Real Driving Cycle-Based State of Charge Prediction for EV Batteries Using Deep Learning Methods

State of charge prediction of EV Li-ion batteries using EIS: A machine learning approach

(2021) Iman Babaeiyazdi et al.   ENERGY

F-DCS: FMI-Based Distributed CPS Simulation Framework with a Redundancy Reduction Algorithm

(2020) Seokjoon Hong et al.   SENSORS

Collision prediction for a low power wide area network using deep learning methods

(2020) Shengmin Cui et al.   JOURNAL OF COMMUNICATIONS AND NETWORKS

Computing Systems for Autonomous Driving: State of the Art and Challenges

(2020) Liangkai Liu et al.   IEEE Internet of Things Journal

Prediction of Electric Vehicle Range: A Comprehensive Review of Current Issues and Challenges

(2019) Bogdan Varga et al.   Energies

Microsimulation of electric vehicle energy consumption

(2019) Blaž Luin et al.   ENERGY

State of the Art of Lithium-Ion Battery SOC Estimation for Electrical Vehicles

(2018) Ruifeng Zhang et al.   Energies

Critical Review on the Battery State of Charge Estimation Methods for Electric Vehicles

(2018) Rui Xiong et al.   IEEE Access

State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach

(2018) Ephrem Chemali et al.   JOURNAL OF POWER SOURCES

A computationally efficient simulation model for estimating energy consumption of electric vehicles in the context of route planning applications

(2017) Konstantinos N. Genikomsakis et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

Exploring the interactive effects of ambient temperature and vehicle auxiliary loads on electric vehicle energy consumption

(2017) Kai Liu et al.   APPLIED ENERGY

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

(2016) Chiara Fiori et al.   APPLIED ENERGY

Mechanism analysis and evaluation methodology of regenerative braking contribution to energy efficiency improvement of electrified vehicles

(2015) Chen Lv et al.   ENERGY CONVERSION AND MANAGEMENT

Energy-Optimal Speed Control for Electric Vehicles on Signalized Arterials

(2015) Xinkai Wu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Battery Management Systems in Electric and Hybrid Vehicles

(2011) Yinjiao Xing et al.   Energies

A New Battery/UltraCapacitor Hybrid Energy Storage System for Electric, Hybrid, and Plug-In Hybrid Electric Vehicles

(2011) Jian Cao et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS