Faisal Altaf

According to our database, Faisal Altaf authored at least 12 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

A Practitioner's Guide to Automatic Kernel Search for Gaussian Processes in Battery Applications.

Huang Zhang, Xixi Liu, Faisal Altaf, Torsten Wik

CoRR, May, 2025

A Transferable Physics-Informed Framework for Battery Degradation Diagnosis, Knee-Onset Detection and Knee Prediction.

Huang Zhang, Xixi Liu, Faisal Altaf, Torsten Wik

CoRR, January, 2025

2024

Comparative Analysis of Control Observer-Based Methods for State Estimation of Lithium-Ion Batteries in Practical Scenarios.

Muhammad Saeed, Arash Khalatbarisoltani, Zhongwei Deng, Wenxue Liu, Faisal Altaf, Shuai Lu, Xiaosong Hu

CoRR, 2024

Thermal Modelling of Battery Cells for Optimal Tab and Surface Cooling Control.

Godwin K. Peprah, Yicun Huang, Torsten Wik, Faisal Altaf, Changfu Zou

CoRR, 2024

Scenario-Aware Machine Learning Pipeline for Battery Lifetime Prediction.

Huang Zhang, Faisal Altaf, Torsten Wik

Proceedings of the European Control Conference, 2024

Comparative Study of Aging-Aware Control Strategies for Grid-Connected Photovoltaic Battery Systems.

Huang Zhang, Faisal Altaf, Torsten Wik

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

Control-Oriented 2D Thermal Modelling of Cylindrical Battery Cells for Optimal Tab and Surface Cooling.

Godwin K. Peprah, Torsten Wik, Yicun Huang, Faisal Altaf, Changfu Zou

Proceedings of the American Control Conference, 2024

2023

Battery Capacity Knee Identification Using Unsupervised Time Series Segmentation.

Huang Zhang, Faisal Altaf, Torsten Wik, Sebastien Gros

CoRR, 2023

2022

Interpretable Battery Cycle Life Range Prediction Using Early Degradation Data at Cell Level.

Huang Zhang, Yang Su, Faisal Altaf, Torsten Wik, Sebastien Gros

CoRR, 2022

2021

Optimal Load Sharing in Reconfigurable Battery Systems using an Improved Model Predictive Control Method.

Godwin K. Peprah, Francesco Liberati, Faisal Altaf, Gilbert Osei-Dadzie, Alessandro Di Giorgio, Antonio Pietrabissa

Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

2017

Comparative Analysis of Unipolar and Bipolar Control of Modular Battery for Thermal and State-of-Charge Balancing.

Faisal Altaf, Bo Egardt

IEEE Trans. Veh. Technol., 2017

Load Management of Modular Battery Using Model Predictive Control: Thermal and State-of-Charge Balancing.

Faisal Altaf, Bo Egardt, Lars Johannesson Mårdh

IEEE Trans. Control. Syst. Technol., 2017