Estimated temperature distribution-based state-of-health prediction via recursive least squares in electro-thermal circuit model
Recently, high‑nickel technology has attracted attention to improve energy density of battery cells, and as energy density is increased, research on state management and safety of battery cells has become more important. Particularly, when a large number of battery cells are connected, different agi...
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Published in | Journal of energy storage Vol. 55; p. 105652 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
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Elsevier Ltd
25.11.2022
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Abstract | Recently, high‑nickel technology has attracted attention to improve energy density of battery cells, and as energy density is increased, research on state management and safety of battery cells has become more important. Particularly, when a large number of battery cells are connected, different aging tendencies may occur, which directly affects performance and safety. The aging of lithium-ion battery is determined based on capacity or resistance, but it is difficult to measure directly on the real-time. Accordingly, research on soundness indicators for monitoring aging of lithium-ion batteries in real time is active. In addition, the health indicators (HIs) are also used as information for determining the performance and safety of the battery by determining aging. In this study, using two lithium-ion battery of different composition ration both Ni0.5Co0.2Mn0.3O2 (NCM523) and Ni0.6Co0.2Mn0.2O2 (NCM622) pouch-type cells were subjected to cycling tests, and the results revealed their different characteristics. Besides, in this study, useful term resistance is extracted in real time to identify aging based on the recursive least squares (RLS). And the extracted resistance is used as heat generation of the thermal model. In addition, the main parameters of the thermal model implemented for temperature estimation were verified through simulation. The thermal-electrical model can perform temperature estimation based on a real-time current-voltage input, and the resistance and temperature estimation performance due to aging is confirmed using the cycle experiment data. It was confirmed that both resistance and temperature can be used as important information for the battery state-of-health estimation.
•Performed an analysis of lithium-ion battery aging characteristics.•Extraction of real-time health indicator based on electrical thermal models.•Estimation of temperature and analysis of thermal behavior with aging.•Proposal of a method for aging and temperature using an estimation algorithm. |
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AbstractList | Recently, high‑nickel technology has attracted attention to improve energy density of battery cells, and as energy density is increased, research on state management and safety of battery cells has become more important. Particularly, when a large number of battery cells are connected, different aging tendencies may occur, which directly affects performance and safety. The aging of lithium-ion battery is determined based on capacity or resistance, but it is difficult to measure directly on the real-time. Accordingly, research on soundness indicators for monitoring aging of lithium-ion batteries in real time is active. In addition, the health indicators (HIs) are also used as information for determining the performance and safety of the battery by determining aging. In this study, using two lithium-ion battery of different composition ration both Ni0.5Co0.2Mn0.3O2 (NCM523) and Ni0.6Co0.2Mn0.2O2 (NCM622) pouch-type cells were subjected to cycling tests, and the results revealed their different characteristics. Besides, in this study, useful term resistance is extracted in real time to identify aging based on the recursive least squares (RLS). And the extracted resistance is used as heat generation of the thermal model. In addition, the main parameters of the thermal model implemented for temperature estimation were verified through simulation. The thermal-electrical model can perform temperature estimation based on a real-time current-voltage input, and the resistance and temperature estimation performance due to aging is confirmed using the cycle experiment data. It was confirmed that both resistance and temperature can be used as important information for the battery state-of-health estimation.
