Skip to main content
Erschienen in:
Buchtitelbild

2016 | OriginalPaper | Buchkapitel

1. Introduction

verfasst von : Dario Marra, Cesare Pianese, Pierpaolo Polverino, Marco Sorrentino

Erschienen in: Models for Solid Oxide Fuel Cell Systems

Verlag: Springer London

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

This chapter provides an introduction to the problem of solid oxide fuel cells modeling. A brief review of the industrial context with emphasis on the role of model-based approaches in supporting the development of systems for large-scale diffusion is given. Also the benefits of integrating different methodologies through the merging of models, experiments, and applied mathematics are briefly reported. Thus a conceptual framework for scientists, engineers, and practitioners primarily engaged in the design of both control and diagnostic algorithms is sketched. Moreover, such a framework is also a reference for all modelers whose work entails an accurate balance between accuracy and computational speed. Therefore, all engineering activities involving system design, component sizing as well as prognostic algorithms for lifetime prediction may also benefit from the modeling approaches outlined. A literature survey is reported at the end of the chapter; that section is thought to acknowledge the most relevant works whose topics fall within the boundaries of model-based applications, which inspired this book.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Fußnoten
1
The Fuel Cells and Hydrogen Joint Undertaking is a public–private partnership gathering at European level the European Commission, the fuel cell and hydrogen industry and the research institutions.
 
2
Throughout the text on-board means any algorithm or device implemented on the system while working on real environment.
 
3
In the artificial intelligence field the terms instruction and learning stem from the analogy of the computational process with that of the human brain behavior.
 
4
As detailed in Chap. 4 any effective fault detection algorithm requires a direct measure of the phenomenon relevant to the fault to be diagnosed.
 
Literatur
Zurück zum Zitat Aguiar P, Adjiman CS, Brandon NP (2004) Anode-supported intermediate temperature direct internal reforming solid oxide fuel cell. I: model-based steady-state performance. J Power Sources 138:120–136 Aguiar P, Adjiman CS, Brandon NP (2004) Anode-supported intermediate temperature direct internal reforming solid oxide fuel cell. I: model-based steady-state performance. J Power Sources 138:120–136
Zurück zum Zitat Aguiar P, Brett DJL, Brandon NP (2007) Feasibility study and techno-economic analysis of an SOFC/battery hybrid system for vehicle applications. J Power Sources 171:186–197CrossRef Aguiar P, Brett DJL, Brandon NP (2007) Feasibility study and techno-economic analysis of an SOFC/battery hybrid system for vehicle applications. J Power Sources 171:186–197CrossRef
Zurück zum Zitat Andreassi L, Rubeo G, Ubertini S, Lunghi P, Bove R (2007) Experimental and numerical analysis of a radial flow solid oxide fuel cell. Int J Hydrogen Energy 32:4559–4574CrossRef Andreassi L, Rubeo G, Ubertini S, Lunghi P, Bove R (2007) Experimental and numerical analysis of a radial flow solid oxide fuel cell. Int J Hydrogen Energy 32:4559–4574CrossRef
Zurück zum Zitat Arpino F, Dell’Isola M, Maugeri D, Massarotti N, Mauro A (2013) A new model for the analysis of operating conditions of microcogenerative SOFC units. Int J Hydrogen Energy 38:336–344CrossRef Arpino F, Dell’Isola M, Maugeri D, Massarotti N, Mauro A (2013) A new model for the analysis of operating conditions of microcogenerative SOFC units. Int J Hydrogen Energy 38:336–344CrossRef
Zurück zum Zitat Arriagada J, Olausson P, Selimovic A (2002) Artificial neural network simulator for SOFC performance prediction. J Power Sources 112:54–60CrossRef Arriagada J, Olausson P, Selimovic A (2002) Artificial neural network simulator for SOFC performance prediction. J Power Sources 112:54–60CrossRef
Zurück zum Zitat Arsie I, Di Filippi A, Marra D, Pianese C, Sorrentino M (2010) Fault tree analysis aimed to design and implement on-field fault detection and isolation scheme for SOFC systems. In: Proceedings of the ASME 2010 eighth international fuel cell science, engineering and technology conference, FuelCell2010, June 14–16, 2010, Brooklyn, New York, USA, FuelCell2010-33344 Arsie I, Di Filippi A, Marra D, Pianese C, Sorrentino M (2010) Fault tree analysis aimed to design and implement on-field fault detection and isolation scheme for SOFC systems. In: Proceedings of the ASME 2010 eighth international fuel cell science, engineering and technology conference, FuelCell2010, June 14–16, 2010, Brooklyn, New York, USA, FuelCell2010-33344
Zurück zum Zitat Babuška R (1998) Fuzzy modeling for control. Kluwer Academic Publishers, BostonCrossRef Babuška R (1998) Fuzzy modeling for control. Kluwer Academic Publishers, BostonCrossRef
Zurück zum Zitat Bao C, Bessler WG (2012) A computationally efficient steady-state electrode-level and 1D + 1D cell-level fuel cell model. J Power Sources 210:67–80CrossRef Bao C, Bessler WG (2012) A computationally efficient steady-state electrode-level and 1D + 1D cell-level fuel cell model. J Power Sources 210:67–80CrossRef
