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Number of items: 38.
Journal Article
Piombo, Gabriele, Fasolato, Simone, Heymer, Robert, Hidalgo, Marc, Faraji Niri, Mona, Onori, Simona and Marco, James (2024) Unveiling the performance impact of module level features on parallel-connected lithium-ion cells via explainable machine learning techniques on a full factorial design of experiments. Journal of Energy Storage, 84 (Part A). 110783. doi:10.1016/j.est.2024.110783 ISSN 2352-152X.
Piombo, Gabriele, Fasolato, Simone, Heymer, Robert, Hidalgo, Marc, Faraji Niri, Mona, Raimondo, Davide M., Marco, James and Onori, Simona (2024) βFull factorial design of experiments dataset for parallel-connected lithium-ion cells imbalanced performance investigationβ. Data in Brief, 53 . 110227. doi:10.1016/j.dib.2024.110227 ISSN 2352-3409.
Faraji Niri, Mona, Hidalgo, Marc, Apachitei, Geanina, Dogaru, Daniela, Lain, Michael J., Copley, Jack and Marco, James (2024) Data of physical and electrochemical characteristics of calendered NMC622 electrodes and lithium-ion cells at pilot-plant battery manufacturing. Data in Brief, 52 . 109798. doi:10.1016/j.dib.2023.109798 ISSN 2352-3409.
Reynolds, Carl D., Faraji Niri, Mona, Hidalgo, Marc, Heymer, Robert, Roman Ramirez, Luis, Alsofi, Giar, Khanom, Halima, Pye, Ben, Marco, James and Kendrick, Emma (2024) Impact of formulation and slurry properties on lithium-ion electrode manufacturing. Batteries and Supercaps, 7 (2). e202300396. doi:10.1002/batt.202300396 ISSN 2566-6223.
Pietukhov, Rostyslav, Ahtamad, Mujthaba, Faraji Niri, Mona and El-said, Tarek (2023) A hybrid forecasting model with logistic regression and neural networks for improving key performance indicators in supply chains. Supply Chain Analytics, 4 . 100041. doi:10.1016/j.sca.2023.100041
Faraji Niri, Mona, Aslansefat, Koorosh, Haghi, Sajedeh, Hashemian, Mojgan, Daub, RΓΌdiger and Marco, James (2023) A review of the applications of explainable machine learning for lithiumβion batteries : from production to state and performance estimation. Energies, 16 (17). 6360. doi:10.3390/en16176360 ISSN 1996-1073.
Hatherall, Ollie, Niri, Mona Faraji, Barai, Anup, Li, Yi and Marco, James (2023) Remaining discharge energy estimation for lithium-ion batteries using pattern recognition and power prediction. Journal of Energy Storage, 64 . 107091. doi:10.1016/j.est.2023.107091 ISSN 2352-152X.
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.
Haghi, Sajedeh, Hidalgo, Marc, Niri, Mona Faraji, Daub, RΓΌdiger and Marco, James (2023) Machine learning in lithiumβion battery cell production : a comprehensive mapping study. Batteries & Supercaps, 6 (7). e202300046. doi:10.1002/batt.202300046 ISSN 2566-6223.
Faraji-Niri, Mona, Rashid, Muhammed, Sansom, Jonathan, Sheikh, Muhammed, Widanage, Dhammika and Marco, James (2023) Accelerated state of health estimation of second life lithium-ion batteries via electrochemical impedance spectroscopy tests and machine learning techniques. Journal of Energy Storage, 58 . 106295. doi:10.1016/j.est.2022.106295 ISSN 2352-152X.
Faraji-Niri, Mona and Khani, Fatemeh (2023) Robust guaranteed-cost control for half-vehicle active suspension systems subject to Markovian controller uncertainties. IETE Journal of Research, 69 (5). pp. 2701-2709. doi:10.1080/03772063.2021.1905083 ISSN 0974-780X.
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 lithiumβion 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 electrodesβ 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.
Grant, Patrick S., Greenwood, David, Pardikar, Kunal, Smith, Rachel, Entwistle, Thomas, Middlemiss, Laurence, Glen, Murray, Cussen, Serena, Lain, Michael J., Capener, M.J. et al.
(2022)
Roadmap on Li-ion battery manufacturing research.
JPhys Energy, 4
(4).
042006.
doi:10.1088/2515-7655/ac8e30
ISSN 2515-7655.
Faraji Niri, Mona, Reynolds, Carl J., RomΓ‘n RamΓrez, Luis A. A., Kendrick, Emma and Marco, James (2022) Systematic analysis of the impact of slurry coating on manufacture of Li-ion battery electrodes via explainable machine learning. Energy Storage Materials, 51 . pp. 223-238. doi:10.1016/j.ensm.2022.06.036 ISSN 2405-8297.
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 lithiumβion 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, Mafeni Mase, Jimiama and Marco, James (2022) Performance evaluation of convolutional auto encoders for the reconstruction of Li-ion battery electrode microstructure. Energies, 15 (12). pp. 4489-4509. doi:10.3390/en15124489 ISSN 1996-1073.
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
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.
RomΓ‘n-RamΓrez, 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, Dinh, Quang Truong, Yu, Tung Fai, Marco, James and Bui, Truong Minh Ngoc (2021) State of power prediction for lithium-ion batteries in electric vehicles via Wavelet-Markov load analysis. IEEE Transactions on Intelligent Transportation Systems, 22 (9). pp. 5833-5848. doi:10.1109/TITS.2020.3028024 ISSN 1524-9050.
