Solid oxide fuel cell: Perspective of dynamic modeling and control

Journal of Process Control

Volumn 21, Issue 10, 2011, Pages 1426-1437

  Huang, Biao ^a   Qi, Yutong ^a   Murshed, Monjur ^a  

^a UNIVERSITY OF ALBERTA   (Canada)

Author keywords

Control relevant model; Model predictive control; Solid oxide fuel cell

Indexed keywords

CONTROL PROBLEMS; CONTROL STRATEGIES; CURRENT STATUS; DYNAMIC MODELING; ENERGY GENERATIONS; GENERAL DESCRIPTION; MAIN COMPONENT; MODEL VALIDATION; MODEL-BASED CONTROL; NONLINEAR MPC; SOLID OXIDE; TRANSPORT EQUATION; TWO SECTION;

ELECTRON ENERGY LOSS SPECTROSCOPY; ENERGY DISSIPATION; MODEL PREDICTIVE CONTROL; SOLID OXIDE FUEL CELLS (SOFC);

PREDICTIVE CONTROL SYSTEMS;

EID: 80054738319     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jprocont.2011.06.017     Document Type: Conference Paper

References (81)

1. E. Achenbach Three-dimensional and time dependent simulation of a planar solid oxide fuel cell stack Journal of Power Sources 49 1994 333 348
2. P. Aguiar, C. Adjiman, and N. Brandon Anode-supported intermediate-temperature direct internal reforming solid oxide fuel cell. II. Model-based dynamic performance and control Journal of Power Sources 147 1-2 2005 136 147
3. A.E. Auld, F. Mueller, K. Smedley, S. Samuelsen, and J. Brouwer Applications of one-cycle control to improve the interconnection of a solid oxide fuel cell and electric power system with a dynamic load Journal of Power Sources 179 2008 155 163
4. Y. Barzi, M. Ghassemi, and M. Hamedi Numerical analysis of start-up operation of a tubular solid oxide fuel cell International Journal of Hydrogen Energy 34 4 2009 2015 2025
5. D. Bhattacharyya, and R. Rengaswamy Dynamic modeling and system identification of a tubular solid oxide fuel cell (TSOFC) Proceedings of the American Control Conference 2009 2672 2677
6. D. Bhattacharyya, and R. Rengaswamy A review of solid oxide fuel cell (SOFC) dynamic models Industrial and Engineering Chemistry Research 48 13 2009 6068 6086
7. D. Bhattacharyya, R. Rengaswamy, and C. Finnerty Dynamic modeling and validation studies of a tubular solid oxide fuel cell Chemical Engineering Science 64 9 2009 2158 2172
8. S. Campanari, and P. Iora Definition and sensitivity analysis of a finite volume SOFC model for a tubular cell geometry Journal of Power Sources 132 1-2 2004 113 126 (Pubitemid 41326044)
9. A. Chaisantikulwat, C. Diaz-Goano, and E. Meadows Dynamic modelling and control of planar anode-supported solid oxide fuel cell Computers and Chemical Engineering 32 10 2008 2365 2381
10. U. Chakraborty Static and dynamic modeling of solid oxide fuel cell using genetic programming Energy 34 6 2009 740 751
11. S.H. Chan, K.A. Khor, and Z.T. Xia A complete polarization model of a solid oxide fuel cell and its sensitivity to the change of cell component thickness Journal of Power Sources 93 2001 130 140 (Pubitemid 32160764)
12. D. Cheddie, and N. Munroe A dynamic 1D model of a solid oxide fuel cell for real time simulation Journal of Power Sources 171 2 2007 634 643 (Pubitemid 47376782)
13. G. Crawley, and N. Munroe Solid oxide fuel cells (SOFC) Fuel Cell Today 2007 1 16 http://www.fuelcelltoday.com
14. M. El-Sarkh, A. Rahman, and M. Alam Neural networks-based control of active and reactive power of a stand-alone PEM fuel cell power plant Journal of Power Sources 135 2004 88 94
15. M. Ferrari, A. Traverso, M. Pascenti, and A. Massardo Early start-up of solid oxide fuel cell hybrid systems with ejector cathodic recirculation: experimental results and model verification. Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy 221 5 2007 627 635 (Pubitemid 47490299)
16. A. Flemming, and J. Adamy Modeling solid oxide fuel cells using continuous-time recurrent fuzzy systems Engineering Applications of Artificial Intelligence 21 8 2008 1289 1300
17. Fuel Cell Handbook 7th ed. 2004 US Department of Energy
