Battery Materials:

  • K. Pan, F. Zou, M. Canova, Y. Zhu, J.H. Kim, “Comprehensive Electrochemical Impedance Spectroscopy Study of Si-Based Anodes Using Distribution of Relaxation Times Analysis Journal of Power Sources 479 (2020): 229083
  • K. Pan, F. Zou, M. Canova, Y. Zhu, J.H Kim, “Systematic Electrochemical Characterizations of Si and SiO Anodes for High-Capacity Li-Ion Batteries”, Journal of Power Sources 413: 20-28, 2019


Battery Modelling and Control:

  • Freudiger, D., D’Arpino, M., & Canova, M. (2019). A generalized equivalent circuit model for design exploration of li-ion battery packs using data analytics. IFAC-PapersOnLine52(5), 568-573.
  • Abronzini, U., Di Monaco, M., Porpora, F., Tomasso, G., D'Arpino, M., & Attaianese, C. (2019, July). Thermal management optimization of a passive bms for automotive applications. In 2019 AEIT International Conference of Electrical and Electronic Technologies for Automotive (AEIT AUTOMOTIVE) (pp. 1-6). IEEE.
  • G. Fan, K. Pan, G. Storti, M. Canova, J. Marcicki, X. Yang, “A Reduced-Order Multi-Scale, Multi-Dimensional Model for Performance Prediction of Large-Format Li-Ion Cells”, Journal of Electrochemical Society, Vol. 164, Is. 2, A252-A264, 2017
  • G. Fan, K. Pan, M. Canova, J. Marcicki, X. Yang, “Modeling of Li-Ion Cells for Fast Simulation of High C-Rate and Low Temperature Operations”, Journal of Electrochemical Society, 163.5: A666-A676, 2016
  • G. Fan, M. Canova, “Model Order Reduction of Electrochemical Batteries Using Galerkin Method”, Proc. of ASME Dynamic Systems and Control Conference, 2015.
  • Cordoba-Arenas, A., Onori, S., Rizzoni, G., “A control-oriented lithium-ion battery pack model for plug-in hybrid electric vehicle cycle-life studies and system design with consideration of health management”, Journal of Power Sources, Vol. 279, 1 April 2015, Pages 791-808, ISSN 0378-7753 (IF = 5.257).


Battery Diagnosis and prognosis:

  • K. Khodadadi Sadabadi, X. Jin, G. Rizzoni.  Prediction of remaining useful life for a composite electrode lithium ion battery cell using an electrochemical model to estimate the state of health. Journal of Power Sources, vol. 481, 1 January 2021, 228861
  • Cheng, Y., D'Arpino, M., & Rizzoni, G. (2020). Structural Analysis for Fault Diagnosis and Sensor Placement in Battery Packs. arXiv preprint arXiv:2008.10533.
  • Chang, C. Y., Tulpule, P., Rizzoni, G., Zhang, W., and Du, X. (2017). A probabilistic approach for prognosis of battery pack aging. Journal of Power Sources, 347, 57-68.
  • Bartlett, A., Marcicki, J., Onori, S., Rizzoni, G., Yang, X.G., Miller, T. "Electrochemical Model-Based State of Charge and Capacity Estimation for a Composite Electrode Lithium-Ion Battery". Control Systems Technology, IEEE Transactions on, Volume: 24, Issue: 2, pp 384-399, March 2016 (IF = 2.521)
  • Cordoba-Arenas, A., Onori, S., Guezennec, Y., Rizzoni, G. . Capacity and power fade cycle-life model for plug-in hybrid electric vehicle lithium-ion battery cells containing blended spinel and layered-oxide positive electrodes, Journal of Power Sources, Volume 278, 15 March 2015, Pages 473-483. (IF = 5.257).
  • J. Marcicki, M. Canova, A.T. Conlisk, G. Rizzoni, “Design and Parametrization Analysis of a Reduced-Order Electrochemical Model of Graphite/LiFePO4 Cells for SOC/SOH Estimation”, Journal of Power Sources, Vol. 237, Pages 310–324, 2013


System Level Modelling and Analysis:

  • Freudiger, D., D’Arpino, M., & Canova, M. (2020, July). Optimal Energy and Thermal Management of Hybrid Battery Packs Using Convex Optimization. In 2020 American Control Conference (ACC) (pp. 2238-2243). IEEE.
  • Sergent, A., Ramunno, M., D'Arpino, M., Canova, M., & Perullo, C. (2020). Optimal Sizing and Control of Battery Energy Storage Systems for Hybrid Turboelectric Aircraft (No. 2020-01-0050). SAE Technical Paper.
  • Cai, Y., Cancian, M., D’Arpino, M., & Rizzoni, G. (2019, July). A generalized equivalent circuit model for large-scale battery packs with cell-to-cell variation. In 2019 IEEE National Aerospace and Electronics Conference (NAECON) (pp. 24-30). IEEE.
  • D’Arpino, M., & Cancian, M. (2020). Lifetime Optimization for a Grid-Friendly DC Fast Charge Station With Second Life Batteries. ASME Letters in Dynamic Systems and Control1(1).

Media Contact

All media inquiries should be directed to Marketing and Communication Specialist, Colleen Herr at  

Subscribe to Our Newsletter

If you are interested in learning more about CAR, please subscribe to our newsletter by emailing