A novel energy consumption prediction model of electric buses using real-time big data from route, environment, and vehicle parameters

YE Ekıcı, O Akdağ, AA Aydin, T Karadağ - IEEE Access, 2023 - ieeexplore.ieee.org
Electric vehicles (EVs) have positive impacts on reducing oil dependence and exhaust
emissions. However, the range problem of EVs is a factor that raises concerns for individual …

Electric City Buses Enhanced Energy Consumption Model Using Real-Time Big-Data

T Karadag, O Akdağ, AA Aydin - Ozan and Aydin, Ahmet Arif, Electric … - papers.ssrn.com
One of the main problems limiting the use of electric vehicles (EVs) is range anxiety. This
study addresses range anxiety in EVs, particularly for bus operators, and introduces …

A Novel Model to Predict the Energy Consumption of Electric Buses

O Akdağ, AA Aydin, T Karadağ - papers.ssrn.com
This study focuses on developing a new energy consumption model for electric trolleybuses
in Malatya, Turkey, to address the range problem and improve their efficiency. The Malatya …