| [Jrnl 1] | Online State-of-Health Assessment for Battery Management Systems |
 | Author(s): Micea, Mihai Victor; Ungurean, Lucian; Carstoiu, Gabriel N.; Groza, Voicu In: IEEE Transactions on Instrumentation and Measurement Volume 60, Issue 6 Publisher: IEEE Jun. 2011 Pages: 1997 - 2006, ISSN 0018-9456, DOI: 10.1109/TIM.2011.2115630 Indexed: ISI Web of Science, Thomson Reuters (WOS: 000290538700008), IF: 1.357 143 |
| [+] Keywords | [+] Abstract | Cover picture | Journal info | IEEE Index Record (Inspec) Battery management; Battery-powered device; Nickel-metal hydride (Ni-MH); State-of-health (SoH) prediction Battery-powered embedded systems have known a rapid evolution in recent years, as nickel-metal hydride (Ni-MH) battery technology has enabled important reductions in size and proportional increases in total capacity over the older nickel-cadmium (Ni-Cd) and lead-acid battery types. This paper addresses the problem of state-of-health (SoH) estimation and prediction for use in resource-constrained Ni-MH-battery-powered embedded systems. We propose a novel SoH prediction methodology, presenting both a theoretical analysis of the estimation algorithm and the detailed description of hardware and software implementation. Two versions of estimation algorithms are proposed, along with the analysis of their performances in terms of prediction accuracy and required processing power, as the SoH prediction is designed to run online, being part of an embedded battery management system. |
| 83 | Citations in total (with a cummulated IF: 253.642) |
| [Jrnl 83] Jrnl | Arezki A. Chellal, Jose Goncalves, Jose Lima, Vitor Pinto, Hicham Megnafi, "Design of an Embedded Energy Management System for Li-Po Batteries Based on a DCC-EKF Approach for Use in Mobile Robots", Machines, volume 9, issue 12, section 313, MDPI AG., Basel, Switzerland, Dec., 2021, ISSN 2075-1702, DOI: 10.3390/machines9120313. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 2.899]. |
| [Jrnl 82] Jrnl | Da Lin, Yang Zhang, Xianhe Zhao, Yajie Tang, Zheren Dai, et al., "Early Prediction of Remaining Useful Life for Grid-Scale Battery Energy Storage System", Journal of Energy Engineering, volume 147, issue 6, section 4021046, ASCE, USA, Dec., 2021, ISSN 0733-9402, DOI: 10.1061/(ASCE)EY.1943-7897.0000800. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 1.961]. |
| [Jrnl 81] Jrnl | Erik Vanem, Clara B. Salucci, Azzeddine Bakdi, Oystein A. Alnes, "Data-driven state of health modelling-A review of state of the art and reflections on applications for maritime battery systems", Journal of Energy Storage, volume 43, section 103158, Elsevier Science B.V., The Netherlands, Nov., 2021, ISSN 2352-152X, DOI: 10.1016/j.est.2021.103158. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 8.907]. |
| [Jrnl 80] Jrnl | Jiabo Li, Min Ye, Kangping Gao, Shengjie Jiao, Xinxin Xu, "State estimation of lithium polymer battery based on Kalman filter", Ionics, volume 27, issue 9, Springer Heidelberg, Germany, Sep., 2021, pp. (3909 - 3918), ISSN 0947-7047, DOI: 10.1007/s11581-021-04165-z. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 2.961]. |
| [Jrnl 79] Jrnl | Zicheng Fei, Fangfang Yang, Kwok-Leung Tsui, Lishuai Li, Zijun Zhang, "Early prediction of battery lifetime via a machine learning based framework", Energy, volume 225, section 120205, Pergamon-Elsevier Science Ltd., Oxford, UK, Jun., 2021, ISSN 0360-5442, DOI: 10.1016/j.energy.2021.120205. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 8.857]. |
| [Jrnl 78] Jrnl | Sai Li, Huajing Fang, Bing Shi, "Remaining useful life estimation of Lithium-ion battery based on interacting multiple model particle filter and support vector regression", Reliability Engineering and System Safety, volume 210, section 107542, Elsevier Science B.V., The Netherlands, Jun., 2021, ISSN 0951-8320, DOI: 10.1016/j.ress.2021.107542. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 7.247]. |
