Diagnosing various failures of lithium-ion batteries using artificial neural network enhanced by likelihood mapping

Authors: Lee, Sangheon, Han, Seongho, Han, Kyoung Hwan, Kim, Youngju, Agarwal, Samarth, Hariharan, Krishnan S., Oh, Bookeun, Yoon, Jongmoon

Source: In Journal of Energy Storage August 2021 40

On-Board State Estimation in Electrical Vehicles: Achieving Accuracy and Computational Efficiency Through an Electrochemical Model

Authors: Verma, M. K. S., Basu, Suman, Patil, Rajkumar S., Hariharan, Krishnan S., Adiga, Shashishekar P., Kolake, Subramanya Mayya, Oh, Dukjin, Song, Taewon, Sung, Younghun

Source: IEEE transactions on vehicular technology. 69(3):2563-2575

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100101555644.0x000001&indx=1&recIds=ETOCvdc_100101555644.0x000001

Transfer learning based generalized framework for state of health estimation of Li-ion cells.

Authors: Sahoo, Subhasmita¹ (AUTHOR) sahoo.subhasmita45@gmail.com, Hariharan, Krishnan S.¹ (AUTHOR), Agarwal, Samarth¹ (AUTHOR), Swernath, Subramanian B.¹ (AUTHOR), Bharti, Roshan¹ (AUTHOR), Han, Seongho² (AUTHOR), Lee, Sangheon² (AUTHOR)

Source: Scientific Reports. 8/1/2022, Vol. 12 Issue 1, p1-12. 12p.

Subject Terms: *ARTIFICIAL neural networks, *ELECTRIC potential, *ELECTRONIC equipment, *CYTOCHEMISTRY, *CELLULAR aging

On-Board Short-Circuit Detection of Li-ion Batteries Undergoing Fixed Charging Profile as in Smartphone Applications

Authors: Naha, Arunava, Khandelwal, Ashish, Hariharan, Krishnan S., Kaushik, Anshul, Yadu, Ankit, Kolake, Subramanya Mayya

Source: IEEE transactions on industrial electronics. 66(11):8782-8791

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Analysis of the effect of resistance increase on the capacity fade of lithium ion batteries

Authors: Mandli, Aravinda R., Kaushik, Anshul, Patil, Rajkumar S., Naha, Arunava, Hariharan, Krishnan S., Kolake, Subramanya M., Han, Seongho, Choi, Wooin

Source: International journal of energy research. 43(6):2044-2056

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Coupled electrochemical thermal modelling of a novel Li-ion battery pack thermal management system

Authors: Basu, Suman, Hariharan, Krishnan S., Kolake, Subramanya Mayya, Song, Taewon, Sohn, Dong Kee, Yeo, Taejung

Source: In Applied Energy 1 November 2016 181:1-13

A novel multistage Support Vector Machine based approach for Li ion battery remaining useful life estimation

Authors: Patil, Meru A., Tagade, Piyush, Hariharan, Krishnan S., Kolake, Subramanya M., Song, Taewon, Yeo, Taejung, Doo, Seokgwang

Source: In Applied Energy 1 December 2015 159:285-297

Stochastic spectral projection of electrochemical thermal model for lithium-ion cell state estimation

Authors: Tagade, Piyush, Hariharan, Krishnan S., Kolake, Subramanya Mayya, Song, Taewon, Oh, Dukjin

Source: Journal of power sources. 343:520-535

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Bayesian calibration for electrochemical thermal model of lithium-ion cells

Authors: Tagade, Piyush, Hariharan, Krishnan S., Basu, Suman, Verma, Mohan Kumar Singh, Kolake, Subramanya Mayya, Song, Taewon, Oh, Dukjin, Yeo, Taejung, Doo, Seokgwang

Source: Journal of power sources. 320:296-309

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Recursive Bayesian filtering framework for lithium-ion cell state estimation

Authors: Tagade, Piyush, Hariharan, Krishnan S., Gambhire, Priya, Kolake, Subramanya Mayya, Song, Taewon, Oh, Dukjin, Yeo, Taejung, Doo, Seokgwang

Source: Journal of power sources. 306:274-288

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Volume averaged reduced order Donnan Steric Pore Model for nanofiltration membranes

Authors: Kumar, V. Senthil, Hariharan, Krishnan S., Mayya, K. Subramanya, Han, Sungsoo

Source: In Desalination 1 August 2013 322:21-28

Internal short circuit detection in Li-ion batteries using supervised machine learning

Authors: Naha, Arunava, Khandelwal, Ashish, Agarwal, Samarth, Tagade, Piyush, Hariharan, Krishnan S., Kaushik, Anshul, Yadu, Ankit, Kolake, Subramanya Mayya, Han, Seongho, Oh, Bookeun

Source: Scientific reports. 10(1)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100131007991.0x000001&indx=1&recIds=ETOCvdc_100131007991.0x000001

Deep Gaussian process regression for lithium-ion battery health prognosis and degradation mode diagnosis

Authors: Tagade, Piyush, Hariharan, Krishnan S., Ramachandran, Sanoop, Khandelwal, Ashish, Naha, Arunava, Kolake, Subramanya Mayya, Han, Seong Ho

Source: Journal of power sources. 445

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100093937323.0x000001&indx=1&recIds=ETOCvdc_100093937323.0x000001

An Incremental Voltage Difference Based Technique for Online State of Health Estimation of Li-ion Batteries

Authors: Naha, Arunava, Han, Seongho, Agarwal, Samarth, Guha, Arijit, Khandelwal, Ashish, Tagade, Piyush, Hariharan, Krishnan S., Kolake, Subramanya Mayya, Yoon, Jongmoon, Oh, Bookeun

Source: Scientific reports. 10(1)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100176332847.0x000001&indx=1&recIds=ETOCvdc_100176332847.0x000001

Thermally coupled moving boundary model for charge–discharge of LiFePO4/C cells

Authors: Khandelwal, Ashish, Hariharan, Krishnan S., Gambhire, Priya, Kolake, Subramanya Mayya, Yeo, Taejung, Doo, Seokgwang

Source: Journal of power sources. 279:180-196

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Non-isothermal electrochemical model for lithium-ion cells with composite cathodes

Authors: Basu, Suman, Patil, Rajkumar S., Ramachandran, Sanoop, Hariharan, Krishnan S., Kolake, Subramanya Mayya, Song, Taewon, Oh, Dukjin, Yeo, Taejung, Doo, Seokgwang

Source: Journal of power sources. 283:132-150

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Effects of variation in chain length on ternary polymer electrolyte – Ionic liquid mixture – A molecular dynamics simulation study

Authors: Raju, S.G., Hariharan, Krishnan S., Park, Da-Hye, Kang, HyoRang, Kolake, Subramanya Mayya

Source: Journal of power sources. 293:983-992

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A physics based reduced order aging model for lithium-ion cells with phase change

Authors: Gambhire, Priya, Hariharan, Krishnan S., Khandelwal, Ashish, Kolake, Subramanya Mayya, Yeo, Taejung, Doo, Seokgwang

Source: Journal of power sources. 270:281-291

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Battery recharge estimator using battery impedance response

Battery state estimator with overpotential-based variable resistors