Zurück zum Zitat Barelli L, Bidini G, Gallorini F, Ottaviano A (2011) An energeticeexergetic comparison between PEMFC and SOFC-based micro-CHP systems. Int J Hydrogen Energy 36:3206–3214CrossRef Barelli L, Bidini G, Gallorini F, Ottaviano A (2011) An energeticeexergetic comparison between PEMFC and SOFC-based micro-CHP systems. Int J Hydrogen Energy 36:3206–3214CrossRef
Zurück zum Zitat Barelli L, Bidini G, Gallorini F, Ottaviano A (2013a) Design optimization of a SOFC-based CHP system through dynamic analysis. Int J Hydrogen Energy 38:354–369CrossRef Barelli L, Bidini G, Gallorini F, Ottaviano A (2013a) Design optimization of a SOFC-based CHP system through dynamic analysis. Int J Hydrogen Energy 38:354–369CrossRef
Zurück zum Zitat Barelli L, Bidini G, Ottaviano A (2013b) Part load operation of a SOFC/GT hybrid system: dynamic analysis. Appl Energy 110:173–189CrossRef Barelli L, Bidini G, Ottaviano A (2013b) Part load operation of a SOFC/GT hybrid system: dynamic analysis. Appl Energy 110:173–189CrossRef
Zurück zum Zitat Barelli L, Barluzzi E, Bidini G (2013c) Diagnosis methodology and technique for solide oxide fuel cells: A review. Int J Hydrogen Energy 38:5060–5074CrossRef Barelli L, Barluzzi E, Bidini G (2013c) Diagnosis methodology and technique for solide oxide fuel cells: A review. Int J Hydrogen Energy 38:5060–5074CrossRef
Zurück zum Zitat Barzi Y, Ghassemi M, Hamedi M (2009) Numerical analysis of start-up operation of a tubular solid oxide fuel cell. Int J Hydrogen Energy 34(4):2015–2025CrossRef Barzi Y, Ghassemi M, Hamedi M (2009) Numerical analysis of start-up operation of a tubular solid oxide fuel cell. Int J Hydrogen Energy 34(4):2015–2025CrossRef
Zurück zum Zitat Bhattacharyya D, Rengaswamy R (2009) A review of solid oxide fuel cell SOFC dynamic models. Ind Eng Chem Res 48:6068–6086CrossRef Bhattacharyya D, Rengaswamy R (2009) A review of solid oxide fuel cell SOFC dynamic models. Ind Eng Chem Res 48:6068–6086CrossRef
Zurück zum Zitat Blum L, Meulenberg WA, Nabielek H, Steinberger-Wilckens R (2005) Worldwide SOFC technology overview and benchmark. Int J Appl Ceram Technol 2:482–492CrossRef Blum L, Meulenberg WA, Nabielek H, Steinberger-Wilckens R (2005) Worldwide SOFC technology overview and benchmark. Int J Appl Ceram Technol 2:482–492CrossRef
Zurück zum Zitat Blum L, de Haart LGJ, Malzbender J, Menzler NH, Remmel J, Steinberger-Wilckens R (2013) Recent results in Jülich solid oxide fuel cell technology development. J Power Sources 241:477–485CrossRef Blum L, de Haart LGJ, Malzbender J, Menzler NH, Remmel J, Steinberger-Wilckens R (2013) Recent results in Jülich solid oxide fuel cell technology development. J Power Sources 241:477–485CrossRef
Zurück zum Zitat Bogicevic A, Wolverton C, Crosbie GM, Stechel EB (2001) Defect ordering in aliovalently doped cubic zirconia from first principles. Phys Rev B 64:141061–1410614CrossRef Bogicevic A, Wolverton C, Crosbie GM, Stechel EB (2001) Defect ordering in aliovalently doped cubic zirconia from first principles. Phys Rev B 64:141061–1410614CrossRef
Zurück zum Zitat Bove R, Ubertini S (2006) Modeling solid oxide fuel cell operation: approaches, techniques and results. J Power Sources 159:543–559CrossRef Bove R, Ubertini S (2006) Modeling solid oxide fuel cell operation: approaches, techniques and results. J Power Sources 159:543–559CrossRef
Zurück zum Zitat Campanari S (2001) Thermodynamic model and parametric analysis of a tubular SOFC module. J Power Sources 92:26–34CrossRef Campanari S (2001) Thermodynamic model and parametric analysis of a tubular SOFC module. J Power Sources 92:26–34CrossRef
Zurück zum Zitat Carter D, Wing J (2013) The fuel cell industry review 2013. Fuel Cell Today, Royston, UK Carter D, Wing J (2013) The fuel cell industry review 2013. Fuel Cell Today, Royston, UK
Zurück zum Zitat Cheddie DF, Munroe NDH (2007) A dynamic 1D model of a solid oxide fuel cell for real time simulation. J Power Sources 171:634–643CrossRef Cheddie DF, Munroe NDH (2007) A dynamic 1D model of a solid oxide fuel cell for real time simulation. J Power Sources 171:634–643CrossRef
Zurück zum Zitat Cho HJ, Park YM, Choi GM (2011) Enhanced power density of metal-supported solid oxide fuel cell with a two-step firing process. Solid State Ionics 192:519–522CrossRef Cho HJ, Park YM, Choi GM (2011) Enhanced power density of metal-supported solid oxide fuel cell with a two-step firing process. Solid State Ionics 192:519–522CrossRef
Zurück zum Zitat Christiansen N, Kristensen S, Holm-Larsen H, Larsen PH, Mogensen MB, Hendriksen PV, Linderoth S (2005). Status and recent progress in SOFC development at Haldor Topsøe A/S and Risø. In: Singhal SC, Mizusaki J (eds) Proceedings of cells, stacks, and systems, vol 1. Electrochemical Society, Incorporated, Pennington, pp 168–176 Christiansen N, Kristensen S, Holm-Larsen H, Larsen PH, Mogensen MB, Hendriksen PV, Linderoth S (2005). Status and recent progress in SOFC development at Haldor Topsøe A/S and Risø. In: Singhal SC, Mizusaki J (eds) Proceedings of cells, stacks, and systems, vol 1. Electrochemical Society, Incorporated, Pennington, pp 168–176