•Performed an analysis of lithium-ion battery aging characteristics.•Extraction of real-time health indicator based on electrical thermal models.•Estimation of temperature and analysis of thermal behavior with aging.•Proposal of a method for aging and temperature using an estimation algorithm. |
ArticleNumber | 105652 |
Author | Kim, Deokhan Park, Jinhyeong Choi, Jin Hyeok Kwon, Soon-Jong Kang, Deokhun Yoo, Kisoo Kim, Jonghoon |
Author_xml | – sequence: 1 givenname: Deokhun surname: Kang fullname: Kang, Deokhun organization: Energy Storage and Conversion Laboratory, Department of Electrical Engineering, Chungnam National University, Daejeon 34134, Republic of Korea – sequence: 2 givenname: Jinhyeong surname: Park fullname: Park, Jinhyeong organization: Energy Storage and Conversion Laboratory, Department of Electrical Engineering, Chungnam National University, Daejeon 34134, Republic of Korea – sequence: 3 givenname: Deokhan surname: Kim fullname: Kim, Deokhan organization: Energy Science Team, Safety Testing Center, HCT CO., LTD, Icheon 17383, Republic of Korea – sequence: 4 givenname: Jin Hyeok surname: Choi fullname: Choi, Jin Hyeok organization: Department of Renewable Energy, Korea Electric Power Research Institute, Daejeon 34056, Republic of Korea – sequence: 5 givenname: Soon-Jong surname: Kwon fullname: Kwon, Soon-Jong organization: Department of New Energy Technology, Korea Electric Power Research Institute, Daejeon 34056, Republic of Korea – sequence: 6 givenname: Kisoo surname: Yoo fullname: Yoo, Kisoo email: kisooyoo@yu.ac.kr organization: Clean Energy Systems Laboratory, School of Mechanical Engineering, Yeungnam University, Gyeongsan, Gyeongsangbuk-do 38541, Republic of Korea – sequence: 7 givenname: Jonghoon surname: Kim fullname: Kim, Jonghoon email: whdgns0422@cnu.ac.kr organization: Energy Storage and Conversion Laboratory, Department of Electrical Engineering, Chungnam National University, Daejeon 34134, Republic of Korea |
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Cites_doi | 10.1016/j.jpowsour.2015.12.122 10.1149/1.2221767 10.3390/en6083654 10.1016/j.ijheatmasstransfer.2016.09.005 10.1016/j.rser.2019.01.023 10.1038/s41598-017-18424-5 10.1016/j.egyr.2020.03.026 10.1016/j.jpowsour.2014.09.127 10.1039/D1CP00359C 10.1016/j.jpowsour.2015.09.110 10.1016/j.est.2021.102854 10.1016/j.electacta.2022.140801 10.1016/j.actaastro.2020.01.034 10.1016/j.jpowsour.2021.230864 10.1016/j.jpowsour.2015.02.091 10.1016/j.apenergy.2017.07.056 10.1016/j.jpowsour.2017.01.040 10.1016/j.jpowsour.2014.11.065 10.1016/j.rser.2020.110015 10.3390/en11071820 10.1016/j.apenergy.2012.09.030 10.1016/j.jpowsour.2004.07.021 10.1016/j.apenergy.2019.113343 10.1016/j.jpowsour.2005.07.054 10.1016/j.jpowsour.2015.07.041 10.3390/en80910153 10.1016/j.jpowsour.2004.07.022 10.1016/j.energy.2021.121023 10.1016/j.jpowsour.2013.10.114 10.1016/j.electacta.2021.138979 10.1016/j.applthermaleng.2019.114523 10.1016/j.rser.2020.110145 10.1016/j.jelechem.2019.113729 10.1016/j.jpowsour.2009.08.019 |
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Keywords | Lithium-ion batteries Battery aging Electro-thermal circuit model Parameter identification Thermal behavior Health indicator |
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References | Gandoman, Jaguemont, Goutam, Gopalakrishnan, Firouz, Kalogiannis, Omar, Mierlo (bb0010) 2019; 251 Kwon, Han, Choi, Lim, Lee, Kim (bb0160) 2020; 858 Shabani, Biju (bb0200) 2015; 8 Dehghani-Sanij, Tharumalingam, Dusseaulta, Fraser (bb0015) 2019; 104 Waag, Käbitz, Sauer (bb0185) 2013; 102 Wu, Yufit, Merla, Martinez-Botas, Brandon, Offer (bb0075) 2015; 273 Guo, Qiu, Hou, Liaw, Zhang (bb0090) 2014; 249 Duong, Bastawrous, See (bb0165) 2017; 204 Liu, Wang, Peng, Xie, Liao (bb0100) 2013; 6 Ramotar, Rohrauer, Filion, MacDonald (bb0120) 2017; 343 Kopacz, Herschitz, Roney (bb0030) 2020; 170 Zhang, Xia, Li, Cao, Lai, Zheng, Wang, Wang (bb0005) 2018; 11 Damay, Forgez, Bichat, Friedrich (bb0195) 2015; 283 Bloom, Walker, Basco, Abraham, Christophersen, Ho (bb0070) 2010; 195 Xie, He, Gao, Li, Wang, Liu, Yan, Yang (bb0140) 2021; 392 