| [Jrnl 1] | Battery state of health estimation: a structured review of models, methods and commercial devices |
 | Author(s): Ungurean, Lucian; Carstoiu, Gabriel; Micea, Mihai Victor; Groza, Voicu In: International Journal of Energy Research Volume 41, Issue 2 Editor(s): Dincer, Ibrahim Publisher: Wiley USA, Feb. 2017 Pages: 151 - 181, ISSN 0363-907X, DOI: 10.1002/er.3598 Indexed: ISI Web of Science, Thomson Reuters (WOS: 000394784300001), IF: 3.009 213 |
| [+] Keywords | [+] Abstract | Journal info | Wiley Journal Index Record | TOP (#1) Journal, "Science - NUCLEAR SCIENCE & TECHNOLOGY" Section | UEFISCDI PRECISI Prize Battery state estimation; State of health; Remaining useful life; Battery model; Embedded application; Battery fuel gauge Estimating the dynamic status parameters of a battery, such as its state of health (SoH) and remaining useful life (RUL), is still a very difficult and complex task. In this paper we perform a structured review of the most relevant state of the art models, algorithms and commercial devices employed in the estimation of the SoH/RUL battery performance figures, in the context of embedded applications. The models and estimation techniques are thoroughly classified and, for each taxonomy class, a presentation of the working principles is made. A comprehensive set of metrics is then introduced for the evaluation of the SoH/RUL estimation techniques from the perspective of their implementation and operation efficiency in embedded systems. These algorithms are then analyzed and discussed in a comparative manner, with concrete figures and results. The capability and the performance of the different types of off-the-shelf fuel gauges to estimate the battery SoH/RUL parameters are also evaluated in this paper. |
| 95 | Citations in total (with a cummulated IF: 408.473) |
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| [Jrnl 76] Jrnl | Runqiu Wang, Zhenxing Liu, Yong Zhang, Qian Su, Xianhe Li, "Remaining Useful Life Prediction of Lithium-ion Batteries with Fused Features and Multi-kernel Gaussian Process Regression", Chinese Control and Decision Conference, volume 33, IEEE, Kunming, China, May., 2021, pp. (3732 - 3737), ISBN 978-1-6654-4089-9, ISSN 1948-9439, DOI: 10.1109/CCDC52312.2021.9601434. [Indexed: ISI Web of Science, Clarivate Analytics]. |
| [Jrnl 75] Jrnl | Orner Kalaf, Davut Solyali, Mohammed Asmael, Qasim Zeeshan, Babak Safaei, Alyaseh Askir, "Experimental and simulation study of liquid coolant battery thermal management system for electric vehicles: A review", International Journal of Energy Research, volume 45, issue 5, Wiley, USA, Apr., 2021, pp. (6495 - 6517), ISSN 0363-907X, DOI: 10.1002/er.6268. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 4.672]. |
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| [Jrnl 73] Jrnl | Bin Xiao, Bing Xiao, Luoshi Liu, "Rapid measurement method for lithium-ion battery state of health estimation based on least squares support vector regression", International Journal of Energy Research, volume 45, issue 4, Wiley, USA, Mar., 2021, pp. (5695 - 5709), ISSN 0363-907X, DOI: 10.1002/er.6194. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 4.672]. |
| [Jrnl 72] Jrnl | Mourad Rkhis, Amine Aiaoui-Belghiti, Said Laasri, et al., "Dependence of Mg, Be and AI substitution on the hydrogen storage characteristics of ZrNiH3", International Journal of Energy Research, volume 45, issue 2, Wiley, USA, Feb., 2021, pp. (2292 - 2302), ISSN 0363-907X, DOI: 10.1002/er.5922. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 4.672]. |
| [Jrnl 71] Jrnl | Akash Basia, Zineb Simeu-Abazi, Eric Gascard, Peggy Zwolinski, "Review on State of Health estimation methodologies for lithium-ion batteries in the context of circular economy", CIRP Journal of Manufacturing Science and Technology, volume 32, Elsevier Science B.V., The Netherlands, Feb., 2021, pp. (517 - 528), ISSN 1755-5817, DOI: 10.1016/j.cirpj.2021.02.004. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 3.560]. |
