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Energy consumption and emission projection for the road transport sector in Malaysia: an application of the LEAP model

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Abstract

This study has attempted to estimate the energy consumption and emission of pollutants namely carbon dioxide (CO2), carbon monoxide (CO), nitrogen oxides (NOx) and non-methane volatile organic compounds (NMVOC) from the road transport sector in Malaysia from the year 2012 till 2040. This was done using the long-range energy alternatives planning (LEAP) model. Estimates of energy consumption and emissions were evaluated and analysed under a business-as-usual scenario and three other alternative fuel policy scenarios of biodiesel vehicles (BIO), natural gas vehicles (NGV) and hybrid electric vehicles (HEV). The aim of this study has been to identify the potential alternative fuel policies that would be effective in reducing the future growth of road transport energy consumption and emission in Malaysia. Results indicate that the NGV scenario contributes towards the highest reduction in road transport energy consumption followed by BIO and HEV. The NGV scenario also achieves highest mitigation of emission of all the four pollutants. In the case of CO2 emission, BIO scenario attains second highest mitigation, whereas in the event of CO, NOx and NMVOC emission, HEV scenario achieves second highest mitigation.

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References

  • Ahanchian, M., & Biona, J. B. M. (2014). Energy demand, emissions forecasts and mitigation strategies modeled over a medium-range horizon: The case of the land transportation sector in Metro Manila. Energy Policy, 66, 615–629.

    Article  CAS  Google Scholar 

  • Aizura, A. B., Mahlia, T. M. I., & Masjuki, H. H. (2010). Potential fuel savings and emissions reduction from fuel economy standards implementation for motor-vehicles. Clean Technologies and Environmental Policy, 12(3), 255–263.

    Article  CAS  Google Scholar 

  • Al-Mofleh, A., Taib, S., & Salah, W. A. (2010). Malaysian energy demand and emissions from the transportation sector. Transport, 25(4), 448–453.

    Article  Google Scholar 

  • Dhakal, S. (2003). Implications of transportation policies on energy and environment in Kathmandu Valley, Nepal. Energy Policy, 31(14), 1493–1507.

    Article  Google Scholar 

  • Dorado, M. P., Ballesteros, E., Arnal, J. M., Gomez, J., & Lopez, F. J. (2003). Exhaust emissions from a Diesel engine fueled with transesterified waste olive oil. Fuel, 82(11), 1311–1315.

    Article  CAS  Google Scholar 

  • Eastern Research Group, Inc. (2007). Emission factors for priority biofuels in Minnesota. North Carolina: Eastern Research Group, Inc.

    Google Scholar 

  • Energy Commission. (2014). Malaysia energy statistics handbook 2014. http://meih.st.gov.my/documents/10620/adcd3a01-1643-4c72-bbd7-9bb649b206ee. Accessed 7 May 2015.

  • Hashim, H., & Ho, W. S. (2011). Renewable energy policies and initiatives for a sustainable energy future in Malaysia. Renewable and Sustainable Energy Reviews, 15(9), 4780–4787.

    Article  Google Scholar 

  • Hoekman, S. K., & Robbins, C. (2012). Review of the effects of biodiesel on NOx emissions. Fuel Processing Technology, 96, 237–249.

    Article  CAS  Google Scholar 

  • International Energy Agency. (2010). The contribution of natural gas vehicles to sustainable transport. https://www.iea.org/publications/freepublications/publication/natural_gas_vehicles.pdf. Accessed 6 Oct 2013.

  • International Energy Agency. (2013). CO2 emissions from fuel combustion highlights. Paris: International Energy Agency.

  • International Transport Forum. (2010). Reducing transport greenhouse gas emissions: Trends and data 2010. Leipzig: International Transport Forum.

  • IPCC Emission Factor Database. (2013). http://www.ipcc-nggip.iges.or.jp/EFDB/find_ef.php. Accessed 6 Oct 2013.

  • Jacobsen, H., & Blarke, M. (2007). LEAP: Reference scenario assumptions and results (Revised-May 2005). Risø National Laboratory.