Barai, Uddin, Widanage, McGordon, Jennings (bb0175) 2018; 8 Pang, Guo, Longxing, Jin, Zhang, Liu (bb0110) 2021; 41 McCarthy, Gullapalli, Kennedy (bb0115) 2022; 519 Wang, Tian, Sun, Wang, Ruilong, Li, Chen (bb0050) 2020; 131 Kwon, Lee, Lim, Choi, Kim (bb0155) 2018; 406 Park, Kim, Park, Baek, Kim (bb0170) 2021; 232 Merla, Wu, Yufit, Brandon, Martinez-Botas, Offer (bb0080) 2016; 307 Duong, Bastawrous, Lim, See, Zhang, Dou (bb0190) 2015; 296 Nuchturee, Li, Xia (bb0025) 2020; 134 Fantham, Gladwin (bb0040) 2020; 6 Xie, Savvarisal, Antonios, Dan, Jason (bb0020) 2020; 13 Wang, Pei, Wang, Lu, Zhu (bb0095) 2016; 301 Ludwig, Zilberman, Oberbauer, Rogge, Fischer, Rehm, Jossen (bb0105) 2022; 521 Dubarry, Svoboda, Hwu, Yann Liaw (bb0085) 2006; 9 Situ, Yang, Li, Zhang, Rao, Wei, Huang (bb0125) 2017; 104 Teliz, Zinola, Díaz (bb0145) 2022; 426 Erol (bb0035) 2020; 30 Bloom, Christophersen, Abraham, Gering (bb0065) 2006; 157 Bloom, Christophersen, Gering (bb0060) 2005; 139 Petzl, Kasper, Danzer (bb0130) 2015; 275 Gan, Wang, Liang, Huang, Meilong (bb0135) 2020; 164 Barai, Uddin, Widanage, McGordon, Jennings (bb0180) 2018; 8 Bloom, Jansen, Abraham, Knuth, Jones, Battaglia (bb0055) 2005; 139 Edge (bb0150) 2021; 23 Dai, Jiang, Xiaosong, Lin, Wei, Pechte (bb0045) 2020; 110480 Bloom (10.1016/j.est.2022.105652_bb0065) 2006; 157 Liu (10.1016/j.est.2022.105652_bb0100) 2013; 6 Waag (10.1016/j.est.2022.105652_bb0185) 2013; 102 Kwon (10.1016/j.est.2022.105652_bb0155) 2018; 406 Edge (10.1016/j.est.2022.105652_bb0150) 2021; 23 Fantham (10.1016/j.est.2022.105652_bb0040) 2020; 6 Dubarry (10.1016/j.est.2022.105652_bb0085) 2006; 9 Kwon (10.1016/j.est.2022.105652_bb0160) 2020; 858 Teliz (10.1016/j.est.2022.105652_bb0145) 2022; 426 Duong (10.1016/j.est.2022.105652_bb0190) 2015; 296 Dai (10.1016/j.est.2022.105652_bb0045) 2020; 110480 Gan (10.1016/j.est.2022.105652_bb0135) 2020; 164 Wu (10.1016/j.est.2022.105652_bb0075) 2015; 273 Guo (10.1016/j.est.2022.105652_bb0090) 2014; 249 Duong (10.1016/j.est.2022.105652_bb0165) 2017; 204 Pang (10.1016/j.est.2022.105652_bb0110) 2021; 41 Zhang (10.1016/j.est.2022.105652_bb0005) 2018; 11 Kopacz (10.1016/j.est.2022.105652_bb0030) 2020; 170 Xie (10.1016/j.est.2022.105652_bb0140) 2021; 392 Barai (10.1016/j.est.2022.105652_bb0175) 2018; 8 Damay (10.1016/j.est.2022.105652_bb0195) 2015; 283 Erol (10.1016/j.est.2022.105652_bb0035) 2020; 30 Wang (10.1016/j.est.2022.105652_bb0095) 2016; 301 Ramotar (10.1016/j.est.2022.105652_bb0120) 2017; 343 Xie (10.1016/j.est.2022.105652_bb0020) 2020; 13 Bloom (10.1016/j.est.2022.105652_bb0055) 2005; 139 Park (10.1016/j.est.2022.105652_bb0170) 2021; 232 Shabani (10.1016/j.est.2022.105652_bb0200) 2015; 8 Barai (10.1016/j.est.2022.105652_bb0180) 2018; 8 Dehghani-Sanij (10.1016/j.est.2022.105652_bb0015) 2019; 104 Merla (10.1016/j.est.2022.105652_bb0080) 2016; 307 Ludwig (10.1016/j.est.2022.105652_bb0105) 2022; 521 Nuchturee (10.1016/j.est.2022.105652_bb0025) 2020; 134 Bloom (10.1016/j.est.2022.105652_bb0070) 2010; 195 Gandoman (10.1016/j.est.2022.105652_bb0010) 2019; 251 Wang (10.1016/j.est.2022.105652_bb0050) 2020; 131 Situ (10.1016/j.est.2022.105652_bb0125) 2017; 104 Bloom (10.1016/j.est.2022.105652_bb0060) 2005; 139 McCarthy (10.1016/j.est.2022.105652_bb0115) 2022; 519 Petzl (10.1016/j.est.2022.105652_bb0130) 2015; 275 |
References_xml | – volume: 104 start-page: 743 year: 2017 end-page: 748 ident: bb0125 article-title: Effect of high temperature environment on the performance of LiNi0.5Co0.2Mn0.3O2 battery publication-title: Int. J. Heat Mass Transf. contributor: fullname: Huang – volume: 296 start-page: 215 year: 2015 end-page: 224 ident: bb0190 article-title: Online state of charge and model parameters estimation of the LiFePO4 battery in electric vehicles using multiple adaptive forgetting factors recursive least-squares publication-title: J. Power Sources contributor: fullname: Dou – volume: 521 year: 2022 ident: bb0105 article-title: Adaptive method for sensorless temperature estimation over the lifetime of lithium-ion batteries publication-title: J. Power Sources contributor: fullname: Jossen – volume: 164 year: 