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| [Jrnl 66] Jrnl | Ahmad Alyakhni, Loic Boulon, Jean-Michel Vinassa, Olivier Briat, "A Comprehensive Review on Energy Management Strategies for Electric Vehicles Considering Degradation Using Aging Models", IEEE Access, volume 9, IEEE, USA, 2021, pp. (143922 - 143940), ISSN 2169-3536, DOI: 10.1109/ACCESS.2021.3120563. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 3.476]. |
| [Jrnl 65] Jrnl | Marvin Messing, Tina Shoa, Saeid Habibi, "Electrochemical Impedance Spectroscopy With Practical Rest-Times for Battery Management Applications", IEEE Access, volume 9, IEEE, USA, 2021, pp. (66989 - 66998), ISSN 2169-3536, DOI: 10.1109/ACCESS.2021.3077211. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 3.476]. |
| [Jrnl 64] Jrnl | Tsuyoshi Oji, Yanglin Zhou, Song Ci, et a, ., "Data-Driven Methods for Battery SOH Estimation: Survey and a Critical Analysis", IEEE Access, volume 9, IEEE, USA, 2021, pp. (126903 - 126916), ISSN 2169-3536, DOI: 10.1109/ACCESS.2021.3111927. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 3.476]. |
| [Jrnl 63] Jrnl | Zhaohui Cen, Pierre Kubiak, "Lithium-ion battery SOC/SOH adaptive estimation via simplified single particle model", International Journal of Energy Research, volume 44, issue 15, Wiley, USA, Dec., 2020, pp. (12444 - 12459), ISSN 0363-907X, DOI: 10.1002/er.5374. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 5.164]. |
| [Conf 62] Conf | J. Linghu, L. Kang, X. Luo, C. Lu, H. Lin, Z. Zhao, "A Flexible Online State of Health Estimation Approach for Lithium-ion Battery", in Proceedings of the IEEE International Power Electronics and Motion Control Conference, IPEMC, volume 9, IEEE, USA, 29 Nov. - 02 Dec., 2020, pp. (2195 - 2201), ISBN 978-1-7281-5301-8, DOI: 10.1109/IPEMC-ECCEAsia48364.2020.9367785. [Indexed: Scopus, Elsevier]. |
| [Jrnl 61] Jrnl | Cher M. Tan, Preetpal Singh, Che Chen, "Accurate Real Time On-Line Estimation of State-of-Health and Remaining Useful Life of Li ion Batteries", Applied Sciences - Basel, volume 10, issue 21, section 7836, MDPI AG., Basel, Switzerland, Nov., 2020, ISSN 2076-3417, DOI: 10.3390/app10217836. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 2.679]. |
| [Jrnl 60] Jrnl | Yandan Tan, Guangcai Zhao, "Transfer Learning With Long Short-Term Memory Network for State-of-Health Prediction of Lithium-len Batteries", IEEE Transactions on Industrial Electronics, volume 67, issue 10, IEEE, USA, Oct., 2020, pp. (8723 - 8731), ISSN 0278-0046, DOI: 10.1109/TIE.2019.2946551. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 8.236]. |
| [Jrnl 59] Jrnl | Zhiqiang Lyu, Renjing Gao, "Li-ion battery state of health estimation through Gaussian process regression with Thevenin model", International Journal of Energy Research, volume 44, issue 13, Wiley, USA, Oct., 2020, pp. (10262 - 10281), ISSN 0363-907X, DOI: 10.1002/er.5647. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 5.164]. |
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| [Conf 53] Conf | Marvin Messing, Tina Shoa, Ryan Ahmed, Saeid Habibi, "Battery SoC Estimation from EIS using Neural Nets", in Proceedings of the IEEE Transportation Electrification Conference and Expo, ITEC, IEEE, USA, 23-26 Jun., 2020, pp. (588 - 593), ISBN 978-1-7281-4629-4, ISSN 2377-5483. [Indexed: ISI Web of Science, Clarivate Analytics]. |
| [Jrnl 52] Jrnl | Mingzhang Pan, Chao Li, Chengjie Pan, Han Lei, Haozhong Huang, "A novel predicting method on degree of catalytic reaction in fuel cells", International Journal of Energy Research, volume 44, issue 8, Wiley, USA, Jun., 2020, pp. (6860 - 6872), ISSN 0363-907X, DOI: 10.1002/er.5433. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 5.164]. |