18. R. Gaynor, F. Mueller, F. Jabbari, and J. Brouwer On control concepts to prevent fuel starvation in solid oxide fuel cells Journal of Power Sources 180 1 2008 330 342
19. R.S. Gemmen, and C.D. Johnson Effect of load transients on SOFC operation - current reversal on loss of load Journal of Power Sources 144 2005 152 164
20. S. Hajimolana, and M. Soroush Dynamics and control of a tubular solid-oxide fuel cell Industrial and Engineering Chemistry Research 48 13 2009 6112 6125
21. D.J. Hall, and R.G. Colclaser Transient modeling and simulation of a tubular solid oxide fuel cell IEEE Transactions on Energy Conversion 14 3 1999 749 753 (Pubitemid 30528657)
22. H.-B. Huo, Z.-D. Zhong, X.-J. Zhu, and H.-Y. Tu Nonlinear dynamic modeling for a SOFC stack by using a hammerstein model Journal of Power Sources 175 1 2008 441 446 (Pubitemid 350151648)
23. H.-B. Huo, X.-J. Zhu, W.-Q. Hu, H.-Y. Tu, J. Li, and J. Yang Nonlinear model predictive control of SOFC based on a Hammerstein model Journal of Power Sources 185 1 2008 338 344
24. Y. Inui, N. Ito, T. Nakajima, and A. Urata Analytical investigation on cell temperature control method of planer solid oxide fuel cell Energy Conversion and Management 47 2006 2319 2328
25. P. Iora, P. Aguiar, C.S. Adjiman, and N.P. Brandon Comparison of two IT DIR-SOFC models: impact of variable thermodynamic, physical and flow properties. Steady-state and dynamic analysis Chemical Engineering Science 60 2005 2963 2975
26. B. Jayasankar, A. Ben-Zvi, and B. Huang Identifiability and estimability study for a dynamic solid oxide fuel cell model Computers and Chemical Engineering 33 2 2009 484 492
27. W. Jiang, R. Fang, and J. Khan Control strategies for start-up and part-load operation of solid oxide fuel cell/gas turbine hybrid system Journal of Fuel Cell Science and Technology 7 2010
28. W. Jiang, R. Fang, J. Khan, and R. Dougal Parameter setting and analysis of a dynamic tubular SOFC model Journal of Power Sources 162 1 2006 316 326 (Pubitemid 44573740)
29. F. Jurado Modeling SOFC plants on the distribution system using identification algorithms Journal of Power Sources 129 2 2004 205 215 (Pubitemid 41325646)
30. F. Jurado A method for the identification of solid oxide fuel cells using a hammerstein model Journal of Power Sources 154 1 2006 145 152 (Pubitemid 43290630)
31. F. Jurado, and M. Ortega Model based predictive control of fuel cells Electric Power Components and Systems 34 5 2006 587 602 (Pubitemid 43285378)
32. R. Kandepu, L. Imsland, B. Foss, C. Stiller, B. Thorud, and O. Bolland Modeling and control of a SOFC-GT-based autonomous power system Energy 32 4 2007 406 417 (Pubitemid 44959547)
33. R. Kandepu, L. Imsland, C. Stiller, B.A. Foss, and V. Kariwala Control-relevant modeling and simulation of a SOFC-GT hybrid system. Modeling, Identification and Control 27 3 2006 143
34. T. Kaneko, J. Brouwer, and G. Samuelsen Power and temperature control of fluctuating biomass gas fueled solid oxide fuel cell and micro gas turbine hybrid system Journal of Power Sources 160 1 2006 316 325 (Pubitemid 44344379)
35. Y.-W. Kang, J. Li, G.-Y. Cao, H.-Y. Tu, J. Li, and J. Yang Dynamic temperature modeling of an SOFC using least squares support vector machines Journal of Power Sources 179 2 2008 683 692
36. Y.-W. Kang, J. Li, G.-Y. Cao, H.-Y. Tu, J. Li, and J. Yang A reduced 1D dynamic model of a planar direct internal reforming solid oxide fuel cell for system research Journal of Power Sources 188 1 2009 170 176
37. G. Kopasakis, T. Brinson, and S. Credle A theoretical solid oxide fuel cell model for system controls and stability design Journal of Fuel Cell Science and Technology 5 4 2008
38. J. Larminie, and A. Dicks Fuel Cell Systems Explained 3rd ed. 2003 John Wiley & Sons, Inc. Chichester, West Sussex
39. J. Li, Y.-W. Kang, G.-Y. Cao, X.-J. Zhu, H.-Y. Tu, and J. Li Nonlinear identification of a DIR-SOFC stack using wavelet networks Journal of Power Sources 179 2 2008 673 682
