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

J Ji, Y Bie, Z Zeng, L Wang - Communications in Transportation Research, 2022 - Elsevier
… i, km/h; S O C i is initial battery SOC at the departure time of trip i, %; θ 0 ∼ θ 8 are estimated
regression parameters, and their values are −0.782, 0.380, 0.065, 0.260, 0.036, 0.005, …

[HTML][HTML] Prediction of electric buses energy consumption from trip parameters using deep learning

T Pamuła, D Pamuła - Energies, 2022 - mdpi.com
… the impact of various bus travel parameters on energy consumption. To assess the demand
for energy, we proposed to use five parameters, such as travel time between stops, the …

Battery electric vehicle energy consumption prediction for a trip based on route information

J Wang, I Besselink, H Nijmeijer - Proceedings of the …, 2018 - journals.sagepub.com
… important parameters that influence the vehicle energy consumption. To improve the energy
consumption prediction accuracy, these parameters need to be determined while driving. …

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
… from the other highly influential parameters, only selected trips in specific temperature,
distance and stop percentage ranges were analysed. To minimise the temperature effects, only …

Control strategy for optimal compromise between trip time and energy consumption in a high-speed railway

HS Hwang - IEEE Transactions on Systems, Man, and …, 1998 - ieeexplore.ieee.org
trip time and energy consumption with maximum propulsion effort [5]–[10] is extended to be
able to simulate an economical run for saving energyparameter of most influence to trip time. …

Effects of ambient temperature and trip characteristics on the energy consumption of an electric vehicle

Y Al-Wreikat, C Serrano, JR Sodré - Energy, 2022 - Elsevier
… The main vehicle parameters used in this study were ambient temperature (C), … Using
the energy consumed during the trip and the travel distance, s (km), the SEC (kWh/km) is …

Tripenergy: Estimating personal vehicle energy consumption given limited travel survey data

J McNerney, ZA Needell, MT Chang… - Transportation …, 2017 - journals.sagepub.com
… of travel behavior. This paper presents a model for estimating privately operated vehicle energy
consumption… drive cycles to travel survey trips, and a vehicle model, efficiently simulating …

Trip-level energy consumption prediction model for electric bus combining Markov-based speed profile generation and Gaussian processing regression

J Jiang, Y Yu, H Min, Q Cao, W Sun, Z Zhang, C Luo - Energy, 2023 - Elsevier
… The aforementioned parameters change only slightly during the trip, or the real-time values
are difficult to obtain, which can be approximated as constants [20], [22], [32]. η t o t a l is the …

Optimization of electric bus scheduling considering stochastic volatilities in trip travel time and energy consumption

Y Bie, J Ji, X Wang, X Qu - Computer‐Aided Civil and …, 2021 - Wiley Online Library
… Hence, they all have significant impacts on trip energy consumption. … of other parameters
in the model are in Table 5. Actual trip energy consumption is not the input parameter of the …

Individual trip chain distributions for passenger cars: Implications for market acceptance of battery electric vehicles and energy consumption by plug-in hybrid electric …

X He, Y Wu, S Zhang, MA Tamor, TJ Wallington… - Applied Energy, 2016 - Elsevier
… In this study, we compared the parameters describing the distribution of the one-day travel
distances for vehicles in Beijing and four other regions (Atlanta, Minnesota, Puget Sound and …