| [Jrnl 51] Jrnl | Fang Liu, Xinyi Liu, Weixing Su, Hui Lin, Hanning Chen, Maowei He, "An online state of health estimation method based on battery management system monitoring data", International Journal of Energy Research, volume 44, issue 8, Wiley, USA, Jun., 2020, pp. (6338 - 6349), ISSN 0363-907X, DOI: 10.1002/er.5351. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 5.164]. |
| [Jrnl 50] Jrnl | Yapeng Zhou, Miaohua Huang, Michael Pecht, "Remaining useful life estimation of lithium-ion cells based on k-nearest neighbor regression with differential evolution optimization", Journal of Cleaner Production, volume 249, section 119409, Elsevier Science B.V., The Netherlands, Mar., 2020, ISSN 0959-6526, DOI: 10.1016/j.jclepro.2019.119409. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 7.246]. |
| [Jrnl 49] Jrnl | Weiwei Sun, Xuxu Tang, Yong Wang, "Multi-metal-Organic Frameworks and Their Derived Materials for Li/Na-lon Batteries", Electrochemical Energy Reviews, volume 3, issue 1, Springer, USA, Mar., 2020, pp. (127 - 154), ISSN 2520-8489, DOI: 10.1007/s4191B-019-00056-0. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 28.905]. |
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| [Jrnl 47] Jrnl | Edison Banguero, Antonio Correcher, Angel Perez-Navarro, Emilio Garcia, Andres Aristizabal, "Diagnosis of a battery energy storage system based on principal component analysis", Renewable Energy, volume 146, Elsevier Science B.V., The Netherlands, Feb., 2020, pp. (2438 - 2449), ISSN 0960-1481, DOI: 10.1016/j.renene.2019.08.064. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 8.001]. |
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| [Jrnl 44] Jrnl | F. Liu, X.-Y. Liu, W.-X. Su, H. Lin, "Online Estimation Method for State of Health of Electric Vehicle Power Battery", Dongbei Daxue Xuebao - Journal of Northeastern University, volume 41, issue 4, Northeastern University, China, 2020, pp. (492 - 498), ISSN 1005-3026, DOI: 10.12068/j.issn.1005-3026.2020.04.007. [Indexed: Scopus, Elsevier]. |
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| [Jrnl 42] Jrnl | Xinwei Cong, Caiping Zhang, Jiuchun Jiang, Weige Zhang, Van Jiang, Xinyu Jia, "An Improved Unscented Particle Filter Method for Remaining Useful Life Prognostic of Lithium-ion Batteries With Li(NiMnCo)0-2 Cathode With Capacity Diving", IEEE Access, volume 8, IEEE, USA, 2020, pp. (58717 - 58729), ISSN 2169-3536, DOI: 10.1109/ACCESS.2020.2978245. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 3.367]. |
| [Jrnl 41] Jrnl | Shengjin Tang, Xiaodong Xu, Chuanqiang Yu, Xiaoyan Sun, Hongdong Fan, Xiao-Sheng Si, "Remaining Useful Life Prediction With Fusing Failure Time Data and Field Degradation Data With Random Effects", IEEE Access, volume 8, IEEE, USA, 2020, pp. (11964 - 11978), ISSN 2169-3536, DOI: 10.1109/ACCESS.2019.2948263. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 3.367]. |
| [Jrnl 40] Jrnl | Maan Al-Zareer, lbrahim Dincer, Marc A. Rosen, "Comparative assessment of new liquid-to-vapor type battery cooling systems", Energy, volume 188, Pergamon-Elsevier Science Ltd., Oxford, UK, Dec., 2019, pp. (1 - 15), ISSN 0360-5442, DOI: 10.1016/j.energy.2019.116010. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 6.082]. |
| [Jrnl 39] Jrnl | Sergio Saponara, Roberto Saletti, Lucian Mihet-Popa, "Hybrid Micro-Grids Exploiting Renewables Sources, Battery Energy Storages, and Bi-Directional Converters", Applied Sciences - Basel, volume 9, issue 22, MDPI AG., Basel, Switzerland, Nov., 2019, pp. (1 - 18), ISSN 2076-3417, DOI: 10.3390/app9224973. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 2.474]. |
