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Publications & Patents

Selected Publications

  • Shabnam Razmjooei, Saleh Mohammed Shahriar, Arefeh Amrollahi Biyooki, Tina Shoa, 鈥淎 Temperature-Aware Impedance Framework for Reliable Battery State Estimation鈥�, 2026 (ECCE 2026)
  • SR Safavi, H Homayouni, T Shoa, J Wang, G McTaggart-Cowan, 鈥溾��, 2026 Stuttgart International Symposium 380947
  • Reza Safavi, Houman Homayooni, Tina Shoa, Jicheng Wang, Gordon McTaggart- Cown 鈥淓arly fault and state of health estimation for lithium- ion batteries using data driven modelling鈥�, IEEE VPPC 20205 
  • Shabnam Razmjooei, Saleh Mohammed Shahriar, Amir Shabani, Assa Aravindh Sasikala Devi, Tina Shoa, 鈥淏attery Core Temperature Sensing Using Electrochemical Impedance Spectroscopy and Machine Learning: A Comparative Evaluation鈥� IEEE Sensor 2025
  • Saleh Mohammed Shahriar, Shabnam Razmjooei, Amir Shabani, Tina Shoa, 鈥淪tate of Charge Estimation of Batteries using Physics Guided Neural Network and Sensor Data鈥� IEEE Sensor 2025
  • Tonima Masouda, Tina Shoa (2023), 鈥淓lectrochemical Impedance Spectroscopy (EIS) and Machine Learning based Battery State of Health (SoH) Estimation鈥�, Accepted at 2023 IEEE Conference on Prognostics and Health Management, 7-9 June, Montreal Quebec
  • M Messing, S Rahimifard, T Shoa, S Habibi, 鈥淟ow Temperature, Current Dependent Battery State Estimation Using Interacting Multiple Model Strategy鈥� Ieee Access 9, 99876-998893, 2021
  • M Messing, T Shoa, S Habibi,  鈥淓stimating battery state of health using electrochemical impedance spectroscopy and the relaxation effect鈥� Journal of Energy Storage 43, 1032102, 2021
  • M Messing, T Shoa, S Habibi, 鈥淓lectrochemical Impedance Spectroscopy With Practical Rest-Times for Battery Management Applications鈥� IEEE Access 9, 66989-669981, 2021
  • M Messing, T Shoa, S Habibi, 鈥淓IS from Accelerated and Realistic Battery Aging鈥�, 2021 IEEE Transportation Electrification Conference & Expo (ITEC), 720-725 
  • M Messing, T Shoa, R Ahmed, S Habibi, 鈥淏attery SoC estimation from EIS using neural nets, 2020 IEEE Transportation Electrification Conference & Expo (ITEC), 588-593, 9            
  • M Messing, T Shoa, S Habibi, 鈥淟ithium-ion battery relaxation effects鈥�, 2019 IEEE Transportation Electrification Conference and Expo (ITEC), 1-65     
  • E. Fisher, T. Shoa, John Madden, Dan Bizzotto, 鈥淒etermining the SOC for Pb Acid Batteries Using Non-linear Impedance Analysis鈥� Submitted to Journal of Echemical Society, 10/2019.
  • Hamed Afsharia, Mina Attaria, Ryan Ahmeda,  Ali Delbaria, Saeid Habibi, Tina Shoa 鈥淩eliable state of charge and state of health estimation using the smooth variable structure filter鈥�, Control Engineering Practice, Volume 77, August 2018, Pages 1-14