2020 ident: bb0135 article-title: Development of thermal equivalent circuit model of heat pipe-based thermal management system for a battery module with cylindrical cells publication-title: Appl. Therm. Eng. contributor: fullname: Meilong – volume: 232 year: 2021 ident: bb0170 article-title: Complementary cooperative SOC/capacity estimator based on the discrete variational derivative combined with the DEKF for electric power applications publication-title: Energy contributor: fullname: Kim – volume: 139 start-page: 295 year: 2005 end-page: 303 ident: bb0055 article-title: Differential voltage analyses of high-power, lithium-ion cells publication-title: J. Power Sources contributor: fullname: Battaglia – volume: 858 year: 2020 ident: bb0160 article-title: Remaining-useful-life prediction via multiple linear regression and recurrent neural network reflecting degradation information of 20Ah LiNixMnyCo1−x−yO2 pouch cell publication-title: J. Electroanal. Chem. contributor: fullname: Kim – volume: 23 start-page: 8200 year: 2021 end-page: 8221 ident: bb0150 article-title: Lithium ion battery degradation: what you need to know publication-title: Phys. Chem. Chem. Phys. contributor: fullname: Edge – volume: 251 year: 2019 ident: bb0010 article-title: Concept of reliability and safety assessment of lithium-ion batteries in electric vehicles: basics, progress, and challenges publication-title: Appl. Energy contributor: fullname: Mierlo – volume: 195 start-page: 877 year: 2010 end-page: 882 ident: bb0070 article-title: Differential voltage analyses of high-power lithium-ion cells. 4. Cells containing NMC publication-title: J. Power Sources contributor: fullname: Ho – volume: 6 start-page: 3654 year: 2013 end-page: 3668 ident: bb0100 article-title: Satellite lithium-ion battery remaining cycle life prediction with novel indirect health indicator extraction publication-title: Energies contributor: fullname: Liao – volume: 8 year: 2018 ident: bb0180 article-title: A study of the influence of measurement timescale on internal resistance characterisation methodologies for lithium-ion cells publication-title: Sci. Rep. contributor: fullname: Jennings – volume: 283 start-page: 37 year: 2015 end-page: 45 ident: bb0195 article-title: Thermal modeling of large prismatic LiFePO4/graphite battery. Coupled thermal and heat generation models for characterization and simulation publication-title: J. Power Sources contributor: fullname: Friedrich – volume: 110480 year: 2020 ident: bb0045 article-title: Advanced battery management strategies for a sustainable energy future: multilayer design concepts and research trends publication-title: Renew. Sustain. Energy Rev. contributor: fullname: Pechte – volume: 139 start-page: 304 year: 2005 end-page: 313 ident: bb0060 article-title: Differential voltage analyses of high-power lithium-ion cells publication-title: J. Power Sources contributor: fullname: Gering – volume: 134 year: 2020 ident: bb0025 article-title: Energy efficiency of integrated electric propulsion for ships – a review publication-title: Renew. Sustain. Energy Rev. contributor: fullname: Xia – volume: 6 start-page: 209 year: 2020 end-page: 216 ident: bb0040 article-title: Impact of cell balance on grid scale battery energy storage systems publication-title: Energy Rep. contributor: fullname: Gladwin – volume: 8 start-page: 10153 year: 2015 end-page: 10177 ident: bb0200 article-title: Theoretical modeling methods for thermal management of batteries publication-title: Energies contributor: fullname: Biju – volume: 102 start-page: 885 year: 2013 end-page: 897 ident: bb0185 article-title: Experimental investigation of the lithium-ion battery impedance characteristic at various conditions and aging states and its influence on the application publication-title: Appl. Energy contributor: fullname: Sauer – volume: 426 year: 2022 ident: bb0145 article-title: Identification and quantification of ageing mechanisms in Li-ion batteries by electrochemical impedance spectroscopy publication-title: Electrochim. Acta contributor: fullname: Díaz – volume: 41 year: 2021 ident: