IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v171y2023ics1364032122008632.html
   My bibliography  Save this article

Hybridizing solid oxide fuel cells with internal combustion engines for power and propulsion systems: A review

Author

Listed:
  • Chehrmonavari, Hamed
  • Kakaee, Amirhasan
  • Hosseini, Seyed Ehsan
  • Desideri, Umberto
  • Tsatsaronis, George
  • Floerchinger, Gus
  • Braun, Robert
  • Paykani, Amin

Abstract

There has been a growing demand to develop new energy conversion devices with high efficiency and very low emissions for both power and propulsion applications in response to the net zero-carbon emission targets by 2050. Among these technologies, solid oxide fuel cells (SOFCs) have received attention due to their high electrical efficiency (above 60%), fuel flexibility, low-emission, and high-grade waste heat, which makes them particularly suitable for a large number of applications for power and propulsion systems. The higher operating temperatures make SOFCs suitable candidates for integration with an additional power generation device such as an internal combustion engine (ICE) by (a) using the residual fuel of the anode off-gas in the engine, which further increases overall system efficiency to values exceeding 70%, (b) decreasing combustion inefficiencies and (c) increasing waste heat recovery. This paper reviews the published work on hybrid SOFC-ICE systems considering various configurations. It has been found that integrated SOFC-ICE systems are promising candidates over conventional engines and stand-alone SOFCs to be used in stationary power generation and heavy-duty applications (e.g., marine and locomotive propulsion systems). The discussion of the present review paper provides useful insights for future research on hybrid electrochemical-combustion processes for power and propulsion systems.

Suggested Citation

  • Chehrmonavari, Hamed & Kakaee, Amirhasan & Hosseini, Seyed Ehsan & Desideri, Umberto & Tsatsaronis, George & Floerchinger, Gus & Braun, Robert & Paykani, Amin, 2023. "Hybridizing solid oxide fuel cells with internal combustion engines for power and propulsion systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 171(C).
  • Handle: RePEc:eee:rensus:v:171:y:2023:i:c:s1364032122008632
    DOI: 10.1016/j.rser.2022.112982
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032122008632
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.rser.2022.112982?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Sapra, Harsh & Stam, Jelle & Reurings, Jeroen & van Biert, Lindert & van Sluijs, Wim & de Vos, Peter & Visser, Klaas & Vellayani, Aravind Purushothaman & Hopman, Hans, 2021. "Integration of solid oxide fuel cell and internal combustion engine for maritime applications," Applied Energy, Elsevier, vol. 281(C).
    2. D.F. Chuahy, Flavio & Kokjohn, Sage L., 2019. "Solid oxide fuel cell and advanced combustion engine combined cycle: A pathway to 70% electrical efficiency," Applied Energy, Elsevier, vol. 235(C), pages 391-408.
    3. Azizi, Mohammad Ali & Brouwer, Jacob, 2018. "Progress in solid oxide fuel cell-gas turbine hybrid power systems: System design and analysis, transient operation, controls and optimization," Applied Energy, Elsevier, vol. 215(C), pages 237-289.
    4. Lion, Simone & Michos, Constantine N. & Vlaskos, Ioannis & Rouaud, Cedric & Taccani, Rodolfo, 2017. "A review of waste heat recovery and Organic Rankine Cycles (ORC) in on-off highway vehicle Heavy Duty Diesel Engine applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 691-708.
    5. Richardson, David B., 2013. "Electric vehicles and the electric grid: A review of modeling approaches, Impacts, and renewable energy integration," Renewable and Sustainable Energy Reviews, Elsevier, vol. 19(C), pages 247-254.
    6. Eun-Jung Choi & Sangseok Yu & Ji-Min Kim & Sang-Min Lee, 2021. "Model-Based System Performance Analysis of a Solid Oxide Fuel Cell System with Anode Off-Gas Recirculation," Energies, MDPI, vol. 14(12), pages 1-22, June.
    7. Lee, Young Duk & Ahn, Kook Young & Morosuk, Tatiana & Tsatsaronis, George, 2018. "Exergetic and exergoeconomic evaluation of an SOFC-Engine hybrid power generation system," Energy, Elsevier, vol. 145(C), pages 810-822.
    8. Gainey, Brian & Lawler, Benjamin, 2021. "A fuel cell free piston gas turbine hybrid architecture for high-efficiency, load-flexible power generation," Applied Energy, Elsevier, vol. 283(C).