Zurück zum Zitat Costamagna P, Magistri L, Massardo AF (2001) Design and part-load perfor-mance of a hybrid system based on a solid oxide fuel cell reactor and a micro gas turbine. J Power Sources 96:352–368CrossRef Costamagna P, Magistri L, Massardo AF (2001) Design and part-load perfor-mance of a hybrid system based on a solid oxide fuel cell reactor and a micro gas turbine. J Power Sources 96:352–368CrossRef
Zurück zum Zitat D-CODE (2015) DC/DC Converter-based Diagnostics for PEM systems, project funded by the European Community’s Seventh Framework Programme (FP7/2007–2013) for the Fuel Cells and Hydrogen Joint Technology Initiative under grant agreement n° 256673. http://www.d-code.unisa.it. Accessed 18 Aug 2015 D-CODE (2015) DC/DC Converter-based Diagnostics for PEM systems, project funded by the European Community’s Seventh Framework Programme (FP7/2007–2013) for the Fuel Cells and Hydrogen Joint Technology Initiative under grant agreement n° 256673. http://​www.​d-code.​unisa.​it. Accessed 18 Aug 2015
Zurück zum Zitat DESTA (2010) Demonstration of 1st European SOFC Truck APU, project funded by the European Union’s Seventh Framework Programme (FP7/2007–2013) for the Fuel Cells and Hydrogen Joint Technology Initiative under grant agreement n° 278899. http://www.desta-project.eu/desta-project/. Accessed 19 Sept 2015 DESTA (2010) Demonstration of 1st European SOFC Truck APU, project funded by the European Union’s Seventh Framework Programme (FP7/2007–2013) for the Fuel Cells and Hydrogen Joint Technology Initiative under grant agreement n° 278899. http://​www.​desta-project.​eu/​desta-project/​. Accessed 19 Sept 2015
Zurück zum Zitat DIAMOND (2014) Diagnosis-aided control for SOFC power systems, project funded by the European Community’s Seventh Framework Programme (FP7/2007–2013) for the Fuel Cells and Hydrogen Joint Technology Initiative under grant agreement n° 245128. http://www.diamond-sofc-project.eu. Cited 30 Aug 2015 DIAMOND (2014) Diagnosis-aided control for SOFC power systems, project funded by the European Community’s Seventh Framework Programme (FP7/2007–2013) for the Fuel Cells and Hydrogen Joint Technology Initiative under grant agreement n° 245128. http://​www.​diamond-sofc-project.​eu. Cited 30 Aug 2015
Zurück zum Zitat Dolenc B, Vrečko D, Juričić Đ, Pohjoronta A, Kiviaho Pianese C (2015) Soft sensor design for estimation of SOFC stack temperatures and oxygen-to-carbon ratio. ECS Trans 68:2625–2636CrossRef Dolenc B, Vrečko D, Juričić Đ, Pohjoronta A, Kiviaho Pianese C (2015) Soft sensor design for estimation of SOFC stack temperatures and oxygen-to-carbon ratio. ECS Trans 68:2625–2636CrossRef
Zurück zum Zitat Ellamla HR, Staffell I, Bujlo P, Pollet BG, Pasupathi S (2015) Current status of fuel cell based combined heat and power systems for residential sector. J Power Sources 293:312–328CrossRef Ellamla HR, Staffell I, Bujlo P, Pollet BG, Pasupathi S (2015) Current status of fuel cell based combined heat and power systems for residential sector. J Power Sources 293:312–328CrossRef
Zurück zum Zitat Escobet T, Feroldi D, De Lira S, Puig V, Quevedo J, Riera J, Serra M (2009) Model-based fault diagnosis in PEM fuel cell systems. J Power Sources 192:216–223CrossRef Escobet T, Feroldi D, De Lira S, Puig V, Quevedo J, Riera J, Serra M (2009) Model-based fault diagnosis in PEM fuel cell systems. J Power Sources 192:216–223CrossRef
Zurück zum Zitat Fadeyev G, Kalyakin A, Gorbova E, Brouzgou A, Demin A, Volkov A, Tsiakaras P (2015) A simple and low-cost amperometric sensor for measuring H2, CO, and CH4. Sens Actuators B 221:879–883CrossRef Fadeyev G, Kalyakin A, Gorbova E, Brouzgou A, Demin A, Volkov A, Tsiakaras P (2015) A simple and low-cost amperometric sensor for measuring H2, CO, and CH4. Sens Actuators B 221:879–883CrossRef
Zurück zum Zitat FCDISTRICT (2010) New µ-CHP network technologies for energy efficient and sustainable districts, project funded by the European Union’s Seventh Framework Programme (FP7/2007–2013) for the Fuel Cells and Hydrogen Joint Technology Initiative under grant agreement n° 260105. http://www.fc-district.eu/. Accessed 19 Sept 2015 FCDISTRICT (2010) New µ-CHP network technologies for energy efficient and sustainable districts, project funded by the European Union’s Seventh Framework Programme (FP7/2007–2013) for the Fuel Cells and Hydrogen Joint Technology Initiative under grant agreement n° 260105. http://​www.​fc-district.​eu/​. Accessed 19 Sept 2015
Zurück zum Zitat FCGEN (2011)Fuel Cell Based Power Generation, project funded by the European Union’s Seventh Framework Programme (FP7/2007-2013) for the Fuel Cells and Hydrogen Joint Technology Initiative under grant agreement n° 277844. http://www.fcgen.com/. Accessed 19 Sept 2015 FCGEN (2011)Fuel Cell Based Power Generation, project funded by the European Union’s Seventh Framework Programme (FP7/2007-2013) for the Fuel Cells and Hydrogen Joint Technology Initiative under grant agreement n° 277844. http://​www.​fcgen.​com/​. Accessed 19 Sept 2015
Zurück zum Zitat Ferrari ML, Traverso A, Massardo AF (2004) Transient analysis of solid oxide fuel cell hybrids: part B—anode recirculation model. In: ASME conference proceedings, pp 399–407 Ferrari ML, Traverso A, Massardo AF (2004) Transient analysis of solid oxide fuel cell hybrids: part B—anode recirculation model. In: ASME conference proceedings, pp 399–407
