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Smart and sustainable scheduling of charging events for electric buses

Author

Listed:
  • Padraigh Jarvis

    (University College Cork)

  • Laura Climent

    (Universidad Autónoma de Madrid)

  • Alejandro Arbelaez

    (Universidad Autónoma de Madrid)

Abstract

This paper presents a framework for the efficient management of renewable energies to charge a fleet of electric buses (eBuses). Our framework starts with the prediction of clean energy time windows, i.e., periods of time when the production of clean energy exceeds the demand of the country. Then, the optimization phase schedules charging events to reduce the use of non-clean energy to recharge eBuses while passengers are embarking or disembarking. The proposed framework is capable of overcoming the unstable and chaotic nature of wind power generation to operate the fleet without perturbing the quality of service. Our extensive empirical validation with real instances from Ireland suggests that our solutions can significantly reduce non-clean energy consumed on large data sets.

Suggested Citation

  • Padraigh Jarvis & Laura Climent & Alejandro Arbelaez, 2024. "Smart and sustainable scheduling of charging events for electric buses," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 32(1), pages 22-56, April.
    • Handle: RePEc:spr:topjnl:v:32:y:2024:i:1:d:10.1007_s11750-023-00657-5
    DOI: 10.1007/s11750-023-00657-5
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