Faisal Altaf

14 papers C 2Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Practitioner's Guide to Automatic Kernel Search for Gaussian Processes in Battery Applications.
CoRR
Huang Zhang, Xixi Liu, Faisal Altaf, Torsten Wik
2025 J jnl
A Transferable Physics-Informed Framework for Battery Degradation Diagnosis, Knee-Onset Detection and Knee Prediction.
CoRR
Huang Zhang, Xixi Liu, Faisal Altaf, Torsten Wik
2025 C conf
Model Predictive Cooling Control of Cylindrical Battery Cells Through Tab and Surface Channels.
ACC
Godwin K. Peprah, Torsten Wik, Yicun Huang, Faisal Altaf, Changfu Zou
2025 J jnl
Swarm intelligent computing of electric eel foraging heuristics for fractional Hammerstein autoregressive exogenous noise model identification.
Frontiers Inf. Technol. Electron. Eng.
Faisal Altaf, Ching-Lung Chang, Naveed Ishtiaq Chaudhary, Taimoor Ali Khan, Zeshan Aslam Khan, Chi-Min Shu, Muhammad Asif Zahoor Raja
2024 J jnl
Comparative Analysis of Control Observer-Based Methods for State Estimation of Lithium-Ion Batteries in Practical Scenarios.
CoRR
Muhammad Saeed, Arash Khalatbarisoltani, Zhongwei Deng, Wenxue Liu, Faisal Altaf, Shuai Lu, Xiaosong Hu
2024 — conf
Comparative Study of Aging-Aware Control Strategies for Grid-Connected Photovoltaic Battery Systems.
CDC
Huang Zhang, Faisal Altaf, Torsten Wik
2024 C conf
Control-Oriented 2D Thermal Modelling of Cylindrical Battery Cells for Optimal Tab and Surface Cooling.
ACC
Godwin K. Peprah, Torsten Wik, Yicun Huang, Faisal Altaf, Changfu Zou
2024 — conf
Scenario-Aware Machine Learning Pipeline for Battery Lifetime Prediction.
ECC
Huang Zhang, Faisal Altaf, Torsten Wik
2024 J jnl
Thermal Modelling of Battery Cells for Optimal Tab and Surface Cooling Control.
CoRR
Godwin K. Peprah, Yicun Huang, Torsten Wik, Faisal Altaf, Changfu Zou
2023 J jnl
Battery Capacity Knee Identification Using Unsupervised Time Series Segmentation.
CoRR
Huang Zhang, Faisal Altaf, Torsten Wik, Sebastien Gros
2022 J jnl
Interpretable Battery Cycle Life Range Prediction Using Early Degradation Data at Cell Level.
CoRR
Huang Zhang, Yang Su, Faisal Altaf, Torsten Wik, Sebastien Gros
2021 — conf
Optimal Load Sharing in Reconfigurable Battery Systems using an Improved Model Predictive Control Method.
MED
Godwin K. Peprah, Francesco Liberati, Faisal Altaf, Gilbert Osei-Dadzie, Alessandro Di Giorgio, Antonio Pietrabissa
2017 J jnl
Comparative Analysis of Unipolar and Bipolar Control of Modular Battery for Thermal and State-of-Charge Balancing.
IEEE Trans. Veh. Technol.
Faisal Altaf, Bo Egardt
2017 J jnl
Load Management of Modular Battery Using Model Predictive Control: Thermal and State-of-Charge Balancing.
IEEE Trans. Control. Syst. Technol.
Faisal Altaf, Bo Egardt, Lars Johannesson Mårdh