Scenario Generation for Electric Vehicles’ Uncertain Behavior in a Smart City Environment Author: João Soares (Corresponding author) Affiliation: GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development - Polytechnic of Porto (IPP) Address: R. Dr. António Bernardino de Almeida, 431, 4200-072 Porto, Portugal Email: joaps@isep.ipp.pt Author: Nuno Borges Affiliation: GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development - Polytechnic of Porto (IPP) Address: R. Dr. António Bernardino de Almeida, 431, 4200-072 Porto, Portugal Email: ndsbs@isep.ipp.pt Author: Mohammad Ali Fotouhi Ghazvini, Affiliation: GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development - Polytechnic of Porto (IPP) Address: R. Dr. António Bernardino de Almeida, 431, 4200-072 Porto, Portugal Email: ma.fotouhi@gmail.com Author: Zita Vale Affiliation: GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development - Polytechnic of Porto (IPP) Address: R. Dr. António Bernardino de Almeida, 431, 4200-072 Porto, Portugal Email: zav@isep.ipp.pt Author: P. B. de Moura Oliveira Affiliation: INESC TEC – INESC Technology and Science – UTAD University Address: Quinta de Prados, 5000-801 Vila Real, Portugal Email: oliveira@utad.pt