| [Jrnl 77] Jrnl | M. El-Dalahmeh, Maher Al-Greer, M. El-Dalahmeh, Michael Short, "Smooth particle filter-based likelihood approximations for remaining useful life prediction of Lithium-ion batteries", IET Smart Grid, volume 4, issue 2, Wiley, USA, Apr., 2021, pp. (151 - 161), ISSN 2515-2947, DOI: 10.1049/stg2.12013. [Indexed: ISI Web of Science, Clarivate Analytics]. |
| [Jrnl 76] Jrnl | Liming Deng, Wenjing Shen, Hongfei Wang, Shuqiang Wang, "A rest-time-based prognostic model for remaining useful life prediction of lithium-ion battery", Neural Computing and Applications, volume 33, issue 6, Springer, USA, Mar., 2021, pp. (2035 - 2046), ISSN 0941-0643, DOI: 10.1007/s00521-020-05105-0. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 5.102]. |
| [Jrnl 75] Jrnl | Marcus Johnen, Simon Pitzen, Udo Kamps, Maria Kateri, et al., "Modeling long-term capacity degradation of lithium-ion batteries", Journal of Energy Storage, volume 34, section 102011, Elsevier Science B.V., The Netherlands, Feb., 2021, ISSN 2352-152X, DOI: 10.1016/j.est.2020.102011. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 8.907]. |
| [Conf 74] Conf | Ting Tang, Hui-Mei Yuan, Jun Zhu, "RUL prediction of lithium batteries based on DLUKF algorithm", in Proceedings of the IEEE Conference on Industrial Electronics and Applications, ICIEA, volume 15, IEEE, Online, 09-13 Nov., 2020, pp. (1756 - 1761), ISBN 978-1-7281-5169-4, ISSN 2156-2318. [Indexed: ISI Web of Science, Clarivate Analytics]. |
| [Jrnl 73] Jrnl | Fangfang Yang, Dong Wang, Fan Xu, Zhelin Huang, Kwok-Leung Tsui, "Lifespan prediction of lithium-ion batteries based on various extracted features and gradient boosting regression tree model", Journal of Power Sources, volume 476, section 228654, Elsevier Science B.V., The Netherlands, Nov., 2020, ISSN 0378-7753, DOI: 10.1016/j.jpowsour.2020.228654. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 9.127]. |
| [Jrnl 72] Jrnl | Chun-Pang Lin, Javier Cabrera, Fangfang Yang, Man-Ho Ling, Kwok-Leung Tsui, Suk-Joo Bae, "Battery state of health modeling and remaining useful life prediction through time series model", Applied Energy, volume 275, section 115338, Elsevier Science, Oxford, UK, Oct., 2020, ISSN 0306-2619, DOI: 10.1016/j.apenergy.2020.115338. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 9.746]. |
| [Jrnl 71] Jrnl | Bin Duan, Qi Zhang, Fei Geng, Chenghui Zhang, "Remaining useful life prediction of lithium-ion battery based on extended Kalman particle filter", International Journal of Energy Research, volume 44, issue 3, Wiley, USA, Mar., 2020, pp. (1724 - 1734), ISSN 0363-907X, DOI: 10.1002/er.5002. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 5.164]. |
| [Jrnl 70] 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 69] Jrnl | Hsiung-Cheng Lin, Chao-Wei Wei, Hong-Ming Chen, "Cell quality measurement using cloud computing in case of NiCd/NiMH battery study", Advanced Composites Letters, volume 29, section 2633366X19898193, Sage Publications, UK, Feb., 2020, ISSN 0963-6935, DOI: 10.1177 /2633366X19898193. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 0.852]. |
| [Jrnl 68] Jrnl | Xiaosong Hu, Le Xu, Xianke Lin, Michael Pecht, "Battery Lifetime Prognostics", Joule, volume 4, issue 2, Cell Press, USA, Feb., 2020, pp. (310 - 346), ISSN 2542-4351, DOI: 10.1016/j.joule.2019.11.018. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 41.248]. |
| [Jrnl 67] Jrnl | Piyush Tagade, Krishnan S. Hariharan, Sanoop Ramachandran, et al., "Deep Gaussian process regression for lithium-ion battery health prognosis and degradation mode diagnosis", Journal of Power Sources, volume 445, Elsevier Science B.V., The Netherlands, Jan., 2020, ISSN 0378-7753, DOI: 10.1016/j.jpowsour.2019.227281. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 9.127]. |
| [Jrnl 66] Jrnl | X. Liu, H. Zhang, Y. He, X. Zheng, G. Zeng, "Prognostics of Lithium-ion Batteries Based on IMM-UPF", Hunan Daxue Xuebao - Journal of Hunan University Natural Sciences, volume 47, issue 2, Hunan University, China, 2020, pp. (102 - 109), ISSN 1674-2974, DOI: 10.16339/j.cnki.hdxbzkb.2020.02.014. [Indexed: Scopus, Elsevier]. |