Zurück zum Zitat Gaynor R, Mueller F, Jabbari F, Brouwer J (2008) On control concepts to prevent fuel starvation in solid oxide fuel cells. J Power Sources 180(1):330–342CrossRef Gaynor R, Mueller F, Jabbari F, Brouwer J (2008) On control concepts to prevent fuel starvation in solid oxide fuel cells. J Power Sources 180(1):330–342CrossRef
Zurück zum Zitat Gazzarri JI, Kesler O (2007) Electrochemical AC impedance model of a solid oxide fuel cell and its application to diagnosis of multiple degradation modes. J Power Sources 167:100–110CrossRef Gazzarri JI, Kesler O (2007) Electrochemical AC impedance model of a solid oxide fuel cell and its application to diagnosis of multiple degradation modes. J Power Sources 167:100–110CrossRef
Zurück zum Zitat GENIUS (2009) Generic diagnosis instrument for SOFC systems, project funded by the European Community’s Seventh Framework Programme (FP7/2007–2013) for the Fuel Cells and Hydrogen Joint Technology Initiative under grant agreement n° 621208. http://genius.eifer.kit.edu. Accessed 18 Aug 2015 GENIUS (2009) Generic diagnosis instrument for SOFC systems, project funded by the European Community’s Seventh Framework Programme (FP7/2007–2013) for the Fuel Cells and Hydrogen Joint Technology Initiative under grant agreement n° 621208. http://​genius.​eifer.​kit.​edu. Accessed 18 Aug 2015
Zurück zum Zitat Greco A, Sorce A, Littwin R, Costamagna P, Magistri L (2014) Reformer faults in SOFC systems: experimental andmodeling analysis, and simulated fault maps. Int J Hydrogen Energy 39:21700–21713CrossRef Greco A, Sorce A, Littwin R, Costamagna P, Magistri L (2014) Reformer faults in SOFC systems: experimental andmodeling analysis, and simulated fault maps. Int J Hydrogen Energy 39:21700–21713CrossRef
Zurück zum Zitat Guida M, Postiglione F, Pulcini G (2015) A random-effects model for long-term degradation analysis of solid oxide fuel cells. Reliab Eng Syst Safe 140:88–98 Guida M, Postiglione F, Pulcini G (2015) A random-effects model for long-term degradation analysis of solid oxide fuel cells. Reliab Eng Syst Safe 140:88–98
Zurück zum Zitat Hajimolana SA, Soroush M (2009) Dynamics and control of a tubular solid-oxide fuel cell. Ind Eng Chem Res 48:6112–6125CrossRef Hajimolana SA, Soroush M (2009) Dynamics and control of a tubular solid-oxide fuel cell. Ind Eng Chem Res 48:6112–6125CrossRef
Zurück zum Zitat Holtappels P, Mehling H, Roehlich S, Liebermann SS, Stimming U (2005) SOFC system operating strategies for mobile applications. Fuel Cells 5(4):499–508CrossRef Holtappels P, Mehling H, Roehlich S, Liebermann SS, Stimming U (2005) SOFC system operating strategies for mobile applications. Fuel Cells 5(4):499–508CrossRef
Zurück zum Zitat Huang Q-A, Hui R, Wang B, Zhang J (2007) A review of AC impedance model-ing and validation in SOFC diagnosis. Electrochim Acta 52:8144–8164CrossRef Huang Q-A, Hui R, Wang B, Zhang J (2007) A review of AC impedance model-ing and validation in SOFC diagnosis. Electrochim Acta 52:8144–8164CrossRef
Zurück zum Zitat Huang Q-A, Wang B, Quc W, Hui R (2009) Impedance diagnosis of metal-supported SOFCs with SDC as electrolyte. J Power Sources 191:297–303 Huang Q-A, Wang B, Quc W, Hui R (2009) Impedance diagnosis of metal-supported SOFCs with SDC as electrolyte. J Power Sources 191:297–303
Zurück zum Zitat Ingimundarson A, Stefanopoulou AG, McKay A (2008) Model-based detection of hydrogen leaks in a fuel cell stack. IEEE Trans Control Syst Technol 16(5):1004–1012CrossRef Ingimundarson A, Stefanopoulou AG, McKay A (2008) Model-based detection of hydrogen leaks in a fuel cell stack. IEEE Trans Control Syst Technol 16(5):1004–1012CrossRef
Zurück zum Zitat Isermann R (2005) Model-based fault-detection and diagnosis—status and applications. Ann Rev Control 29:71–85CrossRef Isermann R (2005) Model-based fault-detection and diagnosis—status and applications. Ann Rev Control 29:71–85CrossRef
Zurück zum Zitat Kadowaki M (2015) Current status of National SOFC Projects in Japan. ECS Trans 68(1):15–22CrossRef Kadowaki M (2015) Current status of National SOFC Projects in Japan. ECS Trans 68(1):15–22CrossRef
Zurück zum Zitat Kang YW, Li J, Cao GY, Tu HY, Li J, Yang J (2009) A reduced 1D dynamic model of a planar direct internal reforming solid oxide fuel cell for system re-search. J Power Sources 188:170–176CrossRef Kang YW, Li J, Cao GY, Tu HY, Li J, Yang J (2009) A reduced 1D dynamic model of a planar direct internal reforming solid oxide fuel cell for system re-search. J Power Sources 188:170–176CrossRef
Zurück zum Zitat Kneidel KE, DeBellis C, Kantak M, Norrick D, Vesely C, Palmer, BK (2004) Development of SOFC power systems using multi-layer ceramic interconnects. In: Proceedings of fuel cell seminar, November, 2004, San Antonio, Texas, USA Kneidel KE, DeBellis C, Kantak M, Norrick D, Vesely C, Palmer, BK (2004) Development of SOFC power systems using multi-layer ceramic interconnects. In: Proceedings of fuel cell seminar, November, 2004, San Antonio, Texas, USA
Zurück zum Zitat Larminie J, Dicks A (2003) Fuel Cell Systems Explained. John Wiley and Sons, Chichester, West Sussex, UK, pp 1–24, 207–227 Larminie J, Dicks A (2003) Fuel Cell Systems Explained. John Wiley and Sons, Chichester, West Sussex, UK, pp 1–24, 207–227
