Research Papers/Articles
Prediction of Cold Start Emissions for Hybrid Electric Vehicles Based on Genetic Algorithms and Neural Networks
2023
Author(s): Tang D, Zhang Z, Hua L, Pan J, Xiao Y
In this paper, the genetic algorithm is used to optimize the weights and thresholds of the neural network, and a neural network cold-start emission prediction model for hybrid electric vehicles is built.
Deep Learning-Based Prediction of Lithium-Ion Batteries State of Charge for Electric Vehicles in Standard Driving Cycle
2023
Author(s): Hai T, Dhahad H A, Jasim K F, Sharma K, Zhou J, Fouad H, El-Shafai W
The utilization of public transportation has been encouraged at the societal level as a solution. An all-electric vehicle is evaluated in this research paper.
Electric Vehicle Charging Service Operations: a Review of Machine Learning Applications for Infrastructure Planning, Control, Pricing and Routing
2023
Author(s): Fescioglu-Unver N, Aktaş M Y
This study reviews the studies that apply machine learning models to improve EV charging service operations and provides future research directions.
Lightweighting Electric Vehicles: Scoping Review of Life Cycle Assessments
2023
Author(s): Cimprich A, Sadayappan K, Young S B
This article presents a comprehensive review of existing literature on the life cycle assessment of "lightweighting" electric vehicles.
Uncertainty Compensation with Coordinated Control of Evs and DER Systems in Smart Grids
2023
Author(s): Nasab M A, Zand M, Dashtaki A A, Nasab M A, Padmanaban S, Blaabjerg F, Vasquez Q J C
In this article, the problem of planning the flexibility of electric vehicle charging and discharging to coordinate with wind and solar production and to compensate for the uncertainty of these resources has been solved using the CPLEX solver.
Design and Performance Analysis of Braking System in an Electric Vehicle Using Adaptive Neural Networks
2023
Author(s): Indu K, Kumar M A
The research study emphasizes the impact of braking concepts considering regenerative braking system and energy consumption aspects in electric vehicles in a perspective different from earlier approaches.
Minimizing Grid Capacity in Preemptive Electric Vehicle Charging Orchestration: Complexity, Exact and Heuristic Approaches
2023
Author(s): Zaidi I, Oulamara A, Idoumghar L, Basset M
In this work, the authors investigated the problem of scheduling the charging of electric vehicles to reduce the maximum peak power while satisfying all charging demands.
Zero-Emission Bus and Truck Market in China: a 2022 Update
2023
Author(s): Shen C, Mao S
The study analyzes ZE-HDV specifications, including battery suppliers, capacity, range, and energy density at the OEM level, and tracks advancements in battery-swapping and FCEV technologies.
Assessment of Light-Duty Electric Vehicle Costs in Canada in the 2023 to 2040 Time Frame
2023
Author(s): Shaikh J, Sharpe B
The study provides detailed cost breakdowns for the ZEV powertrain battery and other components across various Canadian passenger vehicle classes and predicts changes in these costs over the next two decades.
Regulating International Aviation Emissions Without Market Distortion
2023
Author(s): Kumar S N, Rutherford D
Using two approaches to model regional carbon taxes on airfares—accounting by country of departure and accounting by operator registration country—this paper examines the market effects of various regulatory approaches.