bb0110 article-title: A novel extended Kalman filter-based battery internal and surface temperature estimation based on an improved electro-thermal publication-title: J.Energy Storage contributor: fullname: Liu – volume: 307 start-page: 308 year: 2016 end-page: 319 ident: bb0080 article-title: Novel application of differential thermal voltammetry as an in-depth state-of-health diagnosis method for lithium-ion batteries publication-title: J. Power Sources contributor: fullname: Offer – volume: 343 start-page: 383 year: 2017 end-page: 394 ident: bb0120 article-title: Experimental verification of a thermal equivalent circuit dynamic model on an extended range electric vehicle battery pack publication-title: J.Power Sources contributor: fullname: MacDonald – volume: 131 year: 2020 ident: bb0050 article-title: A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems publication-title: Renew. Sustain. Energy Rev. contributor: fullname: Chen – volume: 519 year: 2022 ident: bb0115 article-title: Real-time internal temperature estimation of commercial Li-ion batteries using online impedance measurements publication-title: J. Power Sources contributor: fullname: Kennedy – volume: 406 year: 2018 ident: bb0155 article-title: Performance and life degradation characteristics analysis of NCM LIB for BESS publication-title: Electronics contributor: fullname: Kim – volume: 301 start-page: 187 year: 2016 end-page: 193 ident: bb0095 article-title: Capacity-loss diagnostic and life-time prediction in lithium-ion batteries: part 1. Development of a capacity-loss diagnostic method based on open-circuit voltage analysis publication-title: J. Power Sources contributor: fullname: Zhu – volume: 392 year: 2021 ident: bb0140 article-title: Degradation identification of LiNi0.8Co0.1Mn0.1O2/graphite lithium-ion batteries under fast charging conditions publication-title: Electrochim. Acta contributor: fullname: Yang – volume: 13 start-page: 432 year: 2020 end-page: 450 ident: bb0020 article-title: Review of hybrid electric powered aircraft, its conceptual design and energy management methodologies publication-title: Chin. J. Aeronaut. contributor: fullname: Jason – volume: 157 start-page: 537 year: 2006 end-page: 542 ident: bb0065 article-title: Differential voltage analyses of high-power lithium-ion cells publication-title: J. Power Sources contributor: fullname: Gering – volume: 275 start-page: 799 year: 2015 end-page: 807 ident: bb0130 article-title: Lithium plating in a commercial lithium-ion battery - a low-temperature aging study publication-title: J. Power Sources contributor: fullname: Danzer – volume: 8 year: 2018 ident: bb0175 article-title: A study of the influence of measurement timescale on internal resistance characterisation methodologies for lithium-ion cells publication-title: Sci. Rep. contributor: fullname: Jennings – volume: 30 year: 2020 ident: bb0035 article-title: Determination of the topology of lithium-ion battery packs for space equipment and validation through experimental investigation publication-title: J.Energy Storage contributor: fullname: Erol – volume: 11 start-page: 1820 year: 2018 ident: bb0005 article-title: State of the art of lithium-ion battery SOC estimation for electrical vehicles publication-title: Energies contributor: fullname: Wang – volume: 273 start-page: 495 year: 2015 end-page: 501 ident: bb0075 article-title: Differential thermal voltammetry for tracking of degradation in lithium-ion batteries publication-title: J. Power Sources contributor: fullname: Offer – volume: 249 start-page: 457 year: 2014 end-page: 462 ident: bb0090 article-title: State of health estimation for lithium ion batteries based on charging curves publication-title: J. Power Sources contributor: fullname: Zhang – volume: 170 start-page: 93 year: 2020 end-page: 105 ident: bb0030 article-title: Small satellites an overview and assessment publication-title: Acta Astronaut. contributor: fullname: Roney – volume: 9 start-page: A454 year: 2006 ident: bb0085 article-title: Incremental capacity analysis and close-to-equilibrium OCV measurements to quantify