메뉴 건너뛰기




Volumn 126, Issue , 2014, Pages 182-189

Method for estimating capacity and predicting remaining useful life of lithium-ion battery

Author keywords

Capacity; Health monitoring; Lithium ion battery; Prognostics; Remaining useful life

Indexed keywords

FORECASTING; IONS;

EID: 84899570420     PISSN: 03062619     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apenergy.2014.03.086     Document Type: Article
Times cited : (133)

References (21)
  • 1
    • 3142674441 scopus 로고    scopus 로고
    • Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs Part 3. State and parameter estimation
    • Plett G.L. Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs Part 3. State and parameter estimation. J Power Sources 2004, 134(n2):277-292.
    • (2004) J Power Sources , vol.134 , Issue.N2 , pp. 277-292
    • Plett, G.L.1
  • 2
    • 33750931202 scopus 로고    scopus 로고
    • Sigma-point Kalman filtering for battery management systems of LiPB-based HEV battery packs Part 2: Simultaneous state and parameter estimation
    • Plett G.L. Sigma-point Kalman filtering for battery management systems of LiPB-based HEV battery packs Part 2: Simultaneous state and parameter estimation. J Power Sources 2006, 161(n2):1369-1384.
    • (2006) J Power Sources , vol.161 , Issue.N2 , pp. 1369-1384
    • Plett, G.L.1
  • 3
    • 56049085091 scopus 로고    scopus 로고
    • State-of-charge and capacity estimation of lithium-ion battery using a new open-circuit voltage versus state-of-charge
    • Lee S., Kim J., Lee J., Cho B.H. State-of-charge and capacity estimation of lithium-ion battery using a new open-circuit voltage versus state-of-charge. J Power Sources 2008, 185(n2):1367-1373.
    • (2008) J Power Sources , vol.185 , Issue.N2 , pp. 1367-1373
    • Lee, S.1    Kim, J.2    Lee, J.3    Cho, B.H.4
  • 4
    • 40849101538 scopus 로고    scopus 로고
    • Capacity fade analysis of a lithium ion cell
    • Zhang Q., White R.E. Capacity fade analysis of a lithium ion cell. J Power Sources 2008, 179(n2):793-798.
    • (2008) J Power Sources , vol.179 , Issue.N2 , pp. 793-798
    • Zhang, Q.1    White, R.E.2
  • 5
    • 40849137675 scopus 로고    scopus 로고
    • Calendar life study of Li-ion pouch cells Part 2: Simulation
    • Zhang Q., White R.E. Calendar life study of Li-ion pouch cells Part 2: Simulation. J Power Sources 2008, 179(n2):785-792.
    • (2008) J Power Sources , vol.179 , Issue.N2 , pp. 785-792
    • Zhang, Q.1    White, R.E.2
  • 6
    • 63449140302 scopus 로고    scopus 로고
    • Enhanced coulomb counting method for estimating state-of-charge and state-of-health of lithium-ion batteries
    • Ng K.S., Moo C.S., Chen Y.P., Hsieh Y.C. Enhanced coulomb counting method for estimating state-of-charge and state-of-health of lithium-ion batteries. Appl Energy 2009, 86(n9):1506-1511.
    • (2009) Appl Energy , vol.86 , Issue.N9 , pp. 1506-1511
    • Ng, K.S.1    Moo, C.S.2    Chen, Y.P.3    Hsieh, Y.C.4
  • 7
    • 77955656142 scopus 로고    scopus 로고
    • Auxiliary health diagnosis method for lead-acid battery
    • Sun Y.H., Jou H.L., Wu J.C. Auxiliary health diagnosis method for lead-acid battery. Appl Energy 2010, 87(n9):3691-3698.
    • (2010) Appl Energy , vol.87 , Issue.N9 , pp. 3691-3698
    • Sun, Y.H.1    Jou, H.L.2    Wu, J.C.3
  • 8
    • 84855292180 scopus 로고    scopus 로고
    • A multiscale framework with extended Kalman filter for lithium-ion battery SOC and capacity estimation
    • Hu C., Youn B.D., Chung J. A multiscale framework with extended Kalman filter for lithium-ion battery SOC and capacity estimation. Appl Energy 2012, 92:694-704.
    • (2012) Appl Energy , vol.92 , pp. 694-704
    • Hu, C.1    Youn, B.D.2    Chung, J.3
  • 9
    • 84878745510 scopus 로고    scopus 로고
    • Adaptive estimation of the electromotive force of the lithium-ion battery after current interruption for an accurate state-of-charge and capacity determination
    • Waag W., Sauer D.U. Adaptive estimation of the electromotive force of the lithium-ion battery after current interruption for an accurate state-of-charge and capacity determination. Appl Energy 2013, 111:416-427.
    • (2013) Appl Energy , vol.111 , pp. 416-427
    • Waag, W.1    Sauer, D.U.2
  • 10
    • 84882945513 scopus 로고    scopus 로고
    • A data-driven multi-scale extended Kalman filtering based parameter and state estimation approach of lithium-ion polymer battery in electric vehicles
    • Xiong R., Sun F., Chen Z., He H. A data-driven multi-scale extended Kalman filtering based parameter and state estimation approach of lithium-ion polymer battery in electric vehicles. Appl Energy 2014, 113:463-476.
    • (2014) Appl Energy , vol.113 , pp. 463-476
    • Xiong, R.1    Sun, F.2    Chen, Z.3    He, H.4
