Abstract
In a context of volatility in the oil price and with the impact of fossil fuels on climate change, the sustainable growth of the aviation is conditioned by the environment, economy and technical efficiency. In order to overcome these issues, new alternative fuels and biofuels could be an alternative to established technologies. In this study, a dynamical competition model for aviation fuel substitution has been developed. Investment and market factors are modeled by the Lotka–Volterra dynamical system for the substitution of fossil by alternative fuels. The model calculates the dynamics of Jet A-1, gas-to-liquid (GtL)/coal-to-liquid (CtL) and biomass-to-liquid (BtL) market shares up to the year 2030. In particular, the model looks at the use of carbon capture sequestration for GtL/CtL and the indirect land use change for BtL. Three main scenarios (high/low environmental incentives and business as usual) based on input data provided by the partners of the FP7 Alfa-Bird Project (2012) consortium were developed in 2012, and according to these scenarios, alternative fuels appeared to be competitive in the near term. Current collapse in oil prices, however, removes one of the key drivers that supported alternative fuel development in recent years: energy scarcity and security concerns, and as a consequence, it delays in this way the competitiveness of alternative fuels with respect to Jet A-1. This has been quantified in the present paper, and the respective conclusions were drawn.
Similar content being viewed by others
Notes
Prospective Outlook on Long-Term Energy Systems.
Abbreviations
- BAU:
-
Business as usual
- BtL:
-
Biomass to liquid
- CCS:
-
Carbon capture sequestration
- cEF-D:
-
Centralized entrained flow gasification
- CSR:
-
Corporate social responsibility
- CtL:
-
Coal to liquid
- DALY:
-
Disability-adjusted life years
- DS:
-
Dry substance
- ETS:
-
Emission trading system
- FAO:
-
Food price index
- FSJF:
-
Fully synthetic jet fuel
- F–T:
-
Fischer–Tropsch
- GDP:
-
Gross domestic product
- GHG:
-
Greenhouse gas
- GLOBIOM:
-
Model of the global forest, agriculture and biomass sectors
- GtL:
-
Gas to liquid
- iLUC:
-
Indirect land use change
- IPCC:
-
Intergovernmental panel for climate change
- JRC:
-
Join research center
- LCA:
-
Life cycle assessment
- LCI:
-
Life cycle inventory
- MCDM:
-
Multi-criteria decision making
- PAF:
-
Potentially affected fraction
- PDF:
-
Potentially disappeared fraction
- POLES:
-
Prospective outlook on long-term energy systems
- SEA:
-
Socioeconomic analysis
- TtW:
-
Tank to wake
- Toe:
-
Tons oil equivalent with 42.6 MJ/kg
- WtT:
-
Well to tank
- WtW:
-
Well to wake
- CAPEx:
-
Capital expenditures, e.g., cost of investment in fixed assets
- ICAO:
-
International Civil Aviation Organization
- GDP:
-
Gross domestic product
- HRJ:
-
Hydroprocessed renewable jet
- HEFA:
-
Hydrotreated esters and fatty acids
- SWAFEA:
-
Sustainable way for alternative fuels and energy for aviation
- Alfa-Bird:
-
Alternative fuels and biofuels for aircraft development
- DREAM:
-
ValiDation of Radical Engine Architecture systeMs
- CFC:
-
Chlorofluorocarbons
- LUC:
-
Land use change
- LCT:
-
Life cycle thinking
- MJ:
-
MegaJoule
- RED:
-
Renewable energy directive
- DLR:
-
Deutsches Zentrum für Luft- und Raumfahrt
- IPCC:
-
Intergovermental panel climate change
- HC:
-
High case
- LC:
-
Low cae
- LVC:
-
Lotka–Volterra competition
- OPEX:
-
Operating expense
- MMBTU:
-
Million British thermal units
- POLES:
-
Prospective outlook on long-term energy systems
References
Alfa-Bird Project (2012) Alternative fuels and biofuels for aircraft development. In: Seventh Framework Programme, Grant Agreement No. ACP7-GA-2008-213266
