithm for modeling of proton exchange membrane fuel cell
    • M. Karimi, A. Askarzadeh, and A. Rezazadeh Using tournament selection approach to improve harmony search algorithm for modeling of proton exchange membrane fuel cell Int J Electrochem Sci 7 7 2012 6426 6435
    • (2012) Int J Electrochem Sci , vol.7 , Issue.7 , pp. 6426-6435
    • Karimi, M.1    Askarzadeh, A.2    Rezazadeh, A.3
  • 25
    • 33745541979 scopus 로고    scopus 로고
    • Parameter optimization for a PEMFC model with a hybrid genetic algorithm
    • Z.-J. Mo, X.-J. Zhu, L.-Y. Wei, and G.-Y. Cao Parameter optimization for a PEMFC model with a hybrid genetic algorithm Int J Energy Res 30 2006 585 597
    • (2006) Int J Energy Res , vol.30 , pp. 585-597
    • Mo, Z.-J.1    Zhu, X.-J.2    Wei, L.-Y.3    Cao, G.-Y.4
  • 26
    • 77958153219 scopus 로고    scopus 로고
    • Validation of genetic algorithm results in fuel cell model
    • M. Ohenoja, and K. Leiviskä Validation of genetic algorithm results in fuel cell model Int J Hydrogen Energy 35 22 2010 12618 12625
    • (2010) Int J Hydrogen Energy , vol.35 , Issue.22 , pp. 12618-12625
    • Ohenoja, M.1    Leiviskä, K.2
  • 27
    • 84860387782 scopus 로고    scopus 로고
    • A novel P systems based optimization algorithm for parameter estimation of proton exchange membrane fuel cells model
    • S.-P. Yang, and N. Wang A novel P systems based optimization algorithm for parameter estimation of proton exchange membrane fuel cells model Int J Hydrogen Energy 37 10 2012 8465 8476
    • (2012) Int J Hydrogen Energy , vol.37 , Issue.10 , pp. 8465-8476
    • Yang, S.-P.1    Wang, N.2
  • 29
    • 34248147021 scopus 로고    scopus 로고
    • Splicing system based genetic algorithms for developing RBF network models
    • J.-L. Tao, and N. Wang Splicing system based genetic algorithms for developing RBF network models Chin J Chem Eng 15 2 2007 240 246
    • (2007) Chin J Chem Eng , vol.15 , Issue.2 , pp. 240-246
    • Tao, J.-L.1    Wang, N.2
  • 30
    • 67349201716 scopus 로고    scopus 로고
    • A DNA based genetic algorithm for parameter estimation in the hydrogenation reaction
    • X. Chen, and N. Wang A DNA based genetic algorithm for parameter estimation in the hydrogenation reaction Chem Eng J 150 2009 527 535
    • (2009) Chem Eng J , vol.150 , pp. 527-535
    • Chen, X.1    Wang, N.2
  • 31
    • 78149406718 scopus 로고    scopus 로고
    • A novel RNA genetic algorithm for parameter estimation of dynamic system
    • K.-T. Wang, and N. Wang A novel RNA genetic algorithm for parameter estimation of dynamic system Chem Eng Res 88 2010 1485 1493
    • (2010) Chem Eng Res , vol.88 , pp. 1485-1493
    • Wang, K.-T.1    Wang, N.2
  • 32
    • 84870246973 scopus 로고    scopus 로고
    • A hybrid DNA based genetic algorithm for parameter estimation of dynamic systems
    • K. Dai, and N. Wang A hybrid DNA based genetic algorithm for parameter estimation of dynamic systems Chem Eng Res Des 2012 http://dx.doi.org/10.1016/j. cherd.2012.05.018
    • (2012) Chem Eng Res des
    • Dai, K.1    Wang, N.2
  • 33
    • 77958151284 scopus 로고    scopus 로고
    • Optimization of short-time gasoline blending scheduling problem with a DNA based hybrid genetic algorithm
    • X. Chen, and N. Wang Optimization of short-time gasoline blending scheduling problem with a DNA based hybrid genetic algorithm Chem Eng Process 49 2010 1076 1083
    • (2010) Chem Eng Process , vol.49 , pp. 1076-1083
    • Chen, X.1    Wang, N.2
  • 34
    • 84870238385 scopus 로고    scopus 로고
    • A modified DNA genetic algorithm for parameter estimation of the 2-Chlorophenol oxidation in supercritical water
    • L. Zhang, and N. Wang A modified DNA genetic algorithm for parameter estimation of the 2-Chlorophenol oxidation in supercritical water Appl Math Model 2012 http://dx.doi.org/10.1016/j.apm.2012.03.046
    • (2012) Appl Math Model
    • Zhang, L.1    Wang, N.2
  • 35
    • 56349156927 scopus 로고    scopus 로고
    • Parameter estimation in mathematical models using the real-coded genetic algorithms
    • N. Tutkun Parameter estimation in mathematical models using the real-coded genetic algorithms Expert Syst Appl 36 2009 3342 3345
    • (2009) Expert Syst Appl , vol.36 , pp. 3342-3345
    • Tutkun, N.1
  • 36
    • 51549103261 scopus 로고    scopus 로고
    • Modifications of real code genetic algorithm for global optimization
    • Ioannis G. Tsoulos Modifications of real code genetic algorithm for global optimization Appl Math Comput 203 2008 598 607
    • (2008) Appl Math Comput , vol.203 , pp. 598-607
    • Tsoulos, I.G.1
  • 37
    • 77950516223 scopus 로고    scopus 로고
    • Two coding based adaptive parallel co-genetic algorithm with double agents structure
