2023

Hidalgo, M. F. V., Apachitei, G., Dogaru, D., Faraji-Niri, M., Lain, M., Copley, M. and Marco, James (2023) Design of experiments for optimizing the calendering process in Li-ion battery manufacturing. Journal of Power Sources, 573 . 233091. doi:10.1016/j.jpowsour.2023.233091 ISSN 0378-7753.

Apachitei, Geanina, Hidalgo, Marc, Dogaru, Daniela, Lain, Michael J., Heymer, Robert, Marco, James and Copley, Mark (2023) Optimisation of industrially relevant electrode formulations for LFP cathodes in lithium ion cells. Batteries, 9 (4). 192. doi:10.3390/batteries9040192 ISSN 2313-0105.

2022

Faraji Niri, Mona, Apachitei, Geanina, Lain, Michael J., Copley, Mark and Marco, James (2022) The impact of calendering process variables on the impedance and capacity fade of lithium‐ion cells : an explainable machine learning approach. Energy Technology, 10 (12). 2200893. doi:10.1002/ente.202200893 ISSN 2194-4288.

Niri, Mona Faraji, Apachitei, Geanina, Lain, Michael J., Copley, Mark and Marco, James (2022) Machine learning for investigating the relative importance of electrodes’ N:P areal capacity ratio in the manufacturing of lithium-ion battery cells. Journal of Power Sources, 549 . 232124. doi:10.1016/j.jpowsour.2022.232124 ISSN 0378-7753.

(2022) Roadmap on Li-ion battery manufacturing research. JPhys Energy, 4 (4). 042006. doi:10.1088/2515-7655/ac8e30 ISSN 2515-7655.

Roman Ramirez, Luis, Apachitei, Geanina, Faraji Niri, Mona, Lain, Michael J., Widanage, Widanalage Dhammika and Marco, James (2022) Effect of coating operating parameters on electrode physical characteristics and final electrochemical performance of lithium‑ion batteries. International Journal of Energy and Environmental Engineering, 13 . pp. 943-953. doi:10.1007/s40095-022-00481-w ISSN 2008-9163.

Liu, Kailong, Niri, Mona Faraji, Apachitei, Geanina, Lain, Michael J., Greenwood, David G. and Marco, James (2022) Interpretable machine learning for battery capacities prediction and coating parameters analysis. Control Engineering Practice, 124 . 105202. doi:10.1016/j.conengprac.2022.105202 ISSN 0967-0661.

Faraji Niri, Mona, Liu, Kailong, Apachitei, Geanina, Lain, Michael J., Widanage, Widanalage Dhammika and Marco, James (2022) Quantifying key factors for optimised manufacturing of Li-ion battery anode and cathode via artificial intelligence. Energy and AI, 100 . 100129. doi:10.1016/j.egyai.2021.100129

2021

Roman Ramirez, Luis, Apachitei, Geanina, Faraji Niri, Mona, Lain, Mike J., Widanage, Widanalage Dhammika and Marco, James (2021) Understanding the effect of coating-drying operating variables on electrode physical and electrochemical properties of lithium-ion batteries. Journal of Power Sources, 516 . 230689. doi:10.1016/j.jpowsour.2021.230689 ISSN 0378-7753.

Román-Ramírez, Luis A., Apachitei, Geanina, Faraji-Niri, Mona, Lain, Michael J., Widanage, Widanalage Dhammika and Marco, James (2021) Experimental data of cathodes manufactured in a convective dryer at the pilot-plant scale, and charge and discharge capacities of half-coin lithium-ion cells. Data in Brief, 40 . 107720. doi:10.1016/j.dib.2021.107720 ISSN 2352-3409.

Niri, Mona Faraji, Liu, Kailong, Apachitei, Geanina, Ramirez, Luis Roman, Lain, Michael J., Widanage, Widanalage Dhammika and Marco, James (2021) Machine learning for optimised and clean Li-ion battery manufacturing : revealing the dependency between electrode and cell characteristics. Journal of Cleaner Production, 324 . 129272. doi:10.1016/j.jclepro.2021.129272 ISSN 0959-6526.

Faraji Niri, Mona, Liu, Kailong, Apachitei, Geanina, Roman Ramirez, Luis, Lain, Michael J., Widanage, Widanalage Dhammika and Marco, James (2021) Machine-learning for Li-Ion battery capacity prediction in manufacturing process. In: 240th ECS Meeting, Virtual conference, 10-14 Oct 2021. Published in: ECS Transactions (ECST)

Roman Ramirez, Luis, Apachitei, Geanina, Faraji Niri, Mona, Lain, Michael J., Widanage, Widanalage Dhammika and Marco, James (2021) Study of the cathode coating-drying manufacturing process by design of experiments. In: International Battery Production Conference IBPC 2021, Braunschweig, Germany, 1-3 Nov 2021

Lain, Michael J. and Kendrick, Emma (2021) Understanding the limitations of lithium ion batteries at high rates. Journal of Power Sources, 493 . 229690. doi:10.1016/j.jpowsour.2021.229690 ISSN 0378-7753.