| [Jrnl 65] Jrnl | W. Zhou, S. Bao, F. Xu, C. Zhao, "Remaining useful life prediction of lithium-ion batteries using a fusion method based on wasserstein gan", Journal of China Universities of Posts and Telecommunications, volume 27, issue 1, Beijing University of Posts and Telecommunications, China, 2020, pp. (1 - 9), ISSN 1005-8885, DOI: 10.19682/j.cnki.1005-8885.2020.0004. [Indexed: Scopus, Elsevier]. |
| [Jrnl 64] Jrnl | Karkulali Pugalenthi, Hyunseok Park, Nagarajan Raghavan, "Piecewise Model-Based Online Prognosis of Lithium-ion Batteries Using Particle Filters", IEEE Access, volume 8, IEEE, USA, 2020, pp. (153508 - 153516), ISSN 2169-3536, DOI: 10.1109/ACCESS.2020.3017810. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 3.367]. |
| [Jrnl 63] Jrnl | Yuan Chen, Yigang He, Zhong Li, Liping Chen, Chaolong Zhang, "Remaining Useful Life Prediction and State of Health Diagnosis of Lithium-ion Battery Based on Second-Order Central Difference Particle Filter", IEEE Access, volume 8, IEEE, USA, 2020, pp. (37305 - 37313), ISSN 2169-3536, DOI: 10.1109/ACCESS.2020.2974401. [Indexed: ISI Web of Science, Clarivate Analytics]. [IF: 3.367]. |
| [Jrnl 62] Jrnl | Van Ma, Yang Chen, Xiuwen Zhou, Hong Chen, "Remaining Useful Life Prediction of Lithium-ion Battery Based on Gauss-Hermite Particle Filter", IEEE Transactions on Control Systems Technology, volume 27, issue 4, IEEE, USA, Jul., 2019, pp. (1788 - 1795), ISSN 1063-6536, DOI: 10.1109/TCST.2018.2819965. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 5.312]. |
| [Conf 61] Conf | Z. Xiao, H. Fang, "Remaining useful life prediction of lithium-ion battery based on unscented kalman filter and back propagation neural network", in Proceedings of the Data Driven Control and Learning Systems Conference, DDCLS 2019, volume 8, IEEE, China, 24-27 May., 2019, pp. (47 - 52), ISBN 978-1-7281-1454-5, DOI: 10.1109/DDCLS.2019.8908952. [Indexed: Scopus, Elsevier]. |
| [Jrnl 60] Jrnl | Yi-Fu Wang, Sheng-Tsaing Tseng, Bo H. Lindqvist, Kwok-Leung Tsui, "End of performance prediction of lithium-ion batteries", Journal of Quality Technology, volume 51, issue 2, Taylor & Francis Ltd., USA, Apr., 2019, pp. (198 - 213), ISSN 0022-4065, DOI: 10.1080/00224065.2018.1541388. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 2.019]. |
| [Jrnl 59] Jrnl | Fangfang Yang, Xiangbao Song, Guangzhong Dong, Kwok-Leung Tsui, "A coulombic efficiency-based model for prognostics and health estimation of lithium-ion batteries", Energy, volume 171, Pergamon-Elsevier Science Ltd., Oxford, UK, Mar., 2019, pp. (1173 - 1182), ISSN 0360-5442, DOI: 10.1016/j.energy.2019.01.083. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 6.082]. |
| [Jrnl 58] Jrnl | Zhongqiang Wu, Mengyao Shang, Dandan Shen, Songgi Qi, "SOC estimation for batteries using MS-AUKF and neural network", Journal of Renewable and Sustainable Energy, volume 11, issue 2, American Institute of Physics, USA, Mar., 2019, pp. (1 - 8), ISSN 1941-7012, DOI: 10.1063/1.5064479. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 1.575]. |
| [Jrnl 57] Jrnl | Z. Wu, M. Shang, D. Shen, S. Qi, "SOC Estimation of Battery by MS-AUKF Algorithm and BPNN", Proceedings of the Chinese Society of Electrical Engineering, volume 39, issue 21, Chinese Society for Electrical Engineering, China, 2019, pp. (6336 - 6343), ISSN 0258-8013, DOI: 10.13334/j.0258-8013.pcsee.181720. [Indexed: Scopus, Elsevier]. |
| [Jrnl 56] Jrnl | Shu l. Liu, Xia Dong, Yun Zhang, "A New State of Charge Estimation Method for Lithium-ion Battery Based on the Fractional Order Model", IEEE Access, volume 7, IEEE, USA, 2019, pp. (122949 - 122954), ISSN 2169-3536, DOI: 10.1109/ACCESS.2019.2932142. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.745]. |
| [Jrnl 55] 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]. |