capacity fade in commercial rechargeable lithium batteries publication-title: Electrochem. Solid-State Lett. contributor: fullname: Yann Liaw – volume: 204 start-page: 560 year: 2017 end-page: 571 ident: bb0165 article-title: Accurate approach to the temperature effect on state of charge estimation in the LiFePO4 battery under dynamic load operation publication-title: Appl. Energy contributor: fullname: See – volume: 104 start-page: 192 year: 2019 end-page: 208 ident: bb0015 article-title: Study of energy storage systems and environmental challenges of batteries publication-title: Renew. Sustain. Energy Rev. contributor: fullname: Fraser – volume: 307 start-page: 308 year: 2016 ident: 10.1016/j.est.2022.105652_bb0080 article-title: Novel application of differential thermal voltammetry as an in-depth state-of-health diagnosis method for lithium-ion batteries publication-title: J. Power Sources doi: 10.1016/j.jpowsour.2015.12.122 contributor: fullname: Merla – volume: 9 start-page: A454 issue: 10 year: 2006 ident: 10.1016/j.est.2022.105652_bb0085 article-title: Incremental capacity analysis and close-to-equilibrium OCV measurements to quantify capacity fade in commercial rechargeable lithium batteries publication-title: Electrochem. Solid-State Lett. doi: 10.1149/1.2221767 contributor: fullname: Dubarry – volume: 6 start-page: 3654 issue: 8 year: 2013 ident: 10.1016/j.est.2022.105652_bb0100 article-title: Satellite lithium-ion battery remaining cycle life prediction with novel indirect health indicator extraction publication-title: Energies doi: 10.3390/en6083654 contributor: fullname: Liu – volume: 104 start-page: 743 year: 2017 ident: 10.1016/j.est.2022.105652_bb0125 article-title: Effect of high temperature environment on the performance of LiNi0.5Co0.2Mn0.3O2 battery publication-title: Int. J. Heat Mass Transf. doi: 10.1016/j.ijheatmasstransfer.2016.09.005 contributor: fullname: Situ – volume: 104 start-page: 192 year: 2019 ident: 10.1016/j.est.2022.105652_bb0015 article-title: Study of energy storage systems and environmental challenges of batteries publication-title: Renew. Sustain. Energy Rev. doi: 10.1016/j.rser.2019.01.023 contributor: fullname: Dehghani-Sanij – volume: 8 year: 2018 ident: 10.1016/j.est.2022.105652_bb0180 article-title: A study of the influence of measurement timescale on internal resistance characterisation methodologies for lithium-ion cells publication-title: Sci. Rep. doi: 10.1038/s41598-017-18424-5 contributor: fullname: Barai – volume: 6 start-page: 209 year: 2020 ident: 10.1016/j.est.2022.105652_bb0040 article-title: Impact of cell balance on grid scale battery energy storage systems publication-title: Energy Rep. doi: 10.1016/j.egyr.2020.03.026 contributor: fullname: Fantham – volume: 273 start-page: 495 year: 2015 ident: 10.1016/j.est.2022.105652_bb0075 article-title: Differential thermal voltammetry for tracking of degradation in lithium-ion batteries publication-title: J. Power Sources doi: 10.1016/j.jpowsour.2014.09.127 contributor: fullname: Wu – volume: 23 start-page: 8200 year: 2021 ident: 10.1016/j.est.2022.105652_bb0150 article-title: Lithium ion battery degradation: what you need to know publication-title: Phys. Chem. Chem. Phys. doi: 10.1039/D1CP00359C contributor: fullname: Edge – volume: 301 start-page: 187 year: 2016 ident: 10.1016/j.est.2022.105652_bb0095 article-title: Capacity-loss diagnostic and life-time prediction in lithium-ion batteries: part 1. Development of a capacity-loss diagnostic method based on open-circuit voltage analysis publication-title: J. Power Sources doi: 10.1016/j.jpowsour.2015.09.110 contributor: fullname: Wang – volume: 41 year: 2021 ident: 10.1016/j.est.2022.105652_bb0110 article-title: A novel extended Kalman filter-based battery internal and surface temperature estimation based on an improved electro-thermal publication-title: J.Energy Storage doi: 10.1016/j.est.2021.102854 contributor: fullname: Pang – volume: 426 year: 2022 ident: 10.1016/j.est.2022.105652_bb0145 article-title: Identification and quantification of ageing mechanisms in Li-ion batteries by