Zurück zum Zitat Larrain D, Van Herle J, Favrat D (2006) Simulation of SOFC stack and repeat elements including interconnect degradation and anode reoxidation risk. J Power Sources 161:392–403CrossRef Larrain D, Van Herle J, Favrat D (2006) Simulation of SOFC stack and repeat elements including interconnect degradation and anode reoxidation risk. J Power Sources 161:392–403CrossRef
Zurück zum Zitat Leonide A, Apel Y, Ivers-Tiffee E (2009) SOFC modeling and parameter identifi-cation by means of impedance spectroscopy. ECS Trans 19:81–109CrossRef Leonide A, Apel Y, Ivers-Tiffee E (2009) SOFC modeling and parameter identifi-cation by means of impedance spectroscopy. ECS Trans 19:81–109CrossRef
Zurück zum Zitat Lu N, Li Q, Sun X, Khaleel M (2006) The modeling of a standalone solid-oxide fuel cell auxiliary power unit. J Power Sources 161(2):938–948CrossRef Lu N, Li Q, Sun X, Khaleel M (2006) The modeling of a standalone solid-oxide fuel cell auxiliary power unit. J Power Sources 161(2):938–948CrossRef
Zurück zum Zitat Magistri L, Trasino F, Costamagna P (2006) Transient analysis of solid oxide fuel cell Hybrids - Part I: fuel cell models. J Eng Gas Turbines Power 128:288–293CrossRef Magistri L, Trasino F, Costamagna P (2006) Transient analysis of solid oxide fuel cell Hybrids - Part I: fuel cell models. J Eng Gas Turbines Power 128:288–293CrossRef
Zurück zum Zitat Mahoto N, Banerjee A, Gupta A, Omar S, Balani K (2015) Progress in material selection for solid oxide fuel cell technology: a review. Prog Mater Sci 72:141–337CrossRef Mahoto N, Banerjee A, Gupta A, Omar S, Balani K (2015) Progress in material selection for solid oxide fuel cell technology: a review. Prog Mater Sci 72:141–337CrossRef
Zurück zum Zitat Marra D, Sorrentino M, Pianese C, Iwanschitz B (2013) A neural network estimator of Solid Oxide Fuel Cell performance for on-field diagnostics and prognostics applications. J Power Sources 241(2013):320–329CrossRef Marra D, Sorrentino M, Pianese C, Iwanschitz B (2013) A neural network estimator of Solid Oxide Fuel Cell performance for on-field diagnostics and prognostics applications. J Power Sources 241(2013):320–329CrossRef
Zurück zum Zitat Marra D, Sorrentino M, Pianese C, Mennella A (2015a) A one-dimensional modelling approach for planar cylindrical solid oxide fuel cell. In: Proceedings of the ASME 2015 power and energy conversion conference, June 28–July 2, 2015, San Diego, California Marra D, Sorrentino M, Pianese C, Mennella A (2015a) A one-dimensional modelling approach for planar cylindrical solid oxide fuel cell. In: Proceedings of the ASME 2015 power and energy conversion conference, June 28–July 2, 2015, San Diego, California
Zurück zum Zitat Marra D, Sorrentino M, Pohjoranta A, Pianese C, Kiviaho J (2015b) A lumped dynamic modelling approach for model-based control and diagnosis of solid oxide fuel cell system with anode off-gas recycling. ECS Trans 68:3095–3106 Marra D, Sorrentino M, Pohjoranta A, Pianese C, Kiviaho J (2015b) A lumped dynamic modelling approach for model-based control and diagnosis of solid oxide fuel cell system with anode off-gas recycling. ECS Trans 68:3095–3106
Zurück zum Zitat Marwala T (2012) Condition monitoring using computational intelligence methods. Springer, London, (par 1.4) Marwala T (2012) Condition monitoring using computational intelligence methods. Springer, London, (par 1.4)
Zurück zum Zitat McLarty D, Brouwer J, Samuelsen S (2013) A spatially resolved physical model for transient system analysis of high temperature fuel cells. Int J Hydrogen Energy 38:7935–7946CrossRef McLarty D, Brouwer J, Samuelsen S (2013) A spatially resolved physical model for transient system analysis of high temperature fuel cells. Int J Hydrogen Energy 38:7935–7946CrossRef
Zurück zum Zitat Milewski J, Swirski K (2009) Modelling the SOFC behaviours by artificial neural network. Int J Hydrogen Energy 34:5546–5553CrossRef Milewski J, Swirski K (2009) Modelling the SOFC behaviours by artificial neural network. Int J Hydrogen Energy 34:5546–5553CrossRef
Zurück zum Zitat Mueller F, Jabbari F, Brouwer J, Roberts R, Junker T, Ghezel-Ayagh H (2007) Control design for a bottoming solid oxide fuel cell gas turbine hybrid system. J Fuel Cell Sci Technol 4(3):221–230CrossRef Mueller F, Jabbari F, Brouwer J, Roberts R, Junker T, Ghezel-Ayagh H (2007) Control design for a bottoming solid oxide fuel cell gas turbine hybrid system. J Fuel Cell Sci Technol 4(3):221–230CrossRef
Zurück zum Zitat Murshed AM, Huang B, Nandakumar K (2007) Control relevant modeling of planer solid oxide fuel cell system. J Power Sources 163:830–845CrossRef Murshed AM, Huang B, Nandakumar K (2007) Control relevant modeling of planer solid oxide fuel cell system. J Power Sources 163:830–845CrossRef
Zurück zum Zitat Nanaeda K, Mueller F, Brouwer J, Samuelsen S (2010) Dynamic modelling and evaluation of solid oxide fuel cell-combined heat and power system operating strategies. J Power Sources 195:3176–3185CrossRef Nanaeda K, Mueller F, Brouwer J, Samuelsen S (2010) Dynamic modelling and evaluation of solid oxide fuel cell-combined heat and power system operating strategies. J Power Sources 195:3176–3185CrossRef