| [Jrnl 38] Jrnl | Yingzhou Wang, Yulong Ni, Shuai Lu, Jianguo Wang, Xiuyu Zhang, "Remaining Useful Life Prediction of Lithium-ion Batteries Using Support Vector Regression Optimized by Artificial Bee Colony", IEEE Transactions on Vehicular Technology, volume 68, issue 10, IEEE, USA, Oct., 2019, pp. (9543 - 9553), ISSN 0018-9545, DOI: 10.1109/TVT.2019.2932605. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 5.379]. |
| [Jrnl 37] Jrnl | Chuanyu Zhang, Cunsong Wang, Ningyun Lu, Bin Jiang, "An RBMs-BN method to RUL prediction of traction converter of CRH2 trains", Engineering Applications of Artificial Intelligence, volume 85, Pergamon-Elsevier Science Ltd., Oxford, UK, Oct., 2019, pp. (46 - 56), ISSN 0952-1976, DOI: 10.1016/j.engappai.2019.06.001. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 4.201]. |
| [Conf 36] Conf | S. Chowdhury, M.N. Bin Shaheed, Y. Sozer, "An integrated state of health (SOH) balancing method for lithium-ion battery cells", in Proceedings of the Energy Conversion Congress and Exposition, ECCE 2019, IEEE, USA, 29 Sep. - 03 Oct., 2019, pp. (5759 - 5763), ISBN 978--1-7281-0395-2, DOI: 10.1109/ECCE.2019.8912932. [Indexed: Scopus, Elsevier]. |
| [Conf 35] Conf | K. Saqli, H. Bouchareb, M. Oudghiri, N.K. MSirdi, "An overview of state of charge (SOC) and state of health (SOH) estimation methods of li-ion batteries", in Proceedings of the International Conference on Integrated Modeling and Analysis in Applied Control and Automation, IMAACA 2019, volume 12, Dime University of Genoa, Genoa, IT, 18-20 Sep., 2019, pp. (99 - 104), ISBN 978-8-8857-4132-4. [Indexed: Scopus, Elsevier]. |
| [Jrnl 34] Jrnl | Zhiqiang Lyu, Renjing Gao, "A model-based and data-driven joint method for state-of-health estimation of lithium-ion battery in electric vehicles", International Journal of Energy Research, volume 43, issue 14, Wiley, USA, Aug., 2019, pp. (7956 - 7969), ISSN 0363-907X, DOI: 10.1002/er.4784. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.741]. |
| [Jrnl 33] Jrnl | Ming Shen, Qing Gao, "A review on battery management system from the modeling efforts to its multiapplication and integration", International Journal of Energy Research, volume 43, issue 10, Wiley, USA, Aug., 2019, pp. (5042 - 5075), ISSN 0363-907X, DOI: 10.1002/er.4433. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.741]. |
| [Jrnl 32] Jrnl | Wen-qian Hac, Jia-miao Xie, Xi-qiao Bo, Feng-hui Wang, "Resistance exterior force property of lithium-ion pouch batteries with different positive materials", International Journal of Energy Research, volume 43, issue 9, Wiley, USA, Jul., 2019, pp. (4976 - 4986), ISSN 0363-907X, DOI: 10.1002/er.4588. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.741]. |
| [Jrnl 31] Jrnl | Carlos Paster-Fernandez, Tung F. Yu, W. D. Widanage, James Marco, "Critical review of non-invasive diagnosis techniques for quantification of degradation modes in lithium-ion batteries", Renewable & Sustainable Energy Reviews, volume 109, Pergamon-Elsevier Science Ltd., Oxford, UK, Jul., 2019, pp. (138 - 159), ISSN 1364-0321, DOI: 10.1016/j.rser.2019.03.060. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 12.110]. |
| [Conf 30] Conf | M. Vatani, M. Szerepko, J.S. Preben Vie, "State of health prediction of Li-ion batteries using incremental capacity analysis and support vector regression", in Proceedings of the 2019 IEEE Milan PowerTech, PowerTech 2019, IEEE, USA, 23-27 Jun., 2019, ISBN 978-1-5386-4722-6, DOI: 10.1109/PTC.2019.8810665. [Indexed: Scopus, Elsevier]. |
