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Incorporating travel behaviour and travel time into TIMES energy system models

Author

Listed:
  • Daly, Hannah E.
  • Ramea, Kalai
  • Chiodi, Alessandro
  • Yeh, Sonia
  • Gargiulo, Maurizio
  • Gallachóir, Brian Ó

Abstract

Achieving ambitious climate change mitigation targets clearly requires a focus on transport that should include changes in travel behaviour in addition to increased vehicle efficiency and low-carbon fuels. Most available energy/economy/environment/engineering (E4) modelling tools focus however on technology and fuel switching and tend to poorly incorporate mitigation options from travel behaviour, and in particular, switching between modes is not an option. This paper describes a novel methodology for incorporating competition between private cars, buses and trains in a least-cost linear optimisation E4 model, called TIMES. This is achieved by imposing a constraint on overall travel time in the system, which represents the empirically observed fixed travel time budget (TTB) of individuals, and introducing a cost for infrastructural investments (travel time investment, TTI), which reduces the travel time of public transport. Two case studies from California and Ireland are developed using a simple TIMES model, and results are generated to 2030 for a reference scenario, an investments scenario and a CO2 emissions reduction scenario. The results show that with no travel time constraint, the model chooses public transport exclusively. With a travel time constraint, mode choice is determined by income and investment cost assumptions, and the level of CO2 constraint, with greater levels of public transport in the mitigation scenario. At low travel investment cost, new rail is introduced for short distances and increased bus capacity for longer distances. At higher investment costs rail is increasingly chosen for long distances also.

Suggested Citation

  • Daly, Hannah E. & Ramea, Kalai & Chiodi, Alessandro & Yeh, Sonia & Gargiulo, Maurizio & Gallachóir, Brian Ó, 2014. "Incorporating travel behaviour and travel time into TIMES energy system models," Applied Energy, Elsevier, vol. 135(C), pages 429-439.
    • Handle: RePEc:eee:appene:v:135:y:2014:i:c:p:429-439
    DOI: 10.1016/j.apenergy.2014.08.051
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    1. Bristow, Abigail L. & Tight, Miles & Pridmore, Alison & May, Anthony D., 2008. "Developing pathways to low carbon land-based passenger transport in Great Britain by 2050," Energy Policy, Elsevier, vol. 36(9), pages 3427-3435, September.
    2. Pietzcker, Robert C. & Longden, Thomas & Chen, Wenying & Fu, Sha & Kriegler, Elmar & Kyle, Page & Luderer, Gunnar, 2014. "Long-term transport energy demand and climate policy: Alternative visions on transport decarbonization in energy-economy models," Energy, Elsevier, vol. 64(C), pages 95-108.
    3. Bergin, Adele & Conefrey, Thomas & FitzGerald, John & Kearney, Ide, 2010. "Recovery Scenarios for Ireland: An Update," Forecasting Report, Economic and Social Research Institute (ESRI), number jacb201051, march.
    4. Fulton, Lew & Cazzola, Pierpaolo & Cuenot, François, 2009. "IEA Mobility Model (MoMo) and its use in the ETP 2008," Energy Policy, Elsevier, vol. 37(10), pages 3758-3768, October.
    5. Schafer, Andreas & Victor, David G., 2000. "The future mobility of the world population," Transportation Research Part A: Policy and Practice, Elsevier, vol. 34(3), pages 171-205, April.
    6. Horne, Matt & Jaccard, Mark & Tiedemann, Ken, 2005. "Improving behavioral realism in hybrid energy-economy models using discrete choice studies of personal transportation decisions," Energy Economics, Elsevier, vol. 27(1), pages 59-77, January.
    7. Girod, Bastien & van Vuuren, Detlef P. & Deetman, Sebastiaan, 2012. "Global travel within the 2°C climate target," Energy Policy, Elsevier, vol. 45(C), pages 152-166.
    8. Strachan, Neil & Pye, Steve & Kannan, Ramachandran, 2009. "The iterative contribution and relevance of modelling to UK energy policy," Energy Policy, Elsevier, vol. 37(3), pages 850-860, March.
    9. Daly, Hannah E. & Ó Gallachóir, Brian P., 2011. "Modelling future private car energy demand in Ireland," Energy Policy, Elsevier, vol. 39(12), pages 7815-7824.
    10. Girod, Bastien & van Vuuren, Detlef P. & de Vries, Bert, 2013. "Influence of travel behavior on global CO2 emissions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 50(C), pages 183-197.
    11. Johansson, Bengt, 2009. "Will restrictions on CO2 emissions require reductions in transport demand?," Energy Policy, Elsevier, vol. 37(8), pages 3212-3220, August.
    12. Chiodi, Alessandro & Gargiulo, Maurizio & Deane, J.P. & Lavigne, Denis & Rout, Ullash K. & Ó Gallachóir, Brian P., 2013. "Modelling the impacts of challenging 2020 non-ETS GHG emissions reduction targets on Ireland′s energy system," Energy Policy, Elsevier, vol. 62(C), pages 1438-1452.
    13. Hickman, Robin & Banister, David, 2007. "Looking over the horizon: Transport and reduced CO2 emissions in the UK by 2030," Transport Policy, Elsevier, vol. 14(5), pages 377-387, September.
    14. Bastien Girod & Detlef Vuuren & Maria Grahn & Alban Kitous & Son Kim & Page Kyle, 2013. "Climate impact of transportation A model comparison," Climatic Change, Springer, vol. 118(3), pages 595-608, June.
    15. Henri-David Waisman & Celine Guivarch & Franck Lecocq, 2013. "The transportation sector and low-carbon growth pathways: modelling urban, infrastructure, and spatial determinants of mobility," Climate Policy, Taylor & Francis Journals, vol. 13(sup01), pages 106-129, March.
    16. Bergin, Adele & Conefrey, Thomas & FitzGerald, John & Kearney, Ide, 2009. "Recovery Scenarios for Ireland," Research Series, Economic and Social Research Institute (ESRI), number RS007.
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