Validation of a statistical-dynamic framework for predicting energy consumption: A study on vehicle energy conservation equation

B Sun, Q Zhang, H Mao, Z Li - Energy Conversion and Management, 2024 - Elsevier
Predictive models for vehicle energy consumption are crucial for sustainable development in
urban road traffic systems. This paper comprehensively reviews classic predictive models …

Electric vehicles' energy consumption estimation with real driving condition data

R Zhang, E Yao - Transportation Research Part D: Transport and …, 2015 - Elsevier
The use of electric vehicles (EVs) is viewed as an attractive option to reduce CO 2 emissions
and fuel consumption resulted from transport sector, but the popularization of EVs has been …

Power-based electric vehicle energy consumption model: Model development and validation

C Fiori, K Ahn, HA Rakha - Applied Energy, 2016 - Elsevier
The limited drive range (The maximum distance that an EV can travel.) of Electric Vehicles
(EVs) is one of the major challenges that EV manufacturers are attempting to overcome. To …

[HTML][HTML] A Review on Quantitative Energy Consumption Models from Road Transportation

Y Chen, S Li, Y Li - Energies, 2023 - mdpi.com
With the objectives of achieving “peak carbon” and “carbon neutrality”, accurately
quantifying the carbon emissions of road transportation becomes crucial. It is challenging to …

New fuel consumption model considering vehicular speed, acceleration, and jerk

L Zhang, K Peng, X Zhao, AJ Khattak - Journal of Intelligent …, 2023 - Taylor & Francis
A novel computational model for the volatile state was developed to improve eco-driving in
intelligent transportation systems (ITS). First, the volatile state was divided into eight types …

[HTML][HTML] Energy consumption prediction for electric vehicles based on real-world data

C De Cauwer, J Van Mierlo, T Coosemans - Energies, 2015 - mdpi.com
Electric vehicle (EV) energy consumption is variable and dependent on a number of external
factors such as road topology, traffic, driving style, ambient temperature, etc. The goal of this …

Mesoscopic model framework for estimating electric vehicles' energy consumption

R Zhang, E Yao - Sustainable Cities and Society, 2019 - Elsevier
Promoting the usage of electric vehicles (EVs) is viewed as an effective way to develop
sustainable transportation. Accurate energy consumption estimation is the key to plan …

Application of the Power-Based Fuel Consumption Model to Commercial Vehicles

M Orpe, T Megli, W Ruona, P Phlips - 2021 - sae.org
Fuel power consumption for light duty vehicles has previously been shown to be
proportional to vehicle traction power, with an offset for overhead and accessory losses. This …

Energy oriented driving behavior analysis and personalized prediction of vehicle states with joint time series modeling

Y Xing, C Lv, D Cao, C Lu - Applied Energy, 2020 - Elsevier
Analyzing the energy consumption for road entities and the corresponding driving behaviors
are critical tasks for the realization of public traffic with a low energy cost and high efficiency …

[HTML][HTML] A review of the data-driven prediction method of vehicle fuel consumption

D Zhao, H Li, J Hou, P Gong, Y Zhong, W He, Z Fu - Energies, 2023 - mdpi.com
Accurately and efficiently predicting the fuel consumption of vehicles is the key to improving
their fuel economy. This paper provides a comprehensive review of data-driven fuel …