| [Conf 54] Conf | Zheng Li, Huajing Fang, Zhouxiao Xiao, "A novel hybrid model based on ensemble strategy for lithium-ion battery residual life prediction", in Proceedings of the Chinese Automation Congress, CAC 2018, IEEE, Xian, China, 30 Nov. - 02 Dec., 2018, pp. (2084 - 2089), ISBN 978-1-7281-1312-8. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Conf 53] Conf | Desh D. Sharma, "Receding Horizon Control Strategy for Energy Storage Devices Incorporating Capacity Loss", in Proceedings of the Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018, IEEE, Gorakhpur, India, 02-04 Nov., 2018, pp. (1010 - 1015), ISBN 97B-1-53B6-5002-8, DOI: 10.1109/UPCON.2018.8596892. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Conf 52] Conf | E. Tsioumas, N. Jabbour, C. Mademlis, "Estimation of the battery health by monitoring the electric motor drive performance in a building application", in Proceedings of the International Conference on Electrical Machines, ICEM 2018, volume 23, IEEE, Greece, 03-06 Sep., 2018, pp. (1848 - 1854), ISBN 978-1-5386-2477-7, DOI: 10.1109/ICELMACH.2018.8506993. [Indexed: Scopus, Elsevier]. |
| [Jrnl 51] Jrnl | Madhav Mishra, Jesper Martinsson, Matti Rantatalo, Kai Goebel, "Bayesian hierarchical model-based prognostics for lithium-ion batteries", Reliability Engineering and System Safety, volume 172, Elsevier Science B.V., The Netherlands, Apr., 2018, pp. (25 - 35), ISSN 0951-8320, DOI: 10.1016/j.ress.2017.11.020. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 4.139]. |
| [Jrnl 50] Jrnl | Peter Leijen, D. A. Steyn-Ross, Nihal Kularatna, "Use of Effective Capacitance Variation as a Measure of State-of-Health in a Series-Connected Automotive Battery Pack", IEEE Transactions on Vehicular Technology, volume 67, IEEE, USA, Mar., 2018, pp. (1961 - 1968), ISSN 0018-9545, DOI: 10.1109/TVT.2017.2733002. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 4.432]. |
| [Jrnl 49] Jrnl | Yapeng Zhou, Miaohua Huang, "On-board Capacity Estimation of Lithium-ion Batteries Based on Charge Phase", Journal of Electrical Engineering & Technology, volume 13, issue 2, KOREAN INST ELECTR ENG, South Korea, Mar., 2018, pp. (733 - 741), ISSN 1975-0102, DOI: 10.5370/JEET.2018.13.2.733. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 0.597]. |
| [BChp 48] BChp | Andres S. Liinas, Antonio Ginart, Javad M. p. Velni, "Battery storage", in Fault Diagnosis for Robust Inverter Power Drives, IET, UK, Jan., 2018, pp. (253 - 270), ISBN 978-1-78561-411-8. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Conf 47] Conf | Desh D. Sharma, "Optimal Day Ahead Strategy Based on Capacity Loss for Battery Energy Storage System", in Proceedings of the International Conference on Power Systems, ICPS 2017, volume 7, IEEE, Pune, India, 21-23 Dec., 2017, pp. (545 - 549), ISBN 978-1-5386-1789-2. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Conf 46] Conf | M. Rajalingam, M. Karthikeyan, Vinten Diwakar, "Electric vehicle battery current prediction based on driving parameters", in Proceedings of the IEEE Transportation Electrification Conference, ITEC-India 2017, IEEE, Pune, India, 13-15 Dec., 2017, pp. (1 - 4), ISBN 978-1-5386-2668-9, DOI: 10.1109/ITEC-India.2017.8333882. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Jrnl 45] Jrnl | Yingzhi Cui, Jie Yang, Chunyu Du, Pengjian Zuo, Yunzhi Gao, Xinqun Cheng, Yulin Ma, Geping Yin, "Prediction Model and Principle of End-of-Life Threshold for Lithium Ion Batteries Based on Open Circuit Voltage Drifts", Electrochimica Acta, volume 255, Pergamon-Elsevier Science Ltd., Oxford, UK, Nov., 2017, pp. (83 - 91), ISSN 0013-4686, DOI: 10.1016/j.electacta.2017.09.151. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 4.798]. |
| [Conf 44] Conf | Andres Salazar, Carlos Restrepo, Yabiao Gao, Javad M. Velni, Antonio Ginart, "An online LiFePO4 battery impedance estimation method for grid-tied residential energy storage systems", in Proceedings of the IEEE Energy Conversion Congress and Exposition, ECCE 2017, IEEE, Cincinnati, USA, Oct., 2017, pp. (980 - 986), ISBN 978-1-5090-2998-3, DOI: 10.1109/ECCE.2017.8095892. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Jrnl 43] Jrnl | Shulin Liu, Naxin Cui, Chenghui Zhang, "An Adaptive Square Root Unscented Kalman Filter Approach for State of Charge Estimation of Lithium-Ion Batteries", Energies, volume 10, issue 9, MDPI AG., Basel, Switzerland, Sep., 2017, ISSN 1996-1073, DOI: 10.3390/en10091345. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 2.262]. |