electrochemical impedance spectroscopy publication-title: Electrochim. Acta doi: 10.1016/j.electacta.2022.140801 contributor: fullname: Teliz – volume: 170 start-page: 93 year: 2020 ident: 10.1016/j.est.2022.105652_bb0030 article-title: Small satellites an overview and assessment publication-title: Acta Astronaut. doi: 10.1016/j.actaastro.2020.01.034 contributor: fullname: Kopacz – volume: 110480 year: 2020 ident: 10.1016/j.est.2022.105652_bb0045 article-title: Advanced battery management strategies for a sustainable energy future: multilayer design concepts and research trends publication-title: Renew. Sustain. Energy Rev. contributor: fullname: Dai – volume: 521 year: 2022 ident: 10.1016/j.est.2022.105652_bb0105 article-title: Adaptive method for sensorless temperature estimation over the lifetime of lithium-ion batteries publication-title: J. Power Sources doi: 10.1016/j.jpowsour.2021.230864 contributor: fullname: Ludwig – volume: 283 start-page: 37 year: 2015 ident: 10.1016/j.est.2022.105652_bb0195 article-title: Thermal modeling of large prismatic LiFePO4/graphite battery. Coupled thermal and heat generation models for characterization and simulation publication-title: J. Power Sources doi: 10.1016/j.jpowsour.2015.02.091 contributor: fullname: Damay – volume: 406 year: 2018 ident: 10.1016/j.est.2022.105652_bb0155 article-title: Performance and life degradation characteristics analysis of NCM LIB for BESS publication-title: Electronics contributor: fullname: Kwon – volume: 204 start-page: 560 year: 2017 ident: 10.1016/j.est.2022.105652_bb0165 article-title: Accurate approach to the temperature effect on state of charge estimation in the LiFePO4 battery under dynamic load operation publication-title: Appl. Energy doi: 10.1016/j.apenergy.2017.07.056 contributor: fullname: Duong – volume: 343 start-page: 383 year: 2017 ident: 10.1016/j.est.2022.105652_bb0120 article-title: Experimental verification of a thermal equivalent circuit dynamic model on an extended range electric vehicle battery pack publication-title: J.Power Sources doi: 10.1016/j.jpowsour.2017.01.040 contributor: fullname: Ramotar – volume: 275 start-page: 799 year: 2015 ident: 10.1016/j.est.2022.105652_bb0130 article-title: Lithium plating in a commercial lithium-ion battery - a low-temperature aging study publication-title: J. Power Sources doi: 10.1016/j.jpowsour.2014.11.065 contributor: fullname: Petzl – volume: 131 year: 2020 ident: 10.1016/j.est.2022.105652_bb0050 article-title: A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems publication-title: Renew. Sustain. Energy Rev. doi: 10.1016/j.rser.2020.110015 contributor: fullname: Wang – volume: 11 start-page: 1820 year: 2018 ident: 10.1016/j.est.2022.105652_bb0005 article-title: State of the art of lithium-ion battery SOC estimation for electrical vehicles publication-title: Energies doi: 10.3390/en11071820 contributor: fullname: Zhang – volume: 102 start-page: 885 year: 2013 ident: 10.1016/j.est.2022.105652_bb0185 article-title: Experimental investigation of the lithium-ion battery impedance characteristic at various conditions and aging states and its influence on the application publication-title: Appl. Energy doi: 10.1016/j.apenergy.2012.09.030 contributor: fullname: Waag – volume: 139 start-page: 295 issue: 1–2 year: 2005 ident: 10.1016/j.est.2022.105652_bb0055 article-title: Differential voltage analyses of high-power, lithium-ion cells publication-title: J. Power Sources doi: 10.1016/j.jpowsour.2004.07.021 contributor: fullname: Bloom – volume: 519 year: 2022 ident: 10.1016/j.est.2022.105652_bb0115 article-title: Real-time internal temperature estimation of commercial Li-ion batteries using online impedance measurements publication-title: J. Power Sources contributor: fullname: McCarthy – volume: 13 start-page: 432 year: 2020 ident: 10.1016/j.est.2022.105652_bb0020 article-title: Review of hybrid electric powered aircraft, its conceptual design and energy management methodologies publication-title: Chin. J. Aeronaut. contributor: fullname: Xie – volume: 251 year: 2019 ident: 10.1016/j.est.2022.105652_bb0010 