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Machine learning applied to electrified vehicle battery state of charge and state of health estimation: State-of-the-art
C Vidal, P Malysz, P Kollmeyer, A Emadi
Ieee Access 8, 52796-52814, 2020
4112020
xEV Li-ion battery low-temperature effects
C Vidal, O Gross, R Gu, P Kollmeyer, A Emadi
IEEE transactions on vehicular technology 68 (5), 4560-4572, 2019
1572019
LG 18650HG2 Li-ion battery data and example deep neural network xEV SOC estimator script
P Kollmeyer, C Vidal, M Naguib, M Skells
Mendeley Data 3 (2020), 2020
1322020
Li-ion battery state of charge estimation using long short-term memory recurrent neural network with transfer learning
C Vidal, P Kollmeyer, E Chemali, A Emadi
2019 IEEE transportation electrification conference and expo (ITEC), 1-6, 2019
962019
Robust xev battery state-of-charge estimator design using a feedforward deep neural network
C Vidal, P Kollmeyer, M Naguib, P Malysz, O Gross, A Emadi
SAE International Journal of Advances and Current Practices in Mobility 2 …, 2020
882020
A comparative study between physics, electrical and data driven lithium-ion battery voltage modeling approaches
Y Liang, A Emadi, O Gross, C Vidal, M Canova, S Panchal, P Kollmeyer, ...
SAE Technical Paper, 2022
702022
Estimating battery state of charge using recurrent and non-recurrent neural networks
C Vidal, P Malysz, M Naguib, A Emadi, PJ Kollmeyer
Journal of Energy Storage 47, 103660, 2022
452022
Hybrid energy storage system state-of-charge estimation using artificial neural network for micro-hybrid applications
C Vidal, M Haußmann, D Barroso, PM Shamsabadi, A Biswas, E Chemali, ...
2018 IEEE Transportation Electrification Conference and Expo (ITEC), 1075-1081, 2018
412018
Accurate surface temperature estimation of lithium-ion batteries using feedforward and recurrent artificial neural networks
M Naguib, P Kollmeyer, C Vidal, A Emadi
2021 IEEE Transportation Electrification Conference & Expo (ITEC), 52-57, 2021
262021
A novel multi-mode adaptive energy consumption minimization strategy for P1-P2 hybrid electric vehicle architectures
M Haußmann, D Barroso, C Vidal, L Bruck, A Emadi
2019 IEEE Transportation Electrification Conference and Expo (ITEC), 1-6, 2019
242019
Lg 18650hg2 li-ion battery data
P Kollmeyer, C Vidal, M Naguib, M Skells, P Kollmeyer, C Vidal, M Naguib, ...
Mendeley Data 2, 2020, 2020
132020
LG 18650HG2 Li-Ion Battery Data and Example Deep Neural Network xEV SOC Estimator Script. 2020
P Kollmeyer, C Vidal, M Naguib, M Skells
Mendeley Data 3, 0
13
Comparative Study between equivalent circuit and recurrent neural network battery voltage models
M Naguib, C Vidal, P Kollmeyer, P Malysz, O Gross, A Emadi
SAE Technical Paper, 2021
102021
Comparing traditional and machine learning models for battery SOC calculation
FA Barrios, J Di Donato, C Vidal, N Chemmanoor, R Ahmed, A Emadi, ...
2022 IEEE Transportation Electrification Conference & Expo (ITEC), 125-130, 2022
62022
Electric Vehicle's Range and State of Charge Estimations using AutoML
K Witvoet, S Saad, C Vidal, R Ahmed, A Emadi
2023 IEEE Transportation Electrification Conference & Expo (ITEC), 1-6, 2023
52023
Microprocessor execution time and memory use for battery state of charge estimation algorithms
M Naguib, P Kollmeyer, C Vidal, J Duque, O Gross, A Emadi
SAE Technical Paper, 2022
52022
A comparative study between physics, electrical and data driven lithium-ion battery voltage modeling approaches. SAE Tech. Pap
Y Liang, A Emadi, O Gross, C Vidal, M Canova, S Panchal, P Kollmeyer, ...
52022
Traffic enforcement at intersections monitored by a single fisheye camera containing noisy detection and tracking data
M Adl, M Alizadeh, S Habibi, C Vidal, A Emadi
IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society …, 2022
32022
AI-Powered Video Monitoring: Assessing the NVIDIA Jetson Orin Devices for Edge Computing Applications
FP Scalcon, R Tahal, M Ahrabi, Y Huangfu, R Ahmed, ...
2024 IEEE Transportation Electrification Conference and Expo (ITEC), 1-6, 2024
22024
Enhanced Vehicle Movement Counting at Intersections via a Self-Learning Fisheye Camera System
M Adl, R Ahmed, C Vidal, A Emadi
IEEE Access, 2024
22024
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