    9. Joshua A. Wilson & Yudong Wang & John Carroll & Jonathan Raush & Gene Arkenberg & Emir Dogdibegovic & Scott Swartz & David Daggett & Subhash Singhal & Xiao-Dong Zhou, 2022. "Hybrid Solid Oxide Fuel Cell/Gas Turbine Model Development for Electric Aviation," Energies, MDPI, vol. 15(8), pages 1-16, April.
    10. Aghaali, Habib & Ångström, Hans-Erik, 2015. "A review of turbocompounding as a waste heat recovery system for internal combustion engines," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 813-824.
    11. Kang, Sanggyu & Ahn, Kook-Young, 2017. "Dynamic modeling of solid oxide fuel cell and engine hybrid system for distributed power generation," Applied Energy, Elsevier, vol. 195(C), pages 1086-1099.
    12. Kang, Sanggyu & Lee, Kanghun & Yu, Sangseok & Lee, Sang Min & Ahn, Kook-Young, 2014. "Development of a coupled reactor with a catalytic combustor and steam reformer for a 5kW solid oxide fuel cell system," Applied Energy, Elsevier, vol. 114(C), pages 114-123.
    13. Belgiorno, Giacomo & Dimitrakopoulos, Nikolaos & Di Blasio, Gabriele & Beatrice, Carlo & Tunestål, Per & Tunér, Martin, 2018. "Effect of the engine calibration parameters on gasoline partially premixed combustion performance and emissions compared to conventional diesel combustion in a light-duty Euro 6 engine," Applied Energy, Elsevier, vol. 228(C), pages 2221-2234.
    14. Paulina Pianko-Oprych & S. M. Hosseini, 2017. "Dynamic Analysis of Load Operations of Two-Stage SOFC Stacks Power Generation System," Energies, MDPI, vol. 10(12), pages 1-21, December.
    15. İnci, Mustafa & Büyük, Mehmet & Demir, Mehmet Hakan & İlbey, Göktürk, 2021. "A review and research on fuel cell electric vehicles: Topologies, power electronic converters, energy management methods, technical challenges, marketing and future aspects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 137(C).
    16. Pepermans, G. & Driesen, J. & Haeseldonckx, D. & Belmans, R. & D'haeseleer, W., 2005. "Distributed generation: definition, benefits and issues," Energy Policy, Elsevier, vol. 33(6), pages 787-798, April.
    17. Choi, Wonjae & Kim, Jaehyun & Kim, Yongtae & Kim, Seonyeob & Oh, Sechul & Song, Han Ho, 2018. "Experimental study of homogeneous charge compression ignition engine operation fuelled by emulated solid oxide fuel cell anode off-gas," Applied Energy, Elsevier, vol. 229(C), pages 42-62.
    18. Kim, Young Sang & Lee, Young Duk & Ahn, Kook Young, 2020. "System integration and proof-of-concept test results of SOFC–engine hybrid power generation system," Applied Energy, Elsevier, vol. 277(C).
    19. Kim, Jaehyun & Kim, Yongtae & Choi, Wonjae & Ahn, Kook Young & Song, Han Ho, 2020. "Analysis on the operating performance of 5-kW class solid oxide fuel cell-internal combustion engine hybrid system using spark-assisted ignition," Applied Energy, Elsevier, vol. 260(C).
    20. Ouyang, Tiancheng & Zhao, Zhongkai & Wang, Zhiping & Zhang, Mingliang & Liu, Benlong, 2021. "A high-efficiency scheme for waste heat harvesting of solid oxide fuel cell integrated homogeneous charge compression ignition engine," Energy, Elsevier, vol. 229(C).
    21. Chen, Hao & Yang, Chen & Zhou, Nana & Farida Harun, Nor & Oryshchyn, Danylo & Tucker, David, 2020. "High efficiencies with low fuel utilization and thermally integrated fuel reforming in a hybrid solid oxide fuel cell gas turbine system," Applied Energy, Elsevier, vol. 272(C).
    22. Fayaz, H. & Saidur, R. & Razali, N. & Anuar, F.S. & Saleman, A.R. & Islam, M.R., 2012. "An overview of hydrogen as a vehicle fuel," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(8), pages 5511-5528.
    23. Koo, Taehyung & Kim, Young Sang & Lee, Young Duk & Yu, Sangseok & Lee, Dong Keun & Ahn, Kook Young, 2021. "Exergetic evaluation of operation results of 5-kW-class SOFC-HCCI engine hybrid power generation system," Applied Energy, Elsevier, vol. 295(C).
    24. Xiao, Gang & Yang, Tianfeng & Liu, Huanlei & Ni, Dong & Ferrari, Mario Luigi & Li, Mingchun & Luo, Zhongyang & Cen, Kefa & Ni, Mingjiang, 2017. "Recuperators for micro gas turbines: A review," Applied Energy, Elsevier, vol. 197(C), pages 83-99.
    25. Cinti, Giovanni & Desideri, Umberto, 2015. "SOFC fuelled with reformed urea," Applied Energy, Elsevier, vol. 154(C), pages 242-253.
    26. Zhu, Sipeng & Akehurst, Sam & Lewis, Andrew & Yuan, Hao, 2022. "A review of the pre-chamber ignition system applied on future low-carbon spark ignition engines," Renewable and Sustainable Energy Reviews, Elsevier, vol. 154(C).
    27. Paykani, Amin & Garcia, Antonio & Shahbakhti, Mahdi & Rahnama, Pourya & Reitz, Rolf D., 2021. "Reactivity controlled compression ignition engine: Pathways towards commercial viability," Applied Energy, Elsevier, vol. 282(PA).
    28. Das, Himadry Shekhar & Tan, Chee Wei & Yatim, A.H.M., 2017. "Fuel cell hybrid electric vehicles: A review on power conditioning units and topologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 268-291.
    29. Lecompte, Steven & Huisseune, Henk & van den Broek, Martijn & Vanslambrouck, Bruno & De Paepe, Michel, 2015. "Review of organic Rankine cycle (ORC) architectures for waste heat recovery," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 448-461.
    30. Xu, Bin & Rathod, Dhruvang & Yebi, Adamu & Filipi, Zoran & Onori, Simona & Hoffman, Mark, 2019. "A comprehensive review of organic rankine cycle waste heat recovery systems in heavy-duty diesel engine applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 107(C), pages 145-170.
    31. Chai, Wai Siong & Bao, Yulei & Jin, Pengfei & Tang, Guang & Zhou, Lei, 2021. "A review on ammonia, ammonia-hydrogen and ammonia-methane fuels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 147(C).
    32. Atakan, Burak & Kaiser, Sebastian A. & Herzler, Jürgen & Porras, Sylvia & Banke, Kai & Deutschmann, Olaf & Kasper, Tina & Fikri, Mustapha & Schießl, Robert & Schröder, Dominik & Rudolph, Charlotte & K, 2020. "Flexible energy conversion and storage via high-temperature gas-phase reactions: The piston engine as a polygeneration reactor," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    33. Choi, Wonjae & Kim, Jaehyun & Kim, Yongtae & Song, Han Ho, 2019. "Solid oxide fuel cell operation in a solid oxide fuel cell–internal combustion engine hybrid system and the design point performance of the hybrid system," Applied Energy, Elsevier, vol. 254(C).
    34. Ma, Shuai & Lin, Meng & Lin, Tzu-En & Lan, Tian & Liao, Xun & Maréchal, François & Van herle, Jan & Yang, Yongping & Dong, Changqing & Wang, Ligang, 2021. "Fuel cell-battery hybrid systems for mobility and off-grid applications: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    35. Hosseini, Seyed Ehsan & Wahid, Mazlan Abdul, 2016. "Hydrogen production from renewable and sustainable energy resources: Promising green energy carrier for clean development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 850-866.
    36. Navid Kousheshi & Mortaza Yari & Amin Paykani & Ali Saberi Mehr & German F. de la Fuente, 2020. "Effect of Syngas Composition on the Combustion and Emissions Characteristics of a Syngas/Diesel RCCI Engine," Energies, MDPI, vol. 13(1), pages 1-19, January.
    37. Li, Yaopeng & Jia, Ming & Chang, Yachao & Kokjohn, Sage L. & Reitz, Rolf D., 2016. "Thermodynamic energy and exergy analysis of three different engine combustion regimes," Applied Energy, Elsevier, vol. 180(C), pages 849-858.
    38. Dimitrova, Zlatina & Maréchal, François, 2017. "Environomic design for electric vehicles with an integrated solid oxide fuel cell (SOFC) unit as a range extender," Renewable Energy, Elsevier, vol. 112(C), pages 124-142.
    39. Zhen, Xudong & Wang, Yang, 2015. "An overview of methanol as an internal combustion engine fuel," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 477-493.
    40. Ran, Zhongnan & Hariharan, Deivanayagam & Lawler, Benjamin & Mamalis, Sotirios, 2020. "Exploring the potential of ethanol, CNG, and syngas as fuels for lean spark-ignition combustion - An experimental study," Energy, Elsevier, vol. 191(C).
