Capacity estimation algorithm with a second-order differential voltage curve for Li-ion batteries with NMC cathodes

作者: Taedong Goh , Minjun Park , Minhwan Seo , Jun Gu Kim , Sang Woo Kim

DOI: 10.1016/J.ENERGY.2017.06.141

关键词:

摘要: Abstract Accurate diagnosis of battery degradation is important for safe and efficient management. Capacity a reliable index to describe the state health (SOH) in batteries. In this paper, capacity estimation algorithm Li-ion batteries with nickel, manganese, cobalt (NMC) cathodes based on second-order differential voltage proposed. A reference curve was obtained during CC charging phase from fresh beforehand, input measured compared, under same operating conditions, an aged battery. The aligned minimize error voltage. compensated time has linear relation until reduction reaches 23.5%. From model, can be estimated easily. This method verified five packs different discharge currents. aging cycle initial SOC variation test, less than 2% it 76.5% capacity. proposed does not require complete test (for table) relate

参考文章(40)
Simon F. Schuster, Tobias Bach, Elena Fleder, Jana Müller, Martin Brand, Gerhard Sextl, Andreas Jossen, Nonlinear aging characteristics of lithium-ion cells under different operational conditions Journal of energy storage. ,vol. 1, pp. 44- 53 ,(2015) , 10.1016/J.EST.2015.05.003
Chao Hu, Gaurav Jain, Craig Schmidt, Carrie Strief, Melani Sullivan, Online estimation of lithium-ion battery capacity using sparse Bayesian learning Journal of Power Sources. ,vol. 289, pp. 105- 113 ,(2015) , 10.1016/J.JPOWSOUR.2015.04.166
Taesic Kim, Yebin Wang, Zafer Sahinoglu, Toshihiro Wada, Satoshi Hara, Wei Qiao, A Rayleigh Quotient-Based Recursive Total-Least-Squares Online Maximum Capacity Estimation for Lithium-Ion Batteries IEEE Transactions on Energy Conversion. ,vol. 30, pp. 842- 851 ,(2015) , 10.1109/TEC.2015.2424673
Matthew T. Lawder, Bharatkumar Suthar, Paul W. C. Northrop, Sumitava De, C. Michael Hoff, Olivia Leitermann, Mariesa L. Crow, Shriram Santhanagopalan, Venkat R. Subramanian, Battery Energy Storage System (BESS) and Battery Management System (BMS) for Grid-Scale Applications Proceedings of the IEEE. ,vol. 102, pp. 1014- 1030 ,(2014) , 10.1109/JPROC.2014.2317451
Yuan Zou, Xiaosong Hu, Hongmin Ma, Shengbo Eben Li, Combined State of Charge and State of Health estimation over lithium-ion battery cell cycle lifespan for electric vehicles Journal of Power Sources. ,vol. 273, pp. 793- 803 ,(2015) , 10.1016/J.JPOWSOUR.2014.09.146
Katherine J. Harry, Daniel T. Hallinan, Dilworth Y. Parkinson, Alastair A. MacDowell, Nitash P. Balsara, Detection of subsurface structures underneath dendrites formed on cycled lithium metal electrodes Nature Materials. ,vol. 13, pp. 69- 73 ,(2014) , 10.1038/NMAT3793
S.M. Lukic, Jian Cao, R.C. Bansal, F. Rodriguez, A. Emadi, Energy Storage Systems for Automotive Applications IEEE Transactions on Industrial Electronics. ,vol. 55, pp. 2258- 2267 ,(2008) , 10.1109/TIE.2008.918390
Gang Ning, Bala Haran, Branko N. Popov, Capacity fade study of lithium-ion batteries cycled at high discharge rates Journal of Power Sources. ,vol. 117, pp. 160- 169 ,(2003) , 10.1016/S0378-7753(03)00029-6