A Review of the Applications of Explainable Machine Learning for Lithium–Ion Batteries: From Production to State and Performance Estimation

M Faraji Niri, K Aslansefat, S Haghi, M Hashemian… - Energies, 2023 - mdpi.com
Lithium–ion batteries play a crucial role in clean transportation systems including EVs,
aircraft, and electric micromobilities. The design of battery cells and their production process …

Data-driven cooling, heating and electrical load prediction for building integrated with electric vehicles considering occupant travel behavior

X Zhang, X Kong, R Yan, Y Liu, P Xia, X Sun, R Zeng… - Energy, 2023 - Elsevier
The access of electric vehicles facilitates in the fluctuation and diversification of building
load, accurate load prediction contributes to investigating the operation and optimization of …

[HTML][HTML] Factors influencing the adoption of zero-emission buses: A review-based framework

A Avenali, G Catalano, M Giagnorio… - … and Sustainable Energy …, 2024 - Elsevier
Zero-emission buses (ZEBs) currently face the challenge of switching from small-scale
implementation to large-scale deployment. This stage is affected by multiple decision …

An adaptive regenerative braking strategy design based on naturalistic regeneration performance for intelligent vehicles

M Ziadia, S Kelouwani, A Amammou… - IEEE Access, 2023 - ieeexplore.ieee.org
The effectiveness of regenerative braking strategies plays an important role in extending the
driving range of electric vehicles. Since the driver is still an essential factor in levels 3 and 4 …

Data-Driven Approach for Estimating Energy Consumption of Electric Buses under On-Road Operation Conditions

X Zhou, K An, W Ma - Journal of Transportation Engineering, Part A …, 2023 - ascelibrary.org
The transformation of diesel buses into battery-powered electric buses for public
transportation has become a global trend. The ability to evaluate the energy consumption of …

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 …

Data-driven energy efficient speed planning for battery electric industrial vehicles: Forklift as a case study

Z Tong, S Guan, Q Zhang, XKE Cao - Journal of Cleaner Production, 2024 - Elsevier
Battery electric industrial vehicles (BEIVs) offer significant environmental protection and
decarbonization potential for rapidly growing logistics and transportation sectors in China …

Heterogeneous choice of personalized Mobility-as-a-Service bundles and its impact on sustainable transportation

B Wang, M Yang, T Feng, Y Yang, Y Yuan - Transportation Research Part …, 2024 - Elsevier
The Mobility-as-a-service (MaaS) framework has the potential to induce changes in
individual travel behavior towards more sustainable transportation alternatives by …

Analysis of the Actual Usage and Emission Reduction Potential of Electric Heavy-Duty Trucks: A Case Study of a Steel Plant

G Dou, J Ke, J Liang, J Wang, J Li, Q Liu, C Hao - Atmosphere, 2023 - mdpi.com
In order to understand the driving characteristics of electric heavy-duty trucks in practical
application scenarios and promote their usage to replace diesel trucks, this study analyzed …

Energy consumption of battery-electric buses: Review of influential parameters and modelling approaches

A Jahic, M Eskander, E Avdevicius… - B&H Electrical …, 2023 - sciendo.com
The electrification of public transportation fleets worldwide can pose a challenge to multiple
stakeholders, such as the fleet operator or the operator of the local electrical grid. One of the …