    • Y.-M. Li, X.-P. Zeng, L. Han, and P. Wang Two coding based adaptive parallel co-genetic algorithm with double agents structure Eng Appl Artif Intell 23 2010 526 542
    • (2010) Eng Appl Artif Intell , vol.23 , pp. 526-542
    • Li, Y.-M.1    Zeng, X.-P.2    Han, L.3    Wang, P.4
  • 38
    • 0002423602 scopus 로고
    • A modified genetic algorithm for optimal control problems
    • Z. Michalewicz A modified genetic algorithm for optimal control problems Comput Math Appl 23 12 1992 83 94
    • (1992) Comput Math Appl , vol.23 , Issue.12 , pp. 83-94
    • Michalewicz, Z.1
  • 39
    • 41049108671 scopus 로고    scopus 로고
    • DNA double helix based hybrid genetic algorithm for the gasoline blending recipe optimization problem
    • J.-L. Tao, and N. Wang DNA double helix based hybrid genetic algorithm for the gasoline blending recipe optimization problem Chem Eng Technol 31 3 2007 440 451
    • (2007) Chem Eng Technol , vol.31 , Issue.3 , pp. 440-451
    • Tao, J.-L.1    Wang, N.2
  • 40
    • 78649945781 scopus 로고    scopus 로고
    • A bio-inspired algorithm based on membrane computing and its application to gasoline blending scheduling
    • J.-H. Zhao, and N. Wang A bio-inspired algorithm based on membrane computing and its application to gasoline blending scheduling Comput Chem Eng 35 2 2010 272 283
    • (2010) Comput Chem Eng , vol.35 , Issue.2 , pp. 272-283
    • Zhao, J.-H.1    Wang, N.2
  • 41
    • 34548487252 scopus 로고    scopus 로고
    • DNA computing based RNA genetic algorithm with applications in parameter estimation of chemical engineering processes
    • J.-L. Tao, and N. Wang DNA computing based RNA genetic algorithm with applications in parameter estimation of chemical engineering processes Comput Chem Eng 31 2007 1602 1618
    • (2007) Comput Chem Eng , vol.31 , pp. 1602-1618
    • Tao, J.-L.1    Wang, N.2
  • 42
    • 79651471334 scopus 로고    scopus 로고
    • A protein inspired RNA genetic algorithm for parameter estimation in hydrocracking of heavy oil
    • K.-T. Wang, and N. Wang A protein inspired RNA genetic algorithm for parameter estimation in hydrocracking of heavy oil Chem Eng J 167 2011 228 239
    • (2011) Chem Eng J , vol.167 , pp. 228-239
    • Wang, K.-T.1    Wang, N.2
  • 43
    • 3543150034 scopus 로고    scopus 로고
    • Performance analysis of adaptive genetic algorithms with fuzzy logic and heuristics
    • Y.S. Yun, and M. Gen Performance analysis of adaptive genetic algorithms with fuzzy logic and heuristics Fuzzy Optim Decis Making 2 2 2003 161 175
    • (2003) Fuzzy Optim Decis Making , vol.2 , Issue.2 , pp. 161-175
    • Yun, Y.S.1    Gen, M.2
  • 44
    • 31744436874 scopus 로고    scopus 로고
    • A saw-tooth genetic algorithm combining the effects of variable population size and reinitialization to enhance performance
    • V.K. Koumousis, and C.P. Katsaras A saw-tooth genetic algorithm combining the effects of variable population size and reinitialization to enhance performance IEEE Trans Evol Comput 10 1 2006 19 28
    • (2006) IEEE Trans Evol Comput , vol.10 , Issue.1 , pp. 19-28
    • Koumousis, V.K.1    Katsaras, C.P.2
  • 45
    • 55549088896 scopus 로고    scopus 로고
    • Auto-tuning strategy for evolutionary algorithms: Balancing between exploration and exploitation
    • L. Lin, and M. Gen Auto-tuning strategy for evolutionary algorithms: balancing between exploration and exploitation Soft Comput 13 2009 157 168
    • (2009) Soft Comput , vol.13 , pp. 157-168
    • Lin, L.1    Gen, M.2
  • 46
    • 70349873857 scopus 로고    scopus 로고
    • Group search optimiser-an optimisation algorithm inspired by animal searching behavior
    • S. He, Q.H. Wu, and J.R. Saunders Group search optimiser-an optimisation algorithm inspired by animal searching behavior IEEE Trans Evol Comput 13 5 2009 973 990
    • (2009) IEEE Trans Evol Comput , vol.13 , Issue.5 , pp. 973-990
    • He, S.1    Wu, Q.H.2    Saunders, J.R.3
  • 47
    • 0035702635 scopus 로고    scopus 로고
    • Mathematical modeling of proton exchange membrane fuel cells
    • A. Rowe, and X. Li Mathematical modeling of proton exchange membrane fuel cells J Power Sources 102 1-2 2001 82 96
    • (2001) J Power Sources , vol.102 , Issue.12 , pp. 82-96
    • Rowe, A.1    Li, X.2
  • 49
    • 0027641089 scopus 로고
    • A water and heat management model for proton-exchange-membrane fuel cells
    • T.V. Nguyen, and R.E. White A water and heat management model for proton-exchange-membrane fuel cells J Electrochem Soc 140 8 1993 2178 2186
    • (1993) J Electrochem Soc , vol.140 , Issue.8 , pp. 2178-2186
    • Nguyen, T.V.1    White, R.E.2


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