| [Jrnl 42] Jrnl | X. Tan, J. Qiu, J. Luo, Q. Li, K. Lu, "Health State Assessment Technology of Equipments Based on Health State-General Test", Journal of Vibration, Measurement and Diagnosis, volume 37, issue 5, Nanjing University of Aeronautics an Astronautics, China, May., 2017, pp. (886 - 891), ISSN 1004-6801, DOI: 10.16450/j.cnki.issn.1004-6801.2017.05.005. [Indexed: Scopus, Elsevier]. |
| [Jrnl 41] Jrnl | S. Liu, N. Cui, Y. Li, C. Zhang, "Modeling and State of Charge Estimation of Lithium-Ion Battery Based on Theory of Fractional Order for Electric Vehicle", Transactions of China Electrotechnical Society, volume 32, issue 4, Chinese Machine Press, China, Apr., 2017, pp. (189 - 195), ISSN 1000-6753. [Indexed: Scopus, Elsevier]. |
| [Jrnl 40] Jrnl | Hsiang-Fu Yuan, Lan-Rong Dung, "Offline State-of-Health Estimation for High-Power Lithium-Ion Batteries Using Three-Point Impedance Extraction Method", IEEE Transactions of Vehicular Technology, volume 66, issue 3, IEEE, USA, Mar., 2017, pp. (2019 - 2032), ISSN 0018-9545, DOI: 10.1109/TVT.2016.2572163. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 4.066]. |
| [Jrnl 39] Jrnl | Fangfang Yang, Dong Wang, Yinjiao Xing, Kwok-Leung Tsui, "Prognostics of Li(NiMnCo)O-2-based lithium-ion batteries using a novel battery degradation model", Microelectronics Reliability, volume 70, Pergamon-Elsevier Science Ltd., Oxford, UK, Mar., 2017, pp. (70 - 78), ISSN 0026-2714, DOI: 10.1016/j.microrel.2017.02.002. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 1.371]. |
| [Jrnl 38] Jrnl | Zhiguo Zeng, Francesco Di Maio, Enrico Zio, Rui Kang, "A hierarchical decision-making framework for the assessment of the prediction capability of prognostic methods", Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, volume 231, issue 1, Sage Publications, London, UK, Dec., 2017, pp. (36 - 52), ISSN 1748-006X, DOI: 10.1177/1748006X16683321. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 1.084]. |
| [Jrnl 37] Jrnl | Celil Ozkurt, Fatih Camci, Vepa Atamuradov, Christopher Odorry, "Integration of sampling based battery state of health estimation method in electric vehicles", Applied Energy, volume 175, Elsevier Science, Oxford, UK, Aug., 2016, pp. (356 - 367), ISSN 0306-2619, DOI: 10.1016/j.apenergy.2016.05.037. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 5.746]. |
| [Jrnl 36] Jrnl | Sergio Saponara, Luca Fanucci, Fabio Bernardo, Alessandro Falciani, "Predictive Diagnosis of High-Power Transformer Faults by Networking Vibration Measuring Nodes With Integrated Signal Processing", IEEE Transactions on Instrumentation and Measurement, volume 65, issue 8, IEEE, USA, Aug., 2016, pp. (1749 - 1760), ISSN 0018-9456, DOI: 10.1109/TIM.2016.2552658. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 1.808]. |
| [Jrnl 35] Jrnl | Dong Wang, Fangfang Yang, Kwok-Leung Tsui, Qiang Zhou, Suk J. Bae, "Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Spherical Cubature Particle Filter", IEEE Transactions on Instrumentation and Measurement, volume 65, issue 6, IEEE, USA, Jun., 2016, pp. (1282 - 1291), ISSN 0018-9456, DOI: 10.1109/TIM.2016.2534258. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 1.808]. |
| [Conf 34] Conf | Lucas V. Hartmann, Euler C. T. Macedo, Yuri P. M. Rodrigues, Juan M. Villanueva, Carlos Vidal, "Network-Capable Smart Batteries for Smart Grid and Battery Management Systems", in Proceedings of the IEEE Instrumentation and Measurement Technology Conference, I2MTC 2016, IEEE, Taipei, TW, 23-26 May., 2016, pp. (624 - 629), ISBN 978-1-4673-9220-4. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Jrnl 33] Jrnl | Sergio Saponara, "Distributed Measuring System for Predictive Diagnosis of Uninterruptible Power Supplies in Safety-Critical Applications", Energies, volume 9, issue 5, MDPI AG., Basel, Switzerland, May., 2016, pp. (1 - 18), ISSN 1996-1073, DOI: 10.3390/en9050327. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 2.077]. |