| [Conf 29] Conf | Marvin Messing, Tina Shea, Saeid Habibi, "Lithium-len Battery Relaxation Effects", in Proceedings of the IEEE Transportation Electrification Conference and Expo, ITEC 2019, IEEE, USA, 19-21 Jun., 2019, pp. (1 - 6), ISBN 978-1-5386-9310-0, ISSN 2377-5483. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Jrnl 28] Jrnl | Jiangtao He, Daiwei Feng, Chuan Hu, Zhongbao Wei, Fengjun Van, "Two-layer online state-of-charge estimation of lithium-ion battery with current sensor bias correction", International Journal of Energy Research, volume 43, issue 8, Wiley, USA, Jun., 2019, pp. (3837 - 3852), ISSN 0363-907X, DOI: 10.1002/er.4557. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.741]. |
| [Conf 27] Conf | Erik Schaltz, Daniel-loan Stroe, Kjeld Norregaard, Bjarne Johnsen, Andreas Christensen, "Partial Charging Method for Lithium-ion Battery State-of-Health Estimation", in Proceedings of the International Conference on Ecological Vehicles and Renewable Energies, EVER 2019, volume 14, IEEE, Monte Carlo, Monaco, 08-10 May., 2019, pp. (1 - 5), ISBN 978-1-7281-3703-2. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Jrnl 26] Jrnl | Aravinda R. Mandli, Anshul Kaushik, Rajkumar S. Patil, Arunava Naha, Krishnan 5. Hariharan, Subramanya M. Kolake, Seongho Han, Wooin Choi, "Analysis of the effect of resistance increase on the capacity fade of lithium ion batteries", International Journal of Energy Research, volume 43, issue 6, Wiley, USA, May., 2019, pp. (2044 - 2056), ISSN 0363-907X, DOI: 10.1002/er.4397. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.741]. |
| [Jrnl 25] Jrnl | Jiuchun Jiang, Yang Gao, Caiping Zhang, Weige Zhang, Van Jiang, "Lifetime Rapid Evaluation Method for Lithium-ion Battery with Li(NiMnCo)O-2 Cathode", Journal of the Electrochemical Society, volume 166, issue 6, Electrochemical Soc. Inc., USA, Apr., 2019, pp. (1070 - 1081), ISSN 0013-4651, DOI: 10.1149/2.1051904jes. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.721]. |
| [Jrnl 24] Jrnl | Weixiong Wu, Wei Wu, Xianghui Qiu, Shuangfeng Wang, "Low-temperature reversible capacity loss and aging mechanism in lithium-ion batteries for different discharge profiles", International Journal of Energy Research, volume 43, issue 1, Wiley, USA, Jan., 2019, pp. (243 - 253), ISSN 0363-907X, DOI: 10.1002/er.4257. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.741]. |
| [Jrnl 23] Jrnl | Robert R. Richardson, Christoph R. Birkl, Michael A. Osborne, David A. Howey, "Gaussian Process Regression for In Situ Capacity Estimation of Lithium-ton Batteries", IEEE Transactions on Industrial Informatics, volume 15, issue 1, IEEE, USA, Jan., 2019, pp. (127 - 138), ISSN 1551-3203, DOI: 10.1109/TII.2018.2794997. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 9.112]. |
| [Jrnl 22] Jrnl | Sandra Castano-Solis, Daniel Serra no-Jimenez, Jesus Fraile-Ardanuy, Javier Sanz-Feito, "Hybrid characterization procedure of Li-ion battery packs for wide frequency range dynamics applications", Electric Power Systems Research, volume 166, Elsevier Science B.V., The Netherlands, Jan., 2019, pp. (9 - 17), ISSN 0378-7796, DOI: 10.1016/j.epsr.2018.09.017. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.211]. |
| [Jrnl 21] Jrnl | Xiaodong Xu, Chuanqiang Yu, Shengjin Tang, Xiaoyan Sun, Xiaosheng Si, Lifeng Wu, "State-of-Health Estimation for Lithium-ion Batteries Based on Wiener Process With Modeling the Relaxation Effect", IEEE Access, volume 7, IEEE, USA, 2019, pp. (105186 - 105201), ISSN 2169-3536, DOI: 10.1109/ACCESS.2019.2923095. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.745]. |
| [Jrnl 20] Jrnl | M.S. H. Lipu, M.A. Hannan, Aini Hussain, M. M. Hoque, Pin J. Ker, M. H. M. Saad, Afida Ayob, "A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations", Journal of Cleaner Production, volume 205, Elsevier Science B.V., The Netherlands, Dec., 2018, pp. (115 - 133), ISSN 0959-6526, DOI: 10.1016/j.jclepro.2018.09.065. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 5.651]. |