  • 11
    • 60149085988 scopus 로고    scopus 로고
    • Prognostics methods for battery health monitoring using a Bayesian framework
    • Saha B., Goebel K., Poll S., Christophersen J. Prognostics methods for battery health monitoring using a Bayesian framework. IEEE Trans Instr Meas 2009, 58(n2):291-296.
    • (2009) IEEE Trans Instr Meas , vol.58 , Issue.N2 , pp. 291-296
    • Saha, B.1    Goebel, K.2    Poll, S.3    Christophersen, J.4
  • 12
    • 84899495402 scopus 로고    scopus 로고
    • Modeling Li-ion battery capacity depletion in a particle filtering framework. In: Proceedings of annual conference of the PHM society. San Diego, CA; September 27-October 1.
    • Saha B, Goebel K. Modeling Li-ion battery capacity depletion in a particle filtering framework. In: Proceedings of annual conference of the PHM society. San Diego, CA; September 27-October 1.
    • Saha, B.1    Goebel, K.2
  • 13
    • 84920520611 scopus 로고    scopus 로고
    • An adaptive recurrent neural network for remaining useful life prediction of lithium-ion batteries. In: Annual conference of the prognostics and health management society. Portland, Oregon; October
    • Liu J, Saxena A, Goebel K, Saha B, Wang W. An adaptive recurrent neural network for remaining useful life prediction of lithium-ion batteries. In: Annual conference of the prognostics and health management society. Portland, Oregon; October 2010.
    • (2010)
    • Liu, J.1    Saxena, A.2    Goebel, K.3    Saha, B.4    Wang, W.5
  • 14
    • 84891898576 scopus 로고    scopus 로고
    • A naive Bayes model for robust remaining useful life prediction of lithium-ion battery
    • Ng S.S.Y., Xing Y., Tsui K.L. A naive Bayes model for robust remaining useful life prediction of lithium-ion battery. Appl Energy 2014, 118:114-123.
    • (2014) Appl Energy , vol.118 , pp. 114-123
    • Ng, S.S.Y.1    Xing, Y.2    Tsui, K.L.3
  • 15
    • 78649499149 scopus 로고    scopus 로고
    • Recursive approximate weighted total least squares estimation of battery cell total capacity
    • Plett G. Recursive approximate weighted total least squares estimation of battery cell total capacity. J Power Sources 2011, 196(n4):2319-2331.
    • (2011) J Power Sources , vol.196 , Issue.N4 , pp. 2319-2331
    • Plett, G.1
  • 16
    • 0036475447 scopus 로고    scopus 로고
    • A tutorial on particle filters for on-line non-linear/non-Gaussian Bayesian tracking
    • Arulampalam S., Maskell S., Gordon N., Clapp T. A tutorial on particle filters for on-line non-linear/non-Gaussian Bayesian tracking. IEEE Trans Signal Process 2002, 50(n2):174-188.
    • (2002) IEEE Trans Signal Process , vol.50 , Issue.N2 , pp. 174-188
    • Arulampalam, S.1    Maskell, S.2    Gordon, N.3    Clapp, T.4
  • 17
    • 44649107771 scopus 로고    scopus 로고
    • An overview of existing methods and recent advances in sequential monte carlo
    • Cappe O., Godsill S.J., Moulines E. An overview of existing methods and recent advances in sequential monte carlo. IEEE Proc 2007, 95(n5):899-924.
    • (2007) IEEE Proc , vol.95 , Issue.N5 , pp. 899-924
    • Cappe, O.1    Godsill, S.J.2    Moulines, E.3
  • 18
    • 0242332839 scopus 로고    scopus 로고
    • The Gauss-Hermite particle filter
    • Yuan Z., Zheng N., Jia X. The Gauss-Hermite particle filter. Acta Electr Sinica 2003, 31(n7):970-973.
    • (2003) Acta Electr Sinica , vol.31 , Issue.N7 , pp. 970-973
    • Yuan, Z.1    Zheng, N.2    Jia, X.3
  • 19
    • 0034186948 scopus 로고    scopus 로고
    • Gaussian filters for nonlinear filtering problems
    • Ito K., Xiong K. Gaussian filters for nonlinear filtering problems. IEEE Trans Automatic Control 2000, 45:910-927.
    • (2000) IEEE Trans Automatic Control , vol.45 , pp. 910-927
    • Ito, K.1    Xiong, K.2
  • 20
    • 80053575841 scopus 로고    scopus 로고
    • Capacity-fading prediction of lithium-ion batteries based on discharge curves analysis
    • Honkura Kohei, Takahashi Ko, Horiba Tatsuo Capacity-fading prediction of lithium-ion batteries based on discharge curves analysis. J Power Sources 2011, 196(n23):10141-10147.
    • (2011) J Power Sources , vol.196 , Issue.N23 , pp. 10141-10147
    • Honkura, K.1    Takahashi, K.2    Horiba, T.3
  • 21
    • 85021219329 scopus 로고    scopus 로고
    • Schmidt Craig, Howard William. A practical longevity model for lithium-ion batteries: de-coupling the time and cycle-dependence of capacity fade. In: 208th ECS Meeting;, Abstract #239.
    • Brown Jason, Scott Erik, Schmidt Craig, Howard William. A practical longevity model for lithium-ion batteries: de-coupling the time and cycle-dependence of capacity fade. In: 208th ECS Meeting; 2006, Abstract #239.
    • (2006)
    • Brown, J.1    Scott, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.