40. Y. Li, S. Choi, and S. Rajakaruna An analysis of the control and operation of a solid oxide fuel-cell power plant is an isolated system IEEE Transactions on Energy Conversion 20 2 2005 381 387 (Pubitemid 40843739)
41. N. Lu, Q. Li, X. Sun, and M. Khaleel The modeling of a standalone solid-oxide fuel cell auxiliary power unit Journal of Power Sources 161 2 2006 938 948 (Pubitemid 44738748)
42. L. Magistri, A. Traversa, F. Cerutti, M. Bozzolo, P. Costamagna, and A. Massardo Modelling of pressurised hybrid systems based on integrated planar solid oxide fuel cell (IP-SOFC) technology Fuel Cells 5 1 2005 80 96 (Pubitemid 40402136)
43. F. Mueller, J. Brouwer, F. Jabbari, and S. Samuelsen Dynamic simulation of an integrated solid oxide fuel cell system including current-based fuel flow control Journal of Fuel Cell Science and Technology 3 2 2006 144 154 (Pubitemid 43862783)
44. F. Mueller, F. Jabbari, J. Brouwer, R. Roberts, T. Junker, and H. Ghezel-Ayagh Control design for a bottoming solid oxide fuel cell gas turbine hybrid system Journal of Fuel Cell Science and Technology 4 3 2007 221 230 (Pubitemid 47470994)
45. F. Mueller, F. Jabbari, R. Gaynor, and J. Brouwer Novel solid oxide fuel cell system controller for rapid load following Journal of Power Sources 172 1 2007 308 323 (Pubitemid 47418506)
46. A.M. Murshed, B. Huang, and K. Nandakumar Control relevant modeling of planer solid oxide fuel cell system Journal of Power Sources 163 2007 830 845 (Pubitemid 44959614)
47. A.M. Murshed, B. Huang, and K. Nandakumar Estimation and control of solid oxide fuel cell system Computers and Chemical Engineering 34 1 2010 96 111
48. T. Ollikainen, J. Saarinen, M. Halinen, T. Hottinen, M. Noponen, E. Fontell, and J. Kiviaho Dynamic simulation tool APROS in SOFC power plant modeling at WRTSIL and VTT 10th International Symposium on Solid Oxide Fuel Cells (SOFC-X), Vol. 7, Issue 1 June 3-June 8, Nara, Japan 2007 1821 1829
49. T. Ota, M. Koyama, C.-J. Wen, K. Yamada, and H. Takahashi Object-based modeling of SOFC system: dynamic behavior of micro-tube SOFC Journal of Power Sources 118 1-2 2003 430 439 (Pubitemid 41325638)
50. J. Padullés, G. Ault, and J. McDonald Integrated SOFC plant dynamic model for power systems simulation Journal of Power Sources 86 1 2000 495 500 (Pubitemid 30587008)
51. A. Payman, S. Pierfederici, and F. Meibody-Tabar Energy control of supercapacitor/fuel cell hybrid power source Energy Conversion and Management 49 6 2008 1637 1644
52. Y. Qi, B. Huang, and K. Chuang Dynamic modeling of solid oxide fuel cell: the effect of diffusion and inherent impedance Journal of Power Sources 150 1-2 2005 32 47
53. Y. Qi, B. Huang, and J. Luo Dynamic modeling of a finite volume of solid oxide fuel cell: the effect of transport dynamics Chemical Engineering Science 61 18 2006 6057 6076 (Pubitemid 44107890)
54. Y. Qi, B. Huang, and J. Luo Nonlinear state space modeling and simulation of a SOFC fuel cell Proceedings of the American Control Conference. vol. 2006. pp. 2534-2538 2006
55. Y. Qi, B. Huang, and J. Luo 1-d dynamic modeling of SOFC with analytical solution for reacting gas-flow problem AIChE Journal 54 6 2008 1537 1553 (Pubitemid 351774798)
56. K. Ro, and S. Rahman Control of grid-connected fuel cell plants for enhancement of power system stability Renewable Energy 28 2003 397 407 (Pubitemid 35151416)
57. R. Roberts, J. Brouwer, F. Jabbari, T. Junker, and H. Ghezel-Ayagh Control design of an atmospheric solid oxide fuel cell/gas turbine hybrid system: variable versus fixed speed gas turbine operation Journal of Power Sources 161 1 2006 481 491
58. J. Saarinen, M. Halinen, J. Ylijoki, M. Noponen, P. Simell, and J. Kiviaho Dynamic model of 5 kW SOFC CHP test station Journal of Fuel Cell Science and Technology 4 4 2007 397 405
59. K. Sedghisigarchi, and A. Feliachi Dynamic and transient analysis of power distribution systems with fuel cells - part I IEEE Transtactions on Energy Conversion 19 2 2004 423 428