| [Conf 32] Conf | Francesco Di Maio, Pietro Turati, Enrico Zio, "Prediction capability assessment of data-driven prognostic methods for railway applications", in Proceedings of the European Conference of the Prognostic and Health Management Society, PHM 2016, May., 2016. |
| [Conf 31] Conf | Christopher R. Lashway, Geraldson Constant, Junior Theogene, Osama Mohammed, "A Real-time Circuit Topology for Battery Impedance Monitoring", in Proceedings of the IEEE SoutheastCon Conference, SOUTHEASTCON 2016, IEEE, USA, 30 Mar. - 03 Apr., 2016, pp. (1 - 6), ISBN 978-1-5090-2246-5, ISSN 1558-058X. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Jrnl 30] Jrnl | Xin Xu, Zhiguo Li, Nan Chen, "A Hierarchical Model for Lithium-Ion Battery Degradation Prediction", IEEE Transactions on Reliability, volume 65, issue 1, IEEE, USA, Mar., 2016, pp. (310 - 325), ISSN 0018-9529, DOI: 10.1109/TR.2015.2451074. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 2.287]. |
| [Jrnl 29] Jrnl | Sergio Saponara, "An Actuator Control Unit for Safety-Critical Mechatronic Applications with Embedded Energy Storage Backup", Energies, volume 9, issue 3, MDPI AG., Basel, Switzerland, Mar., 2016, pp. (1 - 13), ISSN 1996-1073, DOI: 10.3390/en9030213. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 2.077]. |
| [Jrnl 28] Jrnl | Jianbo Yu, "State-of-Health Monitoring and Prediction of Lithium-Ion Battery Using Probabilistic Indication and State-Space Model", IEEE Transactions on Instrumentation and Measurement, volume 64, issue 11, IEEE, USA, Nov., 2015, pp. (2937 - 2949), ISSN 0018-9456, DOI: 10.1109/TIM.2015.2444237. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 1.790]. |
| [Jrnl 27] Jrnl | Huan Yang, Yubing Qiu, Xingpeng Guo, "Prediction of State-of-Health for Nickel-Metal Hydride Batteries by a Curve Model Based on Charge-Discharge Tests", Energies, volume 8, issue 11, MDPI AG., Basel, Switzerland, Nov., 2015, pp. (12474 - 12487), ISSN 1996-1073, DOI: 10.3390/en81112322. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 2.072]. |
| [Conf 26] Conf | Daehyun Kim, Taedong Goh, Minjun Park, Minhwan Seo, Sang W. Kim, "Grey prediction method for forecasting the capacity of lithium-ion batteries", in Proceedings of the International Conference on Control Automation and Systems, ICCAS 2015, IEEE, Busan, South Korea, 13-16 Oct., 2015, pp. (1010 - 1012), ISBN 978-8-9932-1509-0, ISSN 2093-7121. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Jrnl 25] Jrnl | Maurizio Guida, Fabio Postiglione, Gianpaolo Pulcini, "A Random-Effects Model for Long-Term Degradation Analysis of Solid Oxide Fuel Cells", Reliability Engineering and System Safety, volume 140, Elsevier Science B.V., The Netherlands, Aug., 2015, pp. (88 - 98), ISSN 0951-8320, DOI: 10.1016/j.ress.2015.03.036. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 2.048]. |
| [Conf 24] Conf | Bharat Balagopal, Mo-Yuen Chow, "The state of the art approaches to estimate the state of health (SOH) and state of function (SOF) of lithium Ion batteries", in Proceedings of the IEEE International Conference on Industrial Informatics, INDIN 2015, IEEE, Cambridge, UK, 22-24 Jul., 2015, pp. (1302 - 1307), ISBN 978-1-4799-6649-3, DOI: 10.1109/INDIN.2015.7281923. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Jrnl 23] Jrnl | Mirko Marracci, Bernardo Tellini, Marcantonio Catelani, Lorenzo Ciani, "Ultracapacitor Degradation State Diagnosis via Electrochemical Impedance Spectroscopy", IEEE Transactions on Instrumentation and Measurement, volume 64, issue 7, IEEE, USA, Jul., 2015, pp. (1916 - 1921), ISSN 0018-9456, DOI: 10.1109/TIM.2014.2367772. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 1.790]. |
| [Jrnl 22] Jrnl | Chih-Chiang Hua, Yi-Hsiung Fang, Pei-Hong Li, "Charge Equalisation for Series-Connected LiFePO4 Battery Strings", IET Power Electronics, volume 8, issue 6, IET, Hertford, UK, Jun., 2015, pp. (1017 - 1025), ISSN 1755-4535 , DOI: 10.1049/iet-pel.2014.0567 . [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 1.318]. |
