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 …

Prediction of electric vehicle driving range and performance characteristics: A review on analytical modeling strategies with its influential factors and improvisation …

A Gurusamy, B Ashok, B Mason - IEEe Access, 2023 - ieeexplore.ieee.org
Electric mobility is getting prominence in modern transportation as government policies aim
to reduce greenhouse gas (GHG) emissions. In the context of real-time testing, numerical …

A comparative performance of machine learning algorithm to predict electric vehicles energy consumption: A path towards sustainability

I Ullah, K Liu, T Yamamoto… - Energy & …, 2022 - journals.sagepub.com
The rapid growth of transportation sector and related emissions are attracting the attention of
policymakers to ensure environmental sustainability. Therefore, the deriving factors of …

Electric vehicle energy consumption prediction using stacked generalization: An ensemble learning approach

I Ullah, K Liu, T Yamamoto, M Zahid… - International Journal of …, 2021 - Taylor & Francis
In this paper, we present an ensemble stacked generalization (ESG) approach for better
prediction of electric vehicles (EVs) energy consumption. ESG is a weighted combination of …

[HTML][HTML] Total cost of ownership of internal combustion engine and electric vehicles: A real-world comparison for the case of Thailand

P Suttakul, W Wongsapai, T Fongsamootr, Y Mona… - Energy Reports, 2022 - Elsevier
The transport sector accounts for massive global CO 2 emissions. To achieve low-carbon
transport systems, promoting electric vehicles (EVs) is a crucial strategy of worldwide …

Power consumption prediction for electric vehicle charging stations and forecasting income

KC Akshay, GH Grace, K Gunasekaran… - Scientific Reports, 2024 - nature.com
Electric vehicles (EVs) are the future of the automobile industry, as they produce zero
emissions and address environmental and health concerns caused by traditional fuel …

Analysis and estimation of energy consumption of electric buses using real-world data

Z Zhang, B Ye, S Wang, Y Ma - Transportation Research Part D: Transport …, 2024 - Elsevier
With the increasing popularity of electric buses (EBs), accurate estimation of the trip-level
energy consumption of EBs has become increasingly essential. In this paper, an effective …

Are electric vehicles getting too big and heavy? Modelling future vehicle journeying demand on a decarbonized US electricity grid

R Galvin - Energy Policy, 2022 - Elsevier
In the US a complete transition to electric vehicles (EVs) would increase demand for carbon-
free electricity by around 30% if the future fleet has the same average size, weight and …

Remaining driving range prediction for electric vehicles: Key challenges and outlook

P Mei, HR Karimi, C Huang, F Chen… - IET Control Theory & …, 2023 - Wiley Online Library
Remaining driving range (RDR) research has continued to consistently evolve with the
development of electric vehicles (EVs). Accurate RDR prediction is a promising approach to …

The impact of electromobility in public transport: An estimation of energy consumption using disaggregated data in Santiago, Chile

F Basso, F Feijoo, R Pezoa, M Varas, B Vidal - Energy, 2024 - Elsevier
Electromobility in public transport has become a promising way to reduce environmental
pollution. Several contributions have sought to estimate the energy consumption of buses in …