  • Jahirul, M. I., Masjuki, H. H., Saidur, R., Kalam, M. A., Jayed, M. H., & Wazed, M. A. (2010). Comparative engine performance and emission analysis of CNG and gasoline in a retrofitted car engine. Applied Thermal Engineering, 30(14), 2219–2226.

    Article  CAS  Google Scholar 

  • Kahn Ribeiro, S., Kobayashi, S., Beuthe, M., Gasca, J., Greene, D., Lee, D. S., Muromachi, Y., Newton, P. J., Plotkin, S., Sperling, D., Wit, R., & Zhou, P. J. (2007). Transport and its infrastructure. In B. Metz, O. R. Davidson, P. R. Bosch, R. Dave & L. A. Meyer (Eds.), Climate change 2007: Mitigation (pp. 323–385). Cambridge: Cambridge University Press.

  • Kalam, M. A., & Masjuki, H. H. (2002). Biodiesel from palmoil: An analysis of its properties and potential. Biomass and Bioenergy, 23(6), 471–479.

    Article  CAS  Google Scholar 

  • Kasipillai, J., & Chan, P. (2008). Travel demand management: Lessons for Malaysia. Journal of Public Transportation, 11(3), 41–55.

    Article  Google Scholar 

  • Kok, C. (2015). Govt reveals M’sia net importer of crude oil, petroleum products since 2014. The Star Online. http://www.thestar.com.my/Business/Business-News/2015/01/21/Clearing-the-air-Treasury-sec-gen-Malaysia-net-importer-of-crude-oil-petroleum-products-since-2014/?style=biz. Accessed 4 May 2015. 

  • Korakianitis, T., Namasivayam, A. M., & Crookes, R. J. (2011). Natural-gas fueled spark-ignition (SI) and compression-ignition (CI) engine performance and emissions. Progress in Energy and Combustion Science, 37(1), 89–112.

    Article  CAS  Google Scholar 

  • Lapuerta, M., Armas, O., Ballesteros, R., & Fernández, J. (2005). Diesel emissions from biofuels derived from Spanish potential vegetable oils. Fuel, 84(6), 773–780.

    Article  CAS  Google Scholar 

  • Lim, S., & Teong, L. K. (2010). Recent trends, opportunities and challenges of biodiesel in Malaysia: An overview. Renewable and Sustainable Energy Reviews, 14(3), 938–954.

    Article  CAS  Google Scholar 

  • Mahlia, T. M. I., Saidur, R., Memon, L. A., Zulkifli, N. W. M., & Masjuki, H. H. (2010). A review on fuel economy standard for motor vehicles with the implementation possibilities in Malaysia. Renewable and Sustainable Energy Reviews14(9), 3092–3099.

  • Ministry of Energy, Green Technology and Water. (2012). National Energy Balance 2012. http://meih.st.gov.my/documents/10620/717f207d-1308-4d2c-b5e1-9f84b24d2e0b. Accessed 6 Oct 2013.

  • Ministry of International Trade and Industry. (2009). Review of National Automotive Policy. http://www.maa.org.my/pdf/MEDIA_RELEASE_NAP_Media_281009.pdf. Accessed 6 Oct 2013.

  • Ministry of International Trade and Industry. (2012). Hybrid & electric vehicles to contribute 10 per cent to TIV in 2020. http://www.miti.gov.my/cms/content.jsp?id=com.tms.cms.article.Article_1587021f-c0a81573-1e461e46-fab99b3f. Accessed 3 May 2015.

  • Ministry of Natural Resources and Environment Malaysia. (2011). Second National Communication to the UNFCCC. http://www.nre.gov.my/Malay/Alam-Sekitar/Documents/Penerbitan/SECOND%20NATIONAL%20COMMUNICATION%20TO%20THE%20UNFCCC%20(NC2).pdf. Accessed 6 Oct 2013.

  • Ministry of Transport Malaysia, Land Statistics. (2013). http://www.mot.gov.my/en/Statistics/Pages/Land.aspx. Accessed 6 Oct 2013.