| [Jrnl 21] Jrnl | Kuo-Hsin Tseng, Jin-Wei Liang, Wunching Chang, Shyh-Chin Huang, "Regression Models Using Fully Discharged Voltage and Internal Resistance for State of Health Estimation of Lithium-Ion Batteries", Energies, volume 8, issue 4, MDPI AG., Basel, Switzerland, Apr., 2015, pp. (2889 - 2907), ISSN 1996-1073, DOI: 10.3390/en8042889. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 2.072]. |
| [Jrnl 20] Jrnl | Fatih Camci, Celil Ozkurt, Onur Toker, Vepa Atamuradov, "Sampling based State of Health estimation methodology for Li-ion batteries", Journal of Power Sources, volume 278, Elsevier Science B.V., The Netherlands, Mar., 2015, pp. (668 - 674), ISSN 0378-7753, DOI: doi:10.1016/j.jpowsour.2014.12.119. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 5.211]. |
| [Jrnl 19] Jrnl | Bingxiang Sun, Jiuchun Jiang, Fangdan Zheng, Wei Zhao, Bor Y. Liaw, Haijun Ruan, Zhiqiang Han, Weige Zhang, "Practical state of health estimation of power batteries based on Delphi method and grey relational grade analysis", Journal of Power Sources, volume 282, Elsevier Science B.V., The Netherlands, Mar., 2015, pp. (146 - 157), ISSN 0378-7753, DOI: doi:10.1016/j.jpowsour.2015.01.106. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 5.211]. |
| [Jrnl 18] Jrnl | M. Garcia-Plaza, D. Serrano-Jimenez, J. Eloy-Garcia Carrasco, J. Alonso-Martinez, "A Ni-Cd battery model considering state of charge and hysteresis effects", Journal of Power Sources, volume 275, Elsevier Science B.V., The Netherlands, Feb., 2015, pp. (595 - 604), ISSN 0378-7753, DOI: 10.1016/j.jpowsour.2014.11.031. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 5.211]. |
| [BChp 17] BChp | Nihal Kularatna, "Dynamics, models, and management of rechargeable batteries", in Energy Storage Devices for Electronic Systems: Rechargeable Batteries and Supercapacitors, section 3, Elsevier Science B.V., The Netherlands, Nov., 2014, pp. (63 - 135), ISBN 978-012-407-947-2, DOI: 10.1016/B978-0-12-407947-2.00003-1. [Indexed: Scopus, Elsevier]. |
| [Conf 16] Conf | Wang Rugang, Yang Zhongliang, Kang Qibin, "Introduction of a new Intelligent Battery", in Proceedings of the IEEE International Telecommunications Energy Conference, INTELEC 2014, IEEE, Vancouver, Canada, 28 Sep. - 02 Oct., 2014, pp. (1 - 6), DOI: 10.1109/INTLEC.2014.6972146. [Indexed: Scopus, Elsevier]. |
| [Jrnl 15] Jrnl | Wladislaw Waag, Christian Fleischer, Dirk U. Sauer, "Critical review of the methods for monitoring of lithium-ion batteries in electric and hybrid vehicles", Journal of Power Sources, volume 258, Elsevier Science B.V., The Netherlands, Jul., 2014, pp. (321 - 339), ISSN 0378-7753, DOI: 10.1016/j.jpowsour.2014.02.064. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 5.211]. |
| [Jrnl 14] Jrnl | Jianbo Yu, "Health Degradation Detection and Monitoring of Lithium-Ion Battery Based on Adaptive Learning Method", IEEE Transactions on Instrumentation and Measurement, volume 63, issue 7, IEEE, USA, Jul., 2014, pp. (1709 - 1721), ISSN 0018-9456, DOI: 10.1109/TIM.2013.2293234. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 1.710]. |
| [Conf 13] Conf | Marcantonio Catelani, Lorenzo Ciani, Mirko Marracci, Bernardo Tellini, "Frequency dependent failure region definition for supercapacitors", in Proceedings of the IEEE Instrumentation and Measurement Technology Conference, I2MTC 2014, IEEE, Montevideo, Uruguay, 12-15 May., 2014, pp. (1021 - 1025), ISBN 978-1-4673-6386-0, DOI: 10.1109/I2MTC.2014.6860897. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Jrnl 12] Jrnl | Marco Landi, George Gross, "Measurement Techniques for Online Battery State of Health Estimation in Vehicle-to-Grid Applications", IEEE Transactions on Instrumentation and Measurement, volume 63, issue 5, IEEE, USA, May., 2014, pp. (1224 - 1234), ISSN 0018-9456, DOI: 10.1109/TIM.2013.2292318. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 1.710]. |