Zurück zum Zitat Napoli R, Gandiglio M, Lanzini A, Santarelli M (2015) Techno-economic analysis of PEMFC and SOFC micro-CHP fuel cell systems for the residential sector. Energ and Buildings 103:131–146 Napoli R, Gandiglio M, Lanzini A, Santarelli M (2015) Techno-economic analysis of PEMFC and SOFC micro-CHP fuel cell systems for the residential sector. Energ and Buildings 103:131–146
Zurück zum Zitat Ormerod RM (2003) Solid oxide fuel cells, Chem Soc Rev 32:17–28 Ormerod RM (2003) Solid oxide fuel cells, Chem Soc Rev 32:17–28
Zurück zum Zitat Padullés J, Ault G, McDonald J (2000) Integrated SOFC plant dynamic model for power systems simulation. J Power Sources 86(1):495–500CrossRef Padullés J, Ault G, McDonald J (2000) Integrated SOFC plant dynamic model for power systems simulation. J Power Sources 86(1):495–500CrossRef
Zurück zum Zitat Papageorgopoulos D (2015) Fuel Cell Program, 2015 Annual Merit Review and Peer Evaluation Meeting, 8–12 June 2015 Papageorgopoulos D (2015) Fuel Cell Program, 2015 Annual Merit Review and Peer Evaluation Meeting, 8–12 June 2015
Zurück zum Zitat Patan K, (2008) Artificial neural networks for the modelling and fault diagnosis of technical process. In: Lecture notes in control and information Sciences, vol 377. Springer, p 206 Patan K, (2008) Artificial neural networks for the modelling and fault diagnosis of technical process. In: Lecture notes in control and information Sciences, vol 377. Springer, p 206
Zurück zum Zitat Petrone R, Zheng Z, Hissel D, Péra M C, Pianese C, Sorrentino M, Becherif M, Yousfi-Steiner N (2013) A review on model-based diagnosis methodologies for PEMFCs. Int J Hydrogen Energy 38(17):7077–7091 (June) Petrone R, Zheng Z, Hissel D, Péra M C, Pianese C, Sorrentino M, Becherif M, Yousfi-Steiner N (2013) A review on model-based diagnosis methodologies for PEMFCs. Int J Hydrogen Energy 38(17):7077–7091 (June)
Zurück zum Zitat Pollet BG, Staffell I, Shang JL (2012) Current status of hybrid, battery and fuel cell electric vehicles: from electrochemistry to market prospects. Electrochim Acta 84:235–249CrossRef Pollet BG, Staffell I, Shang JL (2012) Current status of hybrid, battery and fuel cell electric vehicles: from electrochemistry to market prospects. Electrochim Acta 84:235–249CrossRef
Zurück zum Zitat Polverino P, Pianese C, Sorrentino M, Marra D (2015) Model-based development of a fault signature matrix to improve solid oxide fuel cell systems on-site diagnosis. J Power Sources 280:320–338CrossRef Polverino P, Pianese C, Sorrentino M, Marra D (2015) Model-based development of a fault signature matrix to improve solid oxide fuel cell systems on-site diagnosis. J Power Sources 280:320–338CrossRef
Zurück zum Zitat Polverino P, Esposito A, Pianese C, Ludwig B, Iwanschitz B, Mai A (2016) On-line experimental validation of a model-based diagnostic algorithm dedicated to a solid oxide fuel cell system. J Power Sources 306:646–657 (Accepted) Polverino P, Esposito A, Pianese C, Ludwig B, Iwanschitz B, Mai A (2016) On-line experimental validation of a model-based diagnostic algorithm dedicated to a solid oxide fuel cell system. J Power Sources 306:646–657 (Accepted)
Zurück zum Zitat Qi Y, Huang B, Luo J (2008) 1-d dynamic modeling of SOFC with analytical so-lution for reacting gas-flow problem. AIChE J 54(6):1537–1553CrossRef Qi Y, Huang B, Luo J (2008) 1-d dynamic modeling of SOFC with analytical so-lution for reacting gas-flow problem. AIChE J 54(6):1537–1553CrossRef
Zurück zum Zitat Riascos LAM, Simoes MG, Miyagi PE (2008) On-line fault diagnostic system for proton exchange membrane fuel cells. J Power Sources 175:419–429CrossRef Riascos LAM, Simoes MG, Miyagi PE (2008) On-line fault diagnostic system for proton exchange membrane fuel cells. J Power Sources 175:419–429CrossRef
Zurück zum Zitat Roehrens D, Han F, Haydn M, Schafbauer W, Sebold D, Menzler NH, Buchkremer HP (2015) Advances beyond traditional SOFC cell designs. Int J Hydrogen Energy 40:11538–11542CrossRef Roehrens D, Han F, Haydn M, Schafbauer W, Sebold D, Menzler NH, Buchkremer HP (2015) Advances beyond traditional SOFC cell designs. Int J Hydrogen Energy 40:11538–11542CrossRef
Zurück zum Zitat Sandhu GS, Rattan KS (1997) Design of a neuro-fuzzy controller, Systems, Man, and Cybernetics, 1997. In: 1997 IEEE international conference on computational cybernetics and simulation, vol 4, pp 3170–3175, 12–15 Oct 1997 Sandhu GS, Rattan KS (1997) Design of a neuro-fuzzy controller, Systems, Man, and Cybernetics, 1997. In: 1997 IEEE international conference on computational cybernetics and simulation, vol 4, pp 3170–3175, 12–15 Oct 1997
Zurück zum Zitat Sedghisigarchi K, Feliachi A (2004a) Dynamic and transient analysis of power distribution systems with fuel Cells-part I: fuel-cell dynamic model. IEEE Trans Energy Convers 19:423–428CrossRef Sedghisigarchi K, Feliachi A (2004a) Dynamic and transient analysis of power distribution systems with fuel Cells-part I: fuel-cell dynamic model. IEEE Trans Energy Convers 19:423–428CrossRef
Zurück zum Zitat Sedghisigarchi K, Feliachi A (2004b) Dynamic and transient analysis of power distribution systems with fuel Cells-part II: control and stability enhancement. IEEE Trans Energy Convers 19:429–434CrossRef Sedghisigarchi K, Feliachi A (2004b) Dynamic and transient analysis of power distribution systems with fuel Cells-part II: control and stability enhancement. IEEE Trans Energy Convers 19:429–434CrossRef