  • Mohamad, J., & Kiggundu, A. T. (2007). The rise of the private car in Kuala Lumpurm, Malaysia. IATSS Research, 31(1), 69.

    Article  Google Scholar 

  • Mustapa, S. I., Sin, T. C., & Peng, L. Y. (2011). Energy efficient pathways for the transportation sector in Malaysia. In 5th International Conference on ISO & TQM (15-ICIT), UniversitiTenagaNasional, Kajang.

  • Nagaraju, V., Henein, N., Quader, A., Wu, M., & Bryzik, W. (2008). Effect of biodiesel (B-20) on performance and emissions in a single cylinder HSDI diesel engine (No. 2008-01-1401). SAE Technical Paper.

  • Ong, H. C., Mahlia, T. M. I., & Masjuki, H. H. (2011). A review on emissions and mitigation strategies for road transport in Malaysia. Renewable and Sustainable Energy Reviews, 15(8), 3516–3522.

    Article  CAS  Google Scholar 

  • Ong, H. C., Mahlia, T. M. I., & Masjuki, H. H. (2012). A review on energy pattern and policy for transportation sector in Malaysia. Renewable and Sustainable Energy Reviews, 16(1), 532–542.

    Article  Google Scholar 

  • Pakiam, R. (2014). Malaysia delays full implementation of B5 biodiesel mandate. Bloomberg business. http://www.bloomberg.com/news/articles/2014-08-06/malaysia-says-full-implementation-of-biodiesel-mandate-delayed. Accessed 24 Oct 2014.

  • Saisirirat, P., Chollacoop, N., Tongroon, M., Laoonual, Y., & Pongthanaisawan, J. (2013). Scenario analysis of electric vehicle technology penetration in Thailand: Comparisons of required electricity with power development plan and projections of fossil fuel and greenhouse gas reduction. Energy Procedia, 34, 459–470.

    Article  Google Scholar 

  • Samaras, C., & Meisterling, K. (2008). Life cycle assessment of greenhouse gas emissions from plug-in hybrid vehicles: implications for policy. Environmental Science and Technology, 42(9), 3170–3176.

    Article  CAS  Google Scholar 

  • Samaras, Z., et al. (1998). Methodologies for estimating air pollutant emissions from transport. Thessaloniki: Aristotle University.

    Google Scholar 

  • Shabbir, R., & Ahmad, S. S. (2010). Monitoring urban transport air pollution and energy demand in Rawalpindi and Islamabad using leap model. Energy, 35(5), 2323–2332.

    Article  CAS  Google Scholar 

  • Stockholm Environment Institute. (2011) Long-range energy alternatives planning system, user guide. http://www.energycommunity.org/documents/LEAP2011UserGuideEnglish.pdf. Accessed 6 Oct 2013.

  • Timilsina, G. R., & Dulal, H. B. (2011). Urban road transportation externalities: costs and choice of policy instruments. The World Bank Research Observer, 26(1), 162–191.

    Article  Google Scholar 

  • U.S. Energy Information Administration. (2014). Malaysia’s key energy statistics. http://www.eia.gov/beta/international/country.cfm?iso=MYS. Accessed 7 May 2015.

  • World Bank Data. (2014) http://data.worldbank.org/. Accessed 7 Nov 2014.

  • Zhang, Q., Tian, W., Zheng, Y., & Zhang, L. (2010). Fuel consumption from vehicles of China until 2030 in energy scenarios. Energy Policy, 38(11), 6860–6867.

    Article  Google Scholar 

Download references

Acknowledgments

The authors are thankful for the research grants ‘Long-Term Research Grant Scheme (LRGS)’ under the Ministry of Education, Malaysia (Project Code: LRGS/TD/2011/UKM/PG/02) and ‘Research development Fund/Dana embangunan enyelidikan TJ’ (DPP-2013-144).

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Correspondence to Musharrat Azam.

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Azam, M., Othman, J., Begum, R.A. et al. Energy consumption and emission projection for the road transport sector in Malaysia: an application of the LEAP model. Environ Dev Sustain 18, 1027–1047 (2016). https://doi.org/10.1007/s10668-015-9684-4

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