    41. Collins, Jeffrey M. & McLarty, Dustin, 2020. "All-electric commercial aviation with solid oxide fuel cell-gas turbine-battery hybrids," Applied Energy, Elsevier, vol. 265(C).
    42. Li, Yaopeng & Jia, Ming & Kokjohn, Sage L. & Chang, Yachao & Reitz, Rolf D., 2018. "Comprehensive analysis of exergy destruction sources in different engine combustion regimes," Energy, Elsevier, vol. 149(C), pages 697-708.
    43. Wu, Zhen & Zhu, Pengfei & Yao, Jing & Zhang, Shengan & Ren, Jianwei & Yang, Fusheng & Zhang, Zaoxiao, 2020. "Combined biomass gasification, SOFC, IC engine, and waste heat recovery system for power and heat generation: Energy, exergy, exergoeconomic, environmental (4E) evaluations," Applied Energy, Elsevier, vol. 279(C).
    44. Madurai Elavarasan, Rajvikram & Pugazhendhi, Rishi & Irfan, Muhammad & Mihet-Popa, Lucian & Khan, Irfan Ahmad & Campana, Pietro Elia, 2022. "State-of-the-art sustainable approaches for deeper decarbonization in Europe – An endowment to climate neutral vision," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    45. Rahnama, Pourya & Paykani, Amin & Reitz, Rolf D., 2017. "A numerical study of the effects of using hydrogen, reformer gas and nitrogen on combustion, emissions and load limits of a heavy duty natural gas/diesel RCCI engine," Applied Energy, Elsevier, vol. 193(C), pages 182-198.
    46. Mahmoudzadeh Andwari, Amin & Pesiridis, Apostolos & Rajoo, Srithar & Martinez-Botas, Ricardo & Esfahanian, Vahid, 2017. "A review of Battery Electric Vehicle technology and readiness levels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 414-430.
    47. Papadis, Elisa & Tsatsaronis, George, 2020. "Challenges in the decarbonization of the energy sector," Energy, Elsevier, vol. 205(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Petronilla Fragiacomo & Francesco Piraino & Matteo Genovese & Orlando Corigliano & Giuseppe De Lorenzo, 2023. "Experimental Activities on a Hydrogen-Powered Solid Oxide Fuel Cell System and Guidelines for Its Implementation in Aviation and Maritime Sectors," Energies, MDPI, vol. 16(15), pages 1-25, July.
    2. Kai Wang & Robert Spatschek, 2023. "Phase Field Study of Cr-Oxide Growth Kinetics in the Crofer 22 APU Alloy Supported by Wagner’s Theory," Energies, MDPI, vol. 16(8), pages 1-11, April.
    3. Nadaleti, Willian Cézar & Cardozo, Emanuélle & Bittencourt Machado, Jones & Maximilla Pereira, Peterson & Costa dos Santos, Maele & Gomes de Souza, Eduarda & Haertel, Paula & Kunde Correa, Erico & Vie, 2023. "Hydrogen and electricity potential generation from rice husks and persiculture biomass in Rio Grande do Sul, Brazil," Renewable Energy, Elsevier, vol. 216(C).
    4. Iliya Krastev Iliev & Antonina Andreevna Filimonova & Andrey Alexandrovich Chichirov & Natalia Dmitrievna Chichirova & Alexander Vadimovich Pechenkin & Artem Sergeevich Vinogradov, 2023. "Theoretical and Experimental Studies of Combined Heat and Power Systems with SOFCs," Energies, MDPI, vol. 16(4), pages 1-17, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Koo, Taehyung & Kim, Young Sang & Lee, Young Duk & Yu, Sangseok & Lee, Dong Keun & Ahn, Kook Young, 2021. "Exergetic evaluation of operation results of 5-kW-class SOFC-HCCI engine hybrid power generation system," Applied Energy, Elsevier, vol. 295(C).
    2. Sapra, Harsh & Stam, Jelle & Reurings, Jeroen & van Biert, Lindert & van Sluijs, Wim & de Vos, Peter & Visser, Klaas & Vellayani, Aravind Purushothaman & Hopman, Hans, 2021. "Integration of solid oxide fuel cell and internal combustion engine for maritime applications," Applied Energy, Elsevier, vol. 281(C).
    3. Cho, Mingyu & Kim, Yongtae & Ho Song, Han, 2022. "Solid oxide fuel cell–internal combustion engine hybrid system utilizing an internal combustion engine for anode off-gas recirculation, external reforming, and additional power generation," Applied Energy, Elsevier, vol. 328(C).