Blakey S, Rye L, Wilson C (2011) Aviation gas turbine alternative fuels: a review. In: Proceedings of the Combustion Institute, pp 2863–2885
Boerrigter H (2006) Economy of biomass-to-liquids (BtL) plants—an engineering assessment. In: ECN Unit Biomass, Coal and Environmental Research, ECN Project no. 7.5310, Petten, Netherlands
Cheze B (2011) Alfa-Bird D.1.1.2: projection of the fuel market to the mid term (2025) (D09), EU FP7 project Nr. ACP7-GA-2008-213266, Rueil Malmaison, June 2010
Chêze B, Gastineau P, Chevallier J (2011) Forecasting world and regional aviation jet fuel demands to the mid-term. Energy Policy J 39:5147–5158
Christensen D et al (2011). SWAFEA D7.1 & D7.2: Business Case and Implementation Strategies, EU project SWAFEA, Project Nr. Tren/F2/408.2008/SI2.518403/SI2.519012, Schiphol, The Netherlands
deWit M et al (2010) Competition between biofuels: Modeling technological learning and cost reductions over time. Biomass and Bioenergy 34:203–217
EC Directive 2009/28/EC—Directive of the European parliament and of the council of 23 April 2009 on the promotion of the use of energy from renewable sources and amending and subsequently repealing Directives 2001/77/EC and 2003/30/EC
Gough C, McLachlan C, Shackley S (2004) The public perceptions of carbon capture and storage. Tyndall centre working paper 44. Tyndall Centre for Climate Change Research, University of East Anglia, UK
Havlik P et al (2011) Global land-use implications of first and second generation biofuel targets. Energy Policy 39(10):5690–5702
International Aviation Organization (ICAO) (2013) The challenges for the development and deployment of sustainable alternative fuels in aviation. Outcomes of ICAO’S Sustaf experts group, Montreal
International Civil Aviation Organization (ICAO) (2013) Environmental report, Montreal, Canada
Lagi M et al (2011) The food crises: a quantitative model of food prices including speculators and ethanol conversion. http://necsi.edu, http://necsi.edu/research/social/foodprices.html. Accessed on 1 Nov 2013
Lotka AJ (1956) Elements of physical biology. Dover Publication, New York
Marion P (2011) Alfa-Bird: economical evaluation—inputs from IFPEn, EU FP7 project Nr. ACP7-GA-2008-213266, Rueil-Malmaison, France
Morris SA, Pratt D (2003) Analysis of the Lotka–Volterra competition equations as a technological substitution model. Technol Forecast Soc Chang 70:103–133
Pistorius CWI, Utterback JM (1996) A Lotka–Volterra model for multi-mode technological interaction: modeling competition, symbiosis and predator-prey modes. In: Proceeding of the fifth international conference on management of technology, pp 61–70
Pistorius CWI, Utterback JM (1996) A Lotka–Volterra model for multi-mode technological interaction: modeling competition, symbiosis and predator-prey modes. In: Fifth international conference on management of technology, Miami, pp 61–70, 27 Feb–1 Mar 1996
Rogers EM (1983) Diffusion of innovations, 3rd edn. Free Press, New York
Wisner R (2012) Drop-in fuels: are they the next phase of biofuels development? AgMRC Renewable Energy and Climate Change Newsletter. http://www.agmrc.org/renewable_energy/biofuelsbiorefining_general/drop-in-fuels-are-they-the-next-phase-of-biofuels-development/. Accessed 1 Nov 2013
World Bank Group (2015) Commodity markets outlook, a World Bank quarterly report, January 2015
World Economic Forum (WEF) (2013) Policies and collaborative partnership for sustainable aviation, Geneva, Switzerland
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Jovanović, A.S., Klimek, P. & Quintero, F.A. Forecast for the use of alternative fuels in aviation under environmental constraints and volatile market conditions. Environ Syst Decis 35, 521–531 (2015). https://doi.org/10.1007/s10669-015-9573-2
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10669-015-9573-2