Zurück zum Zitat Selimovic A, Kemm M, Torisson T, Assadi M (2005) Steady state and transient thermal stress analysis in planar solid oxide fuel cells. J Power Sources 145:463–469 Selimovic A, Kemm M, Torisson T, Assadi M (2005) Steady state and transient thermal stress analysis in planar solid oxide fuel cells. J Power Sources 145:463–469
Zurück zum Zitat Singhal SC (2002) Solid oxide fuel cells for stationary, mobile and military applications. Solid State Ionics 152–153:405–410CrossRef Singhal SC (2002) Solid oxide fuel cells for stationary, mobile and military applications. Solid State Ionics 152–153:405–410CrossRef
Zurück zum Zitat Singhal S C, Kendall K (2003) High-temperature solid oxide fuel cells: fundamentals, design and applications. First edn. Elsevier Science (ed) Singhal S C, Kendall K (2003) High-temperature solid oxide fuel cells: fundamentals, design and applications. First edn. Elsevier Science (ed)
Zurück zum Zitat Sohlberg B (2003) Grey box modelling for model predictive control of a heating process. J Process Control 13:225–238CrossRef Sohlberg B (2003) Grey box modelling for model predictive control of a heating process. J Process Control 13:225–238CrossRef
Zurück zum Zitat Sorce A, Greco A, Magistri L, Costamagna P (2014) FDI oriented modeling of an experimental SOFC system, model validation and simulation of faulty states. Appl Energy 136:894–908CrossRef Sorce A, Greco A, Magistri L, Costamagna P (2014) FDI oriented modeling of an experimental SOFC system, model validation and simulation of faulty states. Appl Energy 136:894–908CrossRef
Zurück zum Zitat Sorrentino M, Pianese C (2009a) Control oriented modeling of solid oxide fuel cell auxiliary power unit for transportation applications. ASME Trans J Fuel Cell Sci Technol 6:041011–04101112CrossRef Sorrentino M, Pianese C (2009a) Control oriented modeling of solid oxide fuel cell auxiliary power unit for transportation applications. ASME Trans J Fuel Cell Sci Technol 6:041011–04101112CrossRef
Zurück zum Zitat Sorrentino M, Pianese C (2009b) Grey-Box modeling of SOFC unit for design, control and diagnostics applications. European Fuel Cell Forum, June 29–July 2009, Lucerne, Switzerland Sorrentino M, Pianese C (2009b) Grey-Box modeling of SOFC unit for design, control and diagnostics applications. European Fuel Cell Forum, June 29–July 2009, Lucerne, Switzerland
Zurück zum Zitat Sorrentino M, Pianese C (2011) Model-based development of low-level control strategies for transient operation of solid oxide fuel cell systems. J Power Sources 196:9036–9045CrossRef Sorrentino M, Pianese C (2011) Model-based development of low-level control strategies for transient operation of solid oxide fuel cell systems. J Power Sources 196:9036–9045CrossRef
Zurück zum Zitat Sorrentino M, Pianese C, Guezennec YG (2008) A hierarchical modeling ap-proach to the simulation and control of planar solid oxide fuel cells. J Power Sources 180:380–392CrossRef Sorrentino M, Pianese C, Guezennec YG (2008) A hierarchical modeling ap-proach to the simulation and control of planar solid oxide fuel cells. J Power Sources 180:380–392CrossRef
Zurück zum Zitat Sorrentino M, Marra D, Pianese C, Guida M, Postiglione F, Wang K, Pohjoranta A (2014) On the use of neural networks and statistical tools for nonlinear modeling and on-field diagnosis of solid oxide fuel cell stacks. Energy Procedia 45:298–307CrossRef Sorrentino M, Marra D, Pianese C, Guida M, Postiglione F, Wang K, Pohjoranta A (2014) On the use of neural networks and statistical tools for nonlinear modeling and on-field diagnosis of solid oxide fuel cell stacks. Energy Procedia 45:298–307CrossRef
Zurück zum Zitat Tsikonis L, Albrektsson J, Van herle J, Favrat D (2014) The effect of bias in gas temperature measurements on the control of a Solid Oxide Fuel Cells system. J Power Sources 245:19–26 Tsikonis L, Albrektsson J, Van herle J, Favrat D (2014) The effect of bias in gas temperature measurements on the control of a Solid Oxide Fuel Cells system. J Power Sources 245:19–26
Zurück zum Zitat Vandersteen, JDJ, Kenney B, Pharoah, JG Karan K (2004) Mathematical modelling of the transport phenomena and the chemical/electrochemical reactions in solid oxide fuel cells: a review. In: Proceedings of Canadian hydrogen and fuel cells conference, Toronto (Canada) Vandersteen, JDJ, Kenney B, Pharoah, JG Karan K (2004) Mathematical modelling of the transport phenomena and the chemical/electrochemical reactions in solid oxide fuel cells: a review. In: Proceedings of Canadian hydrogen and fuel cells conference, Toronto (Canada)
Zurück zum Zitat Virkar AV (2007) A model for solid oxide fuel cell (SOFC) stack degradation. J Power Sources 172:713–724CrossRef Virkar AV (2007) A model for solid oxide fuel cell (SOFC) stack degradation. J Power Sources 172:713–724CrossRef