2020

Holloway, Justin, Maddar, Faduma, Lain, Michael J., Loveridge, Melanie, Copley, Mark, Kendrick, Emma and Greenwood, David G. (2020) Determining the limits and effects of high-rate cycling on lithium iron phosphate cylindrical cells. Batteries, 6 (4). 57. doi:10.3390/batteries6040057 ISSN 2313-0105.

2019

Loveridge, Melanie, Tan, Chaou C., Maddar, Faduma, Guillaume, Remy, Abbott, Mike, Dixon, Shaun, McMahon, Richard A., Curnick, Ollie, Ellis, Mark, Lain, Mike J., Barai, Anup, Amor-Segan, Mark, Bhagat, Rohit and Greenwood, David G. (2019) Temperature considerations for charging Li-ion batteries : inductive vs. mains charging modes for portable electronic devices. ACS Energy Letters, 4 (5). pp. 1086-1091. doi:10.1021/acsenergylett.9b00663

2018

Loveridge, Melanie, Malik, Romeo, Paul, S., Manjunatha, K. N., Gallanti, Serena, Tan, Celine, Lain, Michael J., Roberts, A. J. (Andrew J.) and Bhagat, Rohit (2018) Binder-free Sn–Si heterostructure films for high capacity Li-ion batteries. RSC Advances , 8 (30). pp. 16726-16737. doi:10.1039/c7ra13489d ISSN 2046-2069.

Somerville, Limhi, Ferrari, Stefania , Lain, Michael J., McGordon, Andrew, Jennings, Paul. A. and Bhagat, Rohit (2018) An In-Situ Reference Electrode Insertion Method for Commercial 18650-Type Cells. Batteries, 4 (2). p. 18. doi:10.3390/batteries4020018 ISSN 2313-0105.

Loveridge, Melanie, Remy, Guillaume , Kourra, Nadia, Genieser, Ronny, Barai, Anup, Lain, Mike J., Guo, Yue, Amor-Segan, Mark, Williams, Mark A., Amietszajew, Tazdin, Ellis, Mark, Bhagat, Rohit and Greenwood, David G. (2018) Looking deeper into the galaxy (note 7). Batteries, 4 (3). 3. doi:10.3390/batteries4010003 ISSN 2313-0105.

Huang, Qianye, Loveridge, Melanie, Genieser, Ronny, Lain, Michael J. and Bhagat, Rohit (2018) Electrochemical evaluation and phase-related impedance studies on silicon–few layer graphene (FLG) composite electrode systems. Scientific Reports, 8 (1). 1386. doi:10.1038/s41598-018-19929-3 ISSN 2045-2322.

2017

Uddin, Kotub, Somerville, Limhi, Barai, Anup, Lain, Michael J., Rajan, Ashwin T., Jennings, P. A. (Paul A.) and Marco, James (2017) The impact of high-frequency-high-current perturbations on film formation at the negative electrode-electrolyte interface. Electrochimica Acta, 233 . pp. 1-12. doi:10.1016/j.electacta.2017.03.020 ISSN 0013-4686.

2016

Loveridge, Melanie, Lain, Michael J., Johnson, I. D., Roberts, A. J. (Andrew J.), Beattie, Shane D., Dashwood, R. J., Darr, J. A. and Bhagat, Rohit (2016) Towards high capacity Li-ion batteries based on silicon-graphene composite anodes and sub-micron V-doped LiFePO4 cathodes. Scientific Reports, 6 . 37787. doi:10.1038/srep37787 ISSN 2045-2322.

Loveridge, Melanie, Lain, Michael J., Huang, Qianye, Wan, Chaoying, Roberts, Alexander J. , Pappas, George S. and Bhagat, Rohit (2016) Enhancing cycling durability of Li-ion batteries with hierarchical structured silicon–graphene hybrid anodes. Physical Chemistry Chemical Physics, 18 . pp. 30677-30685. doi:10.1039/C6CP06788C ISSN 1463-9076.

Beattie, Shane D., Loveridge, Melanie, Lain, Michael J., Ferraria, Stefania, Polzin, Bryant, Bhagat, Rohit and Dashwood, R. J. (2016) Understanding capacity fade in silicon based electrodes for lithium ion batteries using three electrode cells and upper cut-off voltage studies. Journal of Power Sources, 302 . pp. 426-430. doi:10.1016/j.jpowsour.2015.10.06 ISSN 0378-7753.