Energy consumption estimation integrated into the electric vehicle routing problem

R Basso, B Kulcsár, B Egardt, P Lindroth… - … Research Part D …, 2019 - Elsevier
… This in turn requires more careful route planning, with accurate energy consumption … is
to find the best routes for electric commercial vehicles for urban distribution of goods. This is …

Energy consumption analysis and prediction of electric vehicles based on real-world driving data

J Zhang, Z Wang, P Liu, Z Zhang - Applied Energy, 2020 - Elsevier
… battery sizing, energy-efficient route planning and charging … data collected from fifty-five
electric taxis in Beijing city are … the trip range used for the historical EC R b past ( x ) estimation

The electric vehicle routing problem with energy consumption uncertainty

S Pelletier, O Jabali, G Laporte - Transportation Research Part B …, 2019 - Elsevier
… We assume that the realized empty-vehicle and load-dependent energy consumption
several parameters in the underlying energy consumption model used to estimate a ij and b ij . …

Electric vehicle routing problem with machine learning for energy prediction

R Basso, B Kulcsár, I Sanchez-Diaz - Transportation Research Part B …, 2021 - Elsevier
… for routing electric commercial vehicles with probabilistic energy consumption estimation and
robust charge planning. … This section introduces the energy consumption estimation model. …

Development of energy consumption optimization model for the electric vehicle routing problem with time windows

Y Xiao, X Zuo, I Kaku, S Zhou, X Pan - Journal of Cleaner Production, 2019 - Elsevier
… -based EV energy consumption model, which can be used to calculate the instantaneous
ECRs of EVs with input variables including the instantaneous speed, acceleration, and …

Electric vehicle routing problem: A systematic review and a new comprehensive model with nonlinear energy recharging and consumption

Y Xiao, Y Zhang, I Kaku, R Kang, X Pan - … and Sustainable Energy Reviews, 2021 - Elsevier
… four additional variables, and estimated the total cost of NCF to be … This paper focuses on
the electricity consumption models … time, to obtain the optimal path planning that meets the time …

[HTML][HTML] Trip energy consumption estimation for electric buses

J Ji, Y Bie, Z Zeng, L Wang - Communications in Transportation Research, 2022 - Elsevier
… Different EB types have different battery capacities, passenger capacities, and curb weights,
resulting in different vehicle scheduling plans, energy consumption, and charging demands. …

Seasonal effects on electric vehicle energy consumption and driving range: A case study on personal, taxi, and ridesharing vehicles

X Hao, H Wang, Z Lin, M Ouyang - Journal of Cleaner Production, 2020 - Elsevier
estimate BEV real-world energy consumption and driving ranges. More accurate estimates
of real-world energy consumption … in travel patterns and electricity consumption by vehicle

Driving behaviour and trip condition effects on the energy consumption of an electric vehicle under real-world driving

Y Al-Wreikat, C Serrano, JR Sodré - Applied Energy, 2021 - Elsevier
… link model is claimed to produce a more precise estimate of EV energy consumption than
other … of CO2 emissions and techno-economic feasibility of an electric commercial vehicle

Microsimulation of electric vehicle energy consumption and driving range

Y Xie, Y Li, Z Zhao, H Dong, S Wang, J Liu, J Guan… - Applied energy, 2020 - Elsevier
travel efficiency and reduce the average electric energyestimation of driving range under
different driving condition, and then the driver could save more energy under the real road. …