article-title: Concept of reliability and safety assessment of lithium-ion batteries in electric vehicles: basics, progress, and challenges publication-title: Appl. Energy doi: 10.1016/j.apenergy.2019.113343 contributor: fullname: Gandoman – volume: 157 start-page: 537 issue: 1 year: 2006 ident: 10.1016/j.est.2022.105652_bb0065 article-title: Differential voltage analyses of high-power lithium-ion cells publication-title: J. Power Sources doi: 10.1016/j.jpowsour.2005.07.054 contributor: fullname: Bloom – volume: 8 year: 2018 ident: 10.1016/j.est.2022.105652_bb0175 article-title: A study of the influence of measurement timescale on internal resistance characterisation methodologies for lithium-ion cells publication-title: Sci. Rep. doi: 10.1038/s41598-017-18424-5 contributor: fullname: Barai – volume: 296 start-page: 215 year: 2015 ident: 10.1016/j.est.2022.105652_bb0190 article-title: Online state of charge and model parameters estimation of the LiFePO4 battery in electric vehicles using multiple adaptive forgetting factors recursive least-squares publication-title: J. Power Sources doi: 10.1016/j.jpowsour.2015.07.041 contributor: fullname: Duong – volume: 8 start-page: 10153 year: 2015 ident: 10.1016/j.est.2022.105652_bb0200 article-title: Theoretical modeling methods for thermal management of batteries publication-title: Energies doi: 10.3390/en80910153 contributor: fullname: Shabani – volume: 139 start-page: 304 issue: 1–2 year: 2005 ident: 10.1016/j.est.2022.105652_bb0060 article-title: Differential voltage analyses of high-power lithium-ion cells publication-title: J. Power Sources doi: 10.1016/j.jpowsour.2004.07.022 contributor: fullname: Bloom – volume: 232 year: 2021 ident: 10.1016/j.est.2022.105652_bb0170 article-title: Complementary cooperative SOC/capacity estimator based on the discrete variational derivative combined with the DEKF for electric power applications publication-title: Energy doi: 10.1016/j.energy.2021.121023 contributor: fullname: Park – volume: 249 start-page: 457 year: 2014 ident: 10.1016/j.est.2022.105652_bb0090 article-title: State of health estimation for lithium ion batteries based on charging curves publication-title: J. Power Sources doi: 10.1016/j.jpowsour.2013.10.114 contributor: fullname: Guo – volume: 392 year: 2021 ident: 10.1016/j.est.2022.105652_bb0140 article-title: Degradation identification of LiNi0.8Co0.1Mn0.1O2/graphite lithium-ion batteries under fast charging conditions publication-title: Electrochim. Acta doi: 10.1016/j.electacta.2021.138979 contributor: fullname: Xie – volume: 30 year: 2020 ident: 10.1016/j.est.2022.105652_bb0035 article-title: Determination of the topology of lithium-ion battery packs for space equipment and validation through experimental investigation publication-title: J.Energy Storage contributor: fullname: Erol – volume: 164 year: 2020 ident: 10.1016/j.est.2022.105652_bb0135 article-title: Development of thermal equivalent circuit model of heat pipe-based thermal management system for a battery module with cylindrical cells publication-title: Appl. Therm. Eng. doi: 10.1016/j.applthermaleng.2019.114523 contributor: fullname: Gan – volume: 134 year: 2020 ident: 10.1016/j.est.2022.105652_bb0025 article-title: Energy efficiency of integrated electric propulsion for ships – a review publication-title: Renew. Sustain. Energy Rev. doi: 10.1016/j.rser.2020.110145 contributor: fullname: Nuchturee – volume: 858 year: 2020 ident: 10.1016/j.est.2022.105652_bb0160 article-title: Remaining-useful-life prediction via multiple linear regression and recurrent neural network reflecting degradation information of 20Ah LiNixMnyCo1−x−yO2 pouch cell publication-title: J. Electroanal. Chem. doi: 10.1016/j.jelechem.2019.113729 contributor: fullname: Kwon – volume: 195 start-page: 877 issue: 3 year: 2010 ident: 10.1016/j.est.2022.105652_bb0070 article-title: Differential voltage analyses of high-power lithium-ion cells. 4. Cells containing NMC publication-title: J. Power Sources doi: 10.1016/j.jpowsour.2009.08.019 contributor: fullname: Bloom |
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