    4. Kim, Young Sang & Lee, Young Duk & Ahn, Kook Young, 2020. "System integration and proof-of-concept test results of SOFC–engine hybrid power generation system," Applied Energy, Elsevier, vol. 277(C).
    5. Kim, Jaehyun & Kim, Yongtae & Choi, Wonjae & Ahn, Kook Young & Song, Han Ho, 2020. "Analysis on the operating performance of 5-kW class solid oxide fuel cell-internal combustion engine hybrid system using spark-assisted ignition," Applied Energy, Elsevier, vol. 260(C).
    6. Gainey, Brian & Lawler, Benjamin, 2021. "A fuel cell free piston gas turbine hybrid architecture for high-efficiency, load-flexible power generation," Applied Energy, Elsevier, vol. 283(C).
    7. Dehghan, Ali Reza & Fanaei, Mohammad Ali & Panahi, Mehdi, 2022. "Economic plantwide control of a hybrid solid oxide fuel cell - gas turbine system," Applied Energy, Elsevier, vol. 328(C).
    8. Koo, Taehyung & Kim, Young Sang & Lee, Dongkeun & Yu, Sangseok & Lee, Young Duk, 2021. "System simulation and exergetic analysis of solid oxide fuel cell power generation system with cascade configuration," Energy, Elsevier, vol. 214(C).
    9. Guo, Xinru & Guo, Yumin & Wang, Jiangfeng & Meng, Xin & Deng, Bohao & Wu, Weifeng & Zhao, Pan, 2023. "Thermodynamic analysis of a novel combined heating and power system based on low temperature solid oxide fuel cell (LT-SOFC) and high temperature proton exchange membrane fuel cell (HT-PEMFC)," Energy, Elsevier, vol. 284(C).
    10. Montazerinejad, H. & Eicker, U., 2022. "Recent development of heat and power generation using renewable fuels: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 165(C).
    11. Li, Xiaoya & Xu, Bin & Tian, Hua & Shu, Gequn, 2021. "Towards a novel holistic design of organic Rankine cycle (ORC) systems operating under heat source fluctuations and intermittency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 147(C).
    12. Ma, Shuai & Lin, Meng & Lin, Tzu-En & Lan, Tian & Liao, Xun & Maréchal, François & Van herle, Jan & Yang, Yongping & Dong, Changqing & Wang, Ligang, 2021. "Fuel cell-battery hybrid systems for mobility and off-grid applications: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    13. Paykani, Amin & Garcia, Antonio & Shahbakhti, Mahdi & Rahnama, Pourya & Reitz, Rolf D., 2021. "Reactivity controlled compression ignition engine: Pathways towards commercial viability," Applied Energy, Elsevier, vol. 282(PA).
    14. Rami Y. Dahham & Haiqiao Wei & Jiaying Pan, 2022. "Improving Thermal Efficiency of Internal Combustion Engines: Recent Progress and Remaining Challenges," Energies, MDPI, vol. 15(17), pages 1-60, August.
    15. David Diskin & Leonid Tartakovsky, 2020. "Efficiency at Maximum Power of the Low-Dissipation Hybrid Electrochemical–Otto Cycle," Energies, MDPI, vol. 13(15), pages 1-10, August.
    16. Choi, Wonjae & Kim, Jaehyun & Kim, Yongtae & Song, Han Ho, 2019. "Solid oxide fuel cell operation in a solid oxide fuel cell–internal combustion engine hybrid system and the design point performance of the hybrid system," Applied Energy, Elsevier, vol. 254(C).
    17. Choi, Wonjae & Song, Han Ho, 2020. "Composition-considered Woschni heat transfer correlation: Findings from the analysis of over-expected engine heat losses in a solid oxide fuel cell–internal combustion engine hybrid system," Energy, Elsevier, vol. 203(C).
    18. Hoang, Anh Tuan, 2018. "Waste heat recovery from diesel engines based on Organic Rankine Cycle," Applied Energy, Elsevier, vol. 231(C), pages 138-166.
    19. Petronilla Fragiacomo & Francesco Piraino & Matteo Genovese & Orlando Corigliano & Giuseppe De Lorenzo, 2023. "Experimental Activities on a Hydrogen-Powered Solid Oxide Fuel Cell System and Guidelines for Its Implementation in Aviation and Maritime Sectors," Energies, MDPI, vol. 16(15), pages 1-25, July.
    20. Funcke, Simon & Bauknecht, Dierk, 2016. "Typology of centralised and decentralised visions for electricity infrastructure," Utilities Policy, Elsevier, vol. 40(C), pages 67-74.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:rensus:v:171:y:2023:i:c:s1364032122008632. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600126/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.