E3S Web of Conferences (Jan 2022)

Energy Consumption in the Transport Sector: Trends and Forecast Estimates in Morocco

  • Oubnaki Hasnaa,
  • Haouraji Charifa,
  • Mounir Badia,
  • Mounir Ilham,
  • Farchi Abdelmajid

DOI
https://doi.org/10.1051/e3sconf/202233600078
Journal volume & issue
Vol. 336
p. 00078

Abstract

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The increase in energy consumption in the transport sector in Morocco makes it necessary to develop reliable energy demand forecasting models. Thus, in this study, five mathematical models were selected to estimate the energy demand of this sector using regression methods for the next ten years. In the development of the models, the gross domestic product, population, vehicle fleet on the road, vehicle registration, activity rate by gender and category, and the rate of working women were taken as parameters. Historical data from 1990 to 2014 were used for the training and testing phases of the models. Using the Partial Least Squares Regression method, the energy consumption in the transport sector is about 8095.49 Ktoe in 2030, and therefore Morocco must continue to strive to reduce energy consumption in order to reduce CO2 emissions by respecting with its national and international commitments.