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References

This page provides key references related to studies and reports that have used the GTFS4EV model.

  • GTFS4EV: A Python framework for electric bus planning using GTFS data (submitted to JOSS - Under review). Available at: https://joss.theoj.org/papers/166f4e1d6f3e2221540f04b1c4cae669.

  • Planning electric bus systems with solar photovoltaic integration using open transit data: A case study of the Dakar BRT (preprint). Available at: https://arxiv.org/abs/2609.29998.

  • Energy, environment, and economy implications of electrifying minibus taxis in African cities (Scientific Reports). Dumoulin, J., Pena-Bello, A., Jeannin, N. et al. Sci Rep 16, 10661, 2026. Open access paper available at: https://doi.org/10.1038/s41598-026-45790-w.

  • Strategic scenario-based modeling for electric bus charging station deployment in Addis Ababa (African Transport Studies). Belachew, M. Y., Dumoulin, J., & Gebremeskel, D. H., African Transport Studies, 4, Article 100121. Open access paper available at: https://doi.org/10.1016/j.aftran.2026.100121.

  • Strategic Scenario‑Based Modeling for Optimal Electric Bus Charging Station Deployment in Addis Ababa (Master thesis, Addis Ababa University). Melkye Yifru, 2025. This work evaluates electrification strategies and charging infrastructure for e‑bus deployment in Addis Ababa, Ethiopia. Full thesis available at Addis Ababa University repository.

  • Supporting the transition to electric minibuses in Lusaka, Zambia: A preliminary analysis using the GTFS4EV model (Working paper). This work illustrates the application of GTFS4EV using openly avaible GTFS data for Lusaka. Access it here.