| [Jrnl 19] Jrnl | Xin Lai, Wei Vi, Yuejiu Zheng, Long) Zhou, "An All-Region State-of-Charge Estimator Based on Global Particle Swarm Optimization and Improved Extended Kalman Filter for Lithium-Ion Batteries", Electronics, volume 7, issue 11, MDPI AG., Basel, Switzerland, Nov., 2018, pp. (1 - 17), ISSN 2079-9292, DOI: 10.3390/electronics7110321. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 2.110]. |
| [Jrnl 18] Jrnl | Maan Al-Zareer, Ibrahim Dincer, Marc A. Rosen, "Heat and mass transfer modeling and assessment of a new battery cooling system", International Journal of Heat and Mass Transfer, volume 126, Pergamon-Elsevier Science Ltd., Oxford, UK, Nov., 2018, pp. (765 - 778), ISSN 0017-9310, DOI: 10.1016/j.ijheatmasstransfer.2018.04.1S7. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.891]. |
| [Conf 17] Conf | E. Banguero, A. Correcher, A. Perez-Navarro, E. Garcia, "State of health estimation of lead acid battery bank in a renewable energy system by parameter identification with genetic algorithms", in Proceedings of the International Conference on Systems and Control, ICSC 2018, IEEE, Valencia, Spain, 24-26 Oct., 2018, pp. (418 - 423), ISBN 978-1-5386-8537-2, DOI: 10.1109/ICoSC.2018.8587801. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Conf 16] Conf | Mohsen Vatani, Preben J. S. Vie, Oystein Ulleberg, "Cycling Lifetime Prediction Model for Lithium-ion Batteries Based on Artificial Neural Networks", in Proceedings of the PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2018, IEEE, Sarajevo, Bosnia & Hercegovina, 21-25 Oct., 2018, pp. (1 - 6), ISBN 978-1-5386-4505-5, ISSN 2165-4816, DOI: 10.1109/ISGTEurope.2018.8571814. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Jrnl 15] Jrnl | Haihong Pan, Zhiqiang Lu, Huimin Wang, Haiyan Wei, Lin) Chen, "Novel battery state-of-health online estimation method using multiple health indicators and an extreme learning machine", Energy, volume 160, Pergamon-Elsevier Science Ltd., Oxford, UK, Oct., 2018, pp. (466 - 477), ISSN 0360-5442, DOI: 10.1016/j.energy.2018.06.220. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 4.968]. |
| [Jrnl 14] Jrnl | Maan Al-Zareer, Ibrahim Dincer, Marc A. Rosen, "Performance assessment of a new hydrogen cooled prismatic battery pack arrangement for hydrogen hybrid electric vehicles", Energy Conversion and Management, volume 173, Pergamon-Elsevier Science Ltd., Oxford, UK, Oct., 2018, pp. (303 - 319), ISSN 0196-8904, DOI: 10.1016/j.enconman.2018.07.072. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 6.377]. |
| [Jrnl 13] Jrnl | Yang Gao, Jiuchun Jiang, Caiping Zhang, Weigel Zhang, Van Jiang, "Aging mechanisms under different state-of-charge ranges and the multi indicators system of state-of-health for lithium-ion battery with Li(NiMnCo)O-2 cathode", Journal of Power Sources, volume 400, Elsevier Science B.V., The Netherlands, Oct., 2018, pp. (641 - 651), ISSN 0378-7753, DOI: 10.1016/j.jpowsour.2018.07.018. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 6.945]. |
| [Jrnl 12] Jrnl | Xinyu Liang, Nengsheng Baa, Jian Zhang, Akhil Garg, Shuangxi Wang, "Evaluation of battery modules state for electric vehicle using artificial neural network and experimental validation", Energy Science & Engineering, volume 6, issue 5, Wiley, USA, Oct., 2018, pp. (397 - 407), ISSN 2050-0505, DOI: 10.1002/ese3.214. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.553]. |
| [Jrnl 11] Jrnl | Wenqian Hao, Jiamiao Xie, Fenghui Wang, "The indentation analysis triggering internal short circuit of lithium-ion pouch battery based on shape function theory", International Journal of Energy Research, volume 42, issue 11, Wiley, USA, Sep., 2018, pp. (3696 - 3703), ISSN 0363-907X, DOI: 10.1002/er.4109. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.009]. |