| [Conf 11] Conf | Chih-Chiang Hua, Pei-Hong Li, Yi-Hsiung Fang, "Study of a Charge-Discharge Equalizer", in Proceedings of the International Conference on Information Science, Electronics and Electrical Engineering, ISEEE 2014, IEEE, Sapporo, Japan, 26-28 Apr., 2014, pp. (565 - 568), ISBN 978-1-4799-3196-5, DOI: 10.1109/InfoSEEE.2014.6948177. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Conf 10] Conf | S. Nejad, D. T. Gladwin, D. A. Stone, "A microcontroller-based state-of-health estimator for lithium-ion batteries", in Proceedings of the IET International Conference on Power Electronics, Machines and Drives, PEMD 2014, volume 7, IET, Manchester, UK, 08-10 Apr., 2014, pp. (1 - 6), ISBN 978-1-84919-815-8, DOI: 10.1049/cp.2014.0519. [Indexed: Scopus, Elsevier]. |
| [Jrnl 9] Jrnl | Luiz C. Stevanatto, Valner J. Brusamarello, Stanislav Tairov, "Parameter Identification and Analysis of Uncertainties in Measurements of Lead-Acid Batteries", IEEE Transactions on Instrumentation and Measurement, volume 63, issue 4, IEEE, USA, Apr., 2014, pp. (761 - 768), ISSN 0018-9456, DOI: 10.1109/TIM.2013.2283545. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 1.710]. |
| [Jrnl 8] Jrnl | Gunyaz Ablay, "Online Condition Monitoring of Battery Systems With a Nonlinear Estimator", IEEE Transactions on Energy Conversion, volume 29, issue 1, IEEE, USA, Mar., 2014, pp. (232 - 239), ISSN 0885-8969, DOI: 10.1109/TEC.2013.2291812. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 3.353]. |
| [Jrnl 7] Jrnl | Arghir-Nicolae Moldovan, Stephan Weibelzahl, Cristina Hava Muntean, "Energy-Aware Mobile Learning:Opportunities and Challenges", IEEE Communications Surveys & Tutorials, volume 16, issue 1, IEEE, USA, Feb., 2014, pp. (234 - 265), ISSN 1553-877X, DOI: 10.1109/SURV.2013.071913.00194. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 6.490]. |
| [Jrnl 6] Jrnl | Yinjiao Xing, Eden W. M. Ma, Kwok-Leung Tsui, Michael Pecht, "An ensemble model for predicting the remaining useful performance of lithium-ion batteries", Microelectronics Reliability, volume 53, issue 6, Pergamon-Elsevier Science Ltd., Oxford, UK, Jun., 2013, pp. (811 - 820), ISSN 0026-2714, DOI: 10.1016/j.microrel.2012.12.003. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 1.214]. |
| [Jrnl 5] Jrnl | Mehrnoosh Shahriari, Mohammad Farrokhi, "Online State-of-Health Estimation of VRLA Batteries Using State of Charge", IEEE Transactions on Industrial Electronics, volume 60, issue 1, IEEE, USA, Jan., 2013, pp. (191 - 202), ISSN 0278-0046, DOI: 10.1109/TIE.2012.2186771. [Indexed: ISI Web of Science, Thomson Reuters]. [IF: 6.500]. |
| [Conf 4] Conf | Yinjiao Xing, Eden W. M. Ma, Kwok-Leung Tsui, Michael Pecht, "Influence of Parameter Initialization on Battery Life Prediction for Online Applications", in Proceedings of the 13-rd International Conference on Electronic Packaging Technology and High Density Packaging, ICEPT-HDP 2012, IEEE, Guilin, China, 13-16 Aug., 2012, pp. (1043 - 1047), ISBN 978-1-4673-1681-1. [Indexed: ISI Web of Science, Thomson Reuters]. |
| [Conf 3] Conf | M. Yatsui, Hua Bai, N. Cramer, Xi Zheng, M. Azhinehfar, D. Mead, "Evaluation of the impact of the different charging algorithms on the lead-acid batteries lifetime", in Proceedings of the IEEE Transportation Electrification Conference and Expo, ITEC 2012, IEEE, Dearborn, USA, 18-20 Jun., 2012, pp. (1 - 4), ISBN 978-1-4673-1407-7, DOI: 10.1109/ITEC.2012.6243444. [Indexed: Scopus, Elsevier]. |
| [Conf 2] Conf | Chaochao Chen, Michael Pecht, "Prognostics of lithium-ion batteries using model-based and data-driven methods", in Proceedings of the IEEE Conference on Prognostics and System Health Management, PHM 2012, IEEE, Beijing, China, 23-25 May., 2012, pp. (1 - 6), ISBN 978-1-4577-1909-7, ISSN 2166-563X, DOI: 10.1109/PHM.2012.6228850. [Indexed: Scopus, Elsevier]. |
| [Conf 1] Conf | Yinjiao Xing, Eden W. M. Ma, Kwok-Leung Tsui, Michael Pecht, "A Case Study on Battery Life Prediction Using Particle Filtering", in Proceedings of the IEEE Conference on Prognostics and System Health Management, PHM 2012, IEEE, Beijing, China, 23-25 May., 2012, pp. (1 - 6), ISBN 978-1-4577-1909-7, ISSN 2166-563X, DOI: 10.1109/PHM.2012.6228847. [Indexed: Scopus, Elsevier]. |