Zurück zum Zitat Vrečko D, Dolanc G, Dolenc B, Vrančić D, Pregelj B, Marra D, Sorrentino M, Pianese C, Pohjoranta A, Juričić Đ (2015) Feedforward-feedback control of a SOFC power system: a simulation study. ECS Trans 68:3151–3163CrossRef Vrečko D, Dolanc G, Dolenc B, Vrančić D, Pregelj B, Marra D, Sorrentino M, Pianese C, Pohjoranta A, Juričić Đ (2015) Feedforward-feedback control of a SOFC power system: a simulation study. ECS Trans 68:3151–3163CrossRef
Zurück zum Zitat Wahl S, Segarra A, Horstmann P, Carré M, Bessler WG, Lapicque F, Friedrich KA (2015) Modeling of a thermally integrated 10 kWe planar solid oxide fuel cell system with anode offgas recycling and internal reforming by discretiza-tion in flow direction. J Power Sources 279:656–666CrossRef Wahl S, Segarra A, Horstmann P, Carré M, Bessler WG, Lapicque F, Friedrich KA (2015) Modeling of a thermally integrated 10 kWe planar solid oxide fuel cell system with anode offgas recycling and internal reforming by discretiza-tion in flow direction. J Power Sources 279:656–666CrossRef
Zurück zum Zitat Wang K, Hissel D, Péra MC, Steiner NY, Marra D, Sorrentino M, Pianese C, Monteverde M, Cardone P, Saarinen J (2011) A Review on solid oxide fuel cell models. Int J Hydrogen Energy 36(12):7212–7228CrossRef Wang K, Hissel D, Péra MC, Steiner NY, Marra D, Sorrentino M, Pianese C, Monteverde M, Cardone P, Saarinen J (2011) A Review on solid oxide fuel cell models. Int J Hydrogen Energy 36(12):7212–7228CrossRef
Zurück zum Zitat Wang K, Péra MC, Hissel D, Steiner NY, Pohjoranta A, Pofahl S (2012) SOFC modelling based on discrete Bayesian network for system diagnosis use. IFAC Proc Volumes 8:675–680 Wang K, Péra MC, Hissel D, Steiner NY, Pohjoranta A, Pofahl S (2012) SOFC modelling based on discrete Bayesian network for system diagnosis use. IFAC Proc Volumes 8:675–680
Zurück zum Zitat Weber A, Tiffée EI (2004) Materials and concepts for solid oxide fuel cells (SOFCs) in stationary and mobile applications. J Power Sources 127:273–283CrossRef Weber A, Tiffée EI (2004) Materials and concepts for solid oxide fuel cells (SOFCs) in stationary and mobile applications. J Power Sources 127:273–283CrossRef
Zurück zum Zitat White BM, Lundberg WL, Pierre JF (2015) Accomplishments, Status, and Roadmap for the U.S. Department of Energy’s Fossil Energy SOFC Program. ECS Trans 68(1):23–38CrossRef White BM, Lundberg WL, Pierre JF (2015) Accomplishments, Status, and Roadmap for the U.S. Department of Energy’s Fossil Energy SOFC Program. ECS Trans 68(1):23–38CrossRef
Zurück zum Zitat Wu XJ, Zhu XJ (2011) Multi-loop control strategy of a solid oxide fuel cell and micro gas turbine hybrid system. J Power Sources 196:8444–8449CrossRef Wu XJ, Zhu XJ (2011) Multi-loop control strategy of a solid oxide fuel cell and micro gas turbine hybrid system. J Power Sources 196:8444–8449CrossRef
Zurück zum Zitat Wu XJ, Huang W, Zhu XJ (2011) Thermal modeling of a solid oxide fuel cell and micro gas turbine hybrid power system based on modified LS-SVM. Int J Hydrogen Energy 36:885–892CrossRef Wu XJ, Huang W, Zhu XJ (2011) Thermal modeling of a solid oxide fuel cell and micro gas turbine hybrid power system based on modified LS-SVM. Int J Hydrogen Energy 36:885–892CrossRef
Zurück zum Zitat Xi H, Sun J, Tsourapas V (2007) A control oriented low order dynamic model for planar SOFC using minimum Gibbs free energy method. J Power Sources 165(1):253–266CrossRef Xi H, Sun J, Tsourapas V (2007) A control oriented low order dynamic model for planar SOFC using minimum Gibbs free energy method. J Power Sources 165(1):253–266CrossRef
Zurück zum Zitat Yu SK (2015) New and renewable energy in Korea—best practices in policy and development. In: IPHE—23rd Steering Committee meeting, Wuhan, China, 27-28 May 2015 Yu SK (2015) New and renewable energy in Korea—best practices in policy and development. In: IPHE—23rd Steering Committee meeting, Wuhan, China, 27-28 May 2015
Zurück zum Zitat Zhang L, Li X, Jiang J, Li S, Yang J, Li J (2015) Dynamic modeling and analysis of a 5-kW solid oxide fuel cell system from the perspectives of cooperative control of thermal safety and high efficiency. Int J Hydrogen Energy 40:456–476CrossRef Zhang L, Li X, Jiang J, Li S, Yang J, Li J (2015) Dynamic modeling and analysis of a 5-kW solid oxide fuel cell system from the perspectives of cooperative control of thermal safety and high efficiency. Int J Hydrogen Energy 40:456–476CrossRef
Zurück zum Zitat Zheng Z, Petrone R, Péra M C, Hissel D., Becherif M., Pianese C, Yousfi-Steiner N, Sorrentino M (2013) A review on non-model based diagnosis methodologies for PEM fuel cell stacks and systems. Int J Hydrogen Energy 38(21):8914–8926 (July) Zheng Z, Petrone R, Péra M C, Hissel D., Becherif M., Pianese C, Yousfi-Steiner N, Sorrentino M (2013) A review on non-model based diagnosis methodologies for PEM fuel cell stacks and systems. Int J Hydrogen Energy 38(21):8914–8926 (July)
Zurück zum Zitat Zhu Y, Tomsovic K (2002) Development of models for analyzing the load-following performance of microturbines and fuel cells. Electr Power Syst Res 62:1–11CrossRef Zhu Y, Tomsovic K (2002) Development of models for analyzing the load-following performance of microturbines and fuel cells. Electr Power Syst Res 62:1–11CrossRef
Metadaten
Titel
Introduction
verfasst von
Dario Marra
Cesare Pianese
Pierpaolo Polverino
Marco Sorrentino
Copyright-Jahr
2016
Verlag
Springer London
DOI
https://doi.org/10.1007/978-1-4471-5658-1_1