| [Jrnl 10] Jrnl | Maan Al-Zareer, Ibrahim Dincer, Marc A. Rosen, "A review of novel thermal management systems for batteries", International Journal of Energy Research, volume 42, issue 10, Wiley, USA, Aug., 2018, pp. (3182 - 3205), ISSN 0363-907X, DOI: 10.1002/er.4095. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.009]. |
| [Jrnl 9] Jrnl | Maan Al-Zareer, Ibrahim Dincer, Marc A. Rosen, "Development and evaluation of a new ammonia boiling based battery thermal management system", Electrochimica Acta, volume 280, Pergamon-Elsevier Science Ltd., Oxford, UK, Aug., 2018, pp. (340 - 352), ISSN 0013-4686, DOI: 10.1016/j.electacta.2018.05.093. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 5.116]. |
| [Jrnl 8] Jrnl | Jian Zhang, Bingbing Li, Akhil Garg, Yun Liu, "A generic framework for recycling of battery module for electric vehicle by combining the mechanical and chemical procedures", International Journal of Energy Research, volume 42, issue 10, Wiley, USA, Aug., 2018, pp. (3390 - 3399), ISSN 0363-907X, DOI: 10.1002/er.4077. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.009]. |
| [Jrnl 7] Jrnl | Kenan Yigit, Bora Acarkan, "A new ship energy management algorithm to the smart electricity grid system", International Journal of Energy Research, volume 42, issue 8, Wiley, USA, Jun., 2018, pp. (2741 - 2756), ISSN 0363-907X, DOI: 10.1002/er.4062. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.009]. |
| [Jrnl 6] Jrnl | Maan Al-Zareer, Ibrahim Dincer, Marc A. Rosen, "Heat transfer modeling of a novel battery thermal management system", Numerical Heat Transfer Part A - Applications, volume 73, issue 5, Taylor & Francis Ltd., USA, May., 2018, pp. (277 - 290), ISSN 1040-7782, DOI: 10.1080/10407782.2018.1439237. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 2.409]. |
| [Jrnl 5] Jrnl | Aravinda R. Mandli, Sanoop Ramachandran, Ashish Khandelwal, Ki Y. Kim, Krishnan S. Hariharan, "Fast computational framework for optimal life management of lithium ion batteries", International Journal of Energy Research, volume 42, issue 5, Wiley, USA, Apr., 2018, pp. (1973 - 1982), ISSN 0363-907X, DOI: 10.1002/er.3996. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.009]. |
| [Jrnl 4] Jrnl | Maan Al-Zareer, Ibrahim Dincer, Marc A. Rosen, "A novel phase change based cooling system for prismatic lithium ion batteries", International Journal of Refrigeration, volume 86, Elsevier Science Ltd., Oxon, UK, Feb., 2018, pp. (203 - 217), ISSN 0140-7007, DOI: 10.1016/j.ijrefrig.2017.12.005. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.233]. |
| [Jrnl 3] Jrnl | Xunfei Zhou, Sheng-Jen Hsieh, Bo Peng, Daniel Hsieh, "Cycle life estimation of lithium-ion polymer batteries using artificial neural network and support vector machi ne with time-resolved thermography", Microelectronics Reliability, volume 79, Pergamon-Elsevier Science Ltd., Oxford, UK, Dec., 2017, pp. (48 - 58), ISSN 0026-2714, DOI: 10.1016/j.microrel.2017.10.013. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 1.236]. |
| [Jrnl 2] Jrnl | Maan Al-Zareer, lbrahim Dincer, Marc A. Rosen, "Novel thermal management system using boiling cooling for high-powered lithium-ion battery packs for hybrid electric vehicles", Journal of Power Sources, volume 363, Elsevier Science B.V., The Netherlands, Sep., 2017, pp. (291 - 303), ISSN 0378-7753, DOI: 10.1016/j.jpowsour.2017.07.067. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 6.945]. |
| [Jrnl 1] Jrnl | Luciano Sanchez, lnes Couso, Cecilio Blanco, "A class of Monotone Fuzzy rule-based Wiener systems with an application to Li-ion battery modelling", Engineering Applications of Artificial Intelligence, volume 64, Pergamon-Elsevier Science Ltd., Oxford, UK, Sep., 2017, pp. (367 - 377), ISSN 0952-1976, DOI: 10.1016/j.engappai.2017.06.029. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 2.819]. |