Faraji Niri, Mona, Bui, Truong Minh Ngoc, Dinh, Truong Quang, Hosseinzadeh, Elham, Yu, Tung Fai and Marco, James (2020) Remaining energy estimation for lithium-ion batteries via Gaussian mixture and Markov models for future load prediction. Journal of Energy Storage . doi:10.1016/j.est.2020.101271 ISSN 2352-152X.
Faraji Niri, Mona, Asadzadeh, Vahid and Rahmani Fard, Javad (2019) Stabilization of arbitrary switched nonlinear fractional order dynamical systems : application to Francis Hydro-Turbine Governing System. Information Technology and Control, 48 (3). pp. 401-414. 20470. doi:10.5755/j01.itc.48.3.20470 ISSN 1392-124X.
Conference Item
Hatherall, Ollie, Marco, James, Barari, Anup and Niri, Mona Faraji (2022) Load prediction based remaining discharge energy estimation using a combined online and offline prediction framework. In: 2022 IEEE Conference on Control Technology and Applications (CCTA), Trieste, Italy, 23-25 Aug 2022. Published in: 2022 IEEE Conference on Control Technology and Applications (CCTA) ISBN 9781665473385. doi:10.1109/ccta49430.2022.9966117
Faraji Niri, Mona, Dinh, Quang Truong and Marco, James (2022) Riding pattern identification by machine learning for electric motorcycles. In: 24th International Conference on Mechatronics Technology β ICMT 2021, Singapore (Virtual Conference), 18-22 Dec 2021. Published in: 2021 24th International Conference on Mechatronics Technology (ICMT) ISBN 9781665424592. doi:10.1109/ICMT53429.2021.9687179
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
Faraji Niri, Mona, Liu, Kailong, Apachitei, Geanina, Roman Ramirez, Luis, Widanage, Widanalage Dhammika and Marco, James (2021) Data mining for quality prediction of battery in manufacturing process : Cathode coating process. In: International Conference on Applied Energy 2020, Bangkok, Thailand; Virtual, 1-10 Dec 2020. Published in: Proceedings of 12th International Conference on Applied Energy, 2020, 11 (3). ISBN 9789198673821.
Kalamian, Nasrin and Faraji Niri, Mona (2021) On the design of a nonlinear model predictive controller based on enhanced disturbance observer for dynamic walking of biped robots. In: 7th International Conference on Control, Instrumentation and Automation, Tabriz, Iran, 22-24 Feb 2021. Published in: 2021 7th International Conference on Control, Instrumentation and Automation (ICCIA) ISBN 9781665403504. doi:10.1109/ICCIA52082.2021.9403547
Afshari, Vahid, Faraji Niri, Mona and Kalamian, Nasrin (2020) Robust fault detection and isolation in semi-actively controlled building structures using a set of unknown input observers. In: 2020 28th Iranian Conference on Electrical Engineering (ICEE), Tabriz, Iran , 4-6 Aug 2020 . Published in: 2020 28th Iranian Conference on Electrical Engineering (ICEE) ISBN 9781728172965. doi:10.1109/ICEE50131.2020.9260729
Kalamian, Nasrin, Faraji Niri, Mona and Massomfar, Meysam (2020) Design of a nonlinear model-based predictive controller for a wind turbine based on PMSG using an augmented extended Kalman filter. In: 2019 6th International Conference on Control, Instrumentation and Automation (ICCIA), Sanandaj, Iran , 30-31 Oct 2019 . Published in: 2019 6th International Conference on Control, Instrumentation and Automation (ICCIA) ISBN 9781728158150. doi:10.1109/ICCIA49288.2019.9030837
Akbari, Nasim, Sadr, Ali, Kazemy, Ali and Faraji Niri, Mona (2020) Exponential synchronization of a complex dynamical network with piecewise-homogeneous Markovian jump structure and coupling delay. In: 6th International Conference on Control, Instrumentation and Automation (ICCIA), Sanandaj, Iran, 30-31 Oct 2019. Published in: 2019 6th International Conference on Control, Instrumentation and Automation (ICCIA) pp. 1-6. ISBN 9781728158150. doi:10.1109/ICCIA49288.2019.9030996
Faraji Niri, Mona, Bui, Truong Minh Ngoc, Yu, Tung Fai and Marco, James (2020) Model-based end of discharge temperature prediction for lithium-ion batteries. In: IFAC World Congress 2020, Virtual conference, 11-17 Jul 2020. Published in: IFAC-PapersOnLine, 53 (2). pp. 12701-12707. doi:10.1016/j.ifacol.2020.12.1861 ISSN 2405-8963.
Bui, Truong Minh Ngoc, Faraji-Niri, Mona, Worwood, Daniel, Dinh, Truong Quang and Marco, James (2019) An advanced hardware-in-the-loop battery simulation platform for the experimental testing of battery management system. In: 23rd International Conference on Mechatronics Technology (ICMT2019), University of Salerno, Salerno, Italy, 23-26 Oct 2019
Faraji Niri, Mona, Marco, James, Dinh, Quang Truong and Yu, Tung Fai (2019) Two layer Markov model for prediction of future load and end of discharge time of batteries. In: International Conference on Mechatronics Technology , Salerno, Italy, 23-26 Dec 2019
Journal Item
Rashid, Muhammad, Faraji-Niri, Mona, Sansom, Jonathan E. H., Sheikh, Muhammad, Widanage, Dhammika and Marco, James (2023) Dataset for rapid state of health estimation of lithium batteries using EIS and machine learning : training and validation. Data in Brief, 48 . 109157. ISSN 2352-3409 doi:10.1016/j.dib.2023.109157
This list was generated on Thu Mar 28 14:04:43 2024 GMT.