60. R. Shi, J. Ou, Z. Zhou, D. Rohr, Modeling and control latitude analysis of a fuel cell anode tail-gas oxidizer, ECS Transactions 12 (2008) 555-562.
61. M. Sorrentino, C. Pianese, and Y.G. Guezennec A hierarchical modeling approach to the simulation and control of planar solid oxide fuel cells Journal of Power Sources 180 1 2008 380 392
62. C. Stiller, B. Thorud, O. Bolland, R. Kandepu, and L. Imsland Control strategy for a solid oxide fuel cell and gas turbine hybrid system Journal of Power Sources 158 1 2006 303 315 (Pubitemid 43867985)
63. W. Surdoval Clean economic energy in a carbon challenged world 10th Annual Solid State Energy Conversion Alliance (SECA) Workshop 2009
64. K. Tseronis, I.K. Kookos, and C. Theodoropoulos Modelling mass transport in solid oxide fuel cell anodes: a case for a multidimensional dusty gas-based model Chemical Engineering and Science 63 2008 5626 5638
65. J. Vandersteen, B. Kenney, J. Pharoah, and K. Karan Mathematical modeling of the transport phenomena and the chemical/electrochemical reactions in solid oxide fuel cells: a review Canadian Hydrogen and Fuell Cells Conference 2004
66. J. VanderSteen, and J. Pharoah Modeling radiation heat transfer with participating media in solid oxide fuel cells Journal of Fuel Cell Science and Technology 3 1 2006 62 67
67. P. Vijay, A. Samantaray, and A. Mukherjee A bond graph model-based evaluation of a control scheme to improve the dynamic performance of a solid oxide fuel cell Mechatronics 19 4 2009 489 502
68. C. Wächter, R. Lunderstadt, and F. Joos Dynamic model of a pressurized SOFC/gas turbine hybrid power plant for the development of control concepts Journal of Fuel Cell Science and Technology 3 3 2006 271 279 (Pubitemid 44445477)
69. X. Wang, B. Huang, and T. Chen Data-driven predictive control for solid oxide fuel cells Journal of Process Control 17 2 2007 103 114 (Pubitemid 46176614)
70. 2, CO and methane in SOFCs with Ni/YSZ-cermet anodes Solid State Ionics 152-153 2002 543 550 (Pubitemid 35459017)
71. X.-J. Wu, X.-J. Zhu, G.-Y. Cao, and H.-Y. Tu Nonlinear modeling of a SOFC stack based on ANFIS identification Simulation Modelling Practice and Theory 16 4 2008 399 409
72. X.-J. Wu, X.-J. Zhu, G.-Y. Cao, and H.-Y. Tu Predictive control of SOFC based on a GA-RBF neural network model Journal of Power Sources 179 1 2008 232 239
73. H. Xi, and J. Sun Dynamic analysis of planar solid oxide fuel cell models with different assumptions of temperature layers Journal of Fuel Cell Science and Technology 2009 6
74. H. Xi, J. Sun, and V. Tsourapas A control oriented low order dynamic model for planar SOFC using minimum Gibbs free energy method Journal of Power Sources 165 1 2007 253 266 (Pubitemid 46216714)
75. Y. Xie, and X. Xue Transient modeling of anode-supported solid oxide fuel cells International Journal of Hydrogen Energy 34 16 2009 6882 6891
76. X. Xue, J. Tang, N. Sammes, and Y. Du Dynamic modeling of single tubular SOFC combining heat/mass transfer and electrochemical reaction effects Journal of Power Sources 142 1-2 2005 211 222
77. J. Yang, X. Li, H.-G. Mou, and L. Jian Predictive control of solid oxide fuel cell based on an improved Takagi-Sugeno fuzzy model Journal of Power Sources 193 2 2009 699 705
78. T. Zhang, and G. Feng Rapid load following of an SOFC power system via stable fuzzy predictive tracking controller IEEE Transactions on Fuzzy Systems 17 2 2009 357 371
79. X. Zhang, S. Chan, H. Ho, J. Li, G. Li, and Z. Feng Nonlinear model predictive control based on the moving horizon state estimation for the solid oxide fuel cell International Journal of Hydrogen Energy 33 9 2008 2355 2366
80. X. Zhang, J. Li, G. Li, and Z. Feng Dynamic modeling of a hybrid system of the solid oxide fuel cell and recuperative gas turbine Journal of Power Sources 163 2006 523 531 (Pubitemid 46484585)
81. Y. Zhu, and K. Tomsovic Development of models for analyzing the load-following performance of microturbines and fuel cells Electric Power Systems Research 62 2002 1 11 (Pubitemid 34614287)