메뉴 건너뛰기




Volumn 280, Issue , 2015, Pages 293-312

A multi time-scale state-of-charge and state-of-health estimation framework using nonlinear predictive filter for lithium-ion battery pack with passive balance control

Author keywords

Electric vehicles; Lithium ion battery pack; Nonlinear predictive filter; Passive balance control; State of charge; State of health

Indexed keywords

CHARGING (BATTERIES); ELECTRIC BATTERIES; ELECTRIC VEHICLES; HEALTH; LITHIUM; LITHIUM ALLOYS; LITHIUM BATTERIES; LITHIUM-ION BATTERIES; NONLINEAR ANALYSIS; SECONDARY BATTERIES;

EID: 84921501056     PISSN: 03787753     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jpowsour.2015.01.112     Document Type: Article
Times cited : (151)

References (45)
  • 3
    • 63449140302 scopus 로고    scopus 로고
    • Enhanced coulomb counting method for estimating state-of-charge and state-of-health of lithium-ion batteries
    • K.S. Ng, C.S. Moo, and Y.P. Chen Enhanced coulomb counting method for estimating state-of-charge and state-of-health of lithium-ion batteries Appl. Energy 86 9 2009 1506 1511
    • (2009) Appl. Energy , vol.86 , Issue.9 , pp. 1506-1511
    • Ng, K.S.1    Moo, C.S.2    Chen, Y.P.3
  • 4
    • 0002938817 scopus 로고    scopus 로고
    • The influence of different operating conditions, especially over-discharge, on the lifetime and performance of lead/acid batteries for photovoltaic systems
    • J. Garche, A. Jossen, and H. Döring The influence of different operating conditions, especially over-discharge, on the lifetime and performance of lead/acid batteries for photovoltaic systems J. Power Sources 67 1 1997 201 212
    • (1997) J. Power Sources , vol.67 , Issue.1 , pp. 201-212
    • Garche, J.1    Jossen, A.2    Döring, H.3
  • 5
    • 79955058024 scopus 로고    scopus 로고
    • State-of-health monitoring of lithium-ion batteries in electric vehicles by on-board internal resistance estimation
    • J. Remmlinger, M. Buchholz, and M. Meiler State-of-health monitoring of lithium-ion batteries in electric vehicles by on-board internal resistance estimation J. Power Sources 196 12 2011 5357 5363
    • (2011) J. Power Sources , vol.196 , Issue.12 , pp. 5357-5363
    • Remmlinger, J.1    Buchholz, M.2    Meiler, M.3
  • 6
    • 84855292180 scopus 로고    scopus 로고
    • A multiscale framework with extended Kalman filter for lithium-ion battery SOC and capacity estimation
    • C. Hu, B.D. Youn, and J. Chung A multiscale framework with extended Kalman filter for lithium-ion battery SOC and capacity estimation Appl. Energy 92 2012 694 704
    • (2012) Appl. Energy , vol.92 , pp. 694-704
    • Hu, C.1    Youn, B.D.2    Chung, J.3
  • 7
    • 84867087722 scopus 로고    scopus 로고
    • Lithium ion battery pack power fade fault identification based on Shannon entropy in electric vehicles
    • Y. Zheng, X. Han, and L. Lu Lithium ion battery pack power fade fault identification based on Shannon entropy in electric vehicles J. Power Sources 223 2013 136 146
    • (2013) J. Power Sources , vol.223 , pp. 136-146
    • Zheng, Y.1    Han, X.2    Lu, L.3
  • 8
    • 0037159021 scopus 로고    scopus 로고
    • Battery performance models in ADVISOR
    • V.H. Johnson Battery performance models in ADVISOR J. Power Sources 110 2 2002 321 329
    • (2002) J. Power Sources , vol.110 , Issue.2 , pp. 321-329
    • Johnson, V.H.1
  • 9
    • 0035366046 scopus 로고    scopus 로고
    • Methods for state-of-charge determination and their applications
    • S. Piller, M. Perrin, and A. Jossen Methods for state-of-charge determination and their applications J. Power Sources 96 1 2001 113 120
    • (2001) J. Power Sources , vol.96 , Issue.1 , pp. 113-120
    • Piller, S.1    Perrin, M.2    Jossen, A.3
  • 10
    • 84881527299 scopus 로고    scopus 로고
    • State of charge estimation of lithium-ion batteries using the open-circuit voltage at various ambient temperatures
    • Y. Xing, W. He, and M. Pecht State of charge estimation of lithium-ion batteries using the open-circuit voltage at various ambient temperatures Appl. Energy 113 2014 106 115
    • (2014) Appl. Energy , vol.113 , pp. 106-115
    • Xing, Y.1    He, W.2    Pecht, M.3
  • 11
    • 33748066667 scopus 로고    scopus 로고
    • Battery open-circuit voltage estimation by a method of statistical analysis
    • I. Snihir, W. Rey, and E. Verbitskiy Battery open-circuit voltage estimation by a method of statistical analysis J. Power Sources 159 2 2006 1484 1487
    • (2006) J. Power Sources , vol.159 , Issue.2 , pp. 1484-1487
    • Snihir, I.1    Rey, W.2    Verbitskiy, E.3
  • 12
    • 0033905301 scopus 로고    scopus 로고
    • The available capacity computation model based on artificial neural network for lead-acid batteries in electric vehicles
    • C.C. Chan, E.W.C. Lo, and S. Weixiang The available capacity computation model based on artificial neural network for lead-acid batteries in electric vehicles J. Power Sources 87 1 2000 201 204
    • (2000) J. Power Sources , vol.87 , Issue.1 , pp. 201-204
    • Chan, C.C.1    Lo, E.W.C.2    Weixiang, S.3
  • 13
    • 13844254548 scopus 로고    scopus 로고
    • Support vector based battery state of charge estimator
    • T. Hansen, and C.J. Wang Support vector based battery state of charge estimator J. Power Sources 141 2 2005 351 358
    • (2005) J. Power Sources , vol.141 , Issue.2 , pp. 351-358
    • Hansen, T.1    Wang, C.J.2
  • 14
    • 33947581222 scopus 로고    scopus 로고
    • The novel state of charge estimation method for lithium battery using sliding mode observer
    • I.S. Kim The novel state of charge estimation method for lithium battery using sliding mode observer J. Power Sources 163 1 2006 584 590
    • (2006) J. Power Sources , vol.163 , Issue.1 , pp. 584-590
    • Kim, I.S.1
  • 15
    • 3142674441 scopus 로고    scopus 로고
    • Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 3. State and parameter estimation
    • G.L. Plett Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: part 3. State and parameter estimation J. Power Sources 134 2 2004 277 292
    • (2004) J. Power Sources , vol.134 , Issue.2 , pp. 277-292
    • Plett, G.L.1
  • 16
    • 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
    • G.L. Plett Sigma-point Kalman filtering for battery management systems of LiPB-based HEV battery packs: part 2: simultaneous state and parameter estimation J. Power Sources 161 2 2006 1369 1384
    • (2006) J. Power Sources , vol.161 , Issue.2 , pp. 1369-1384
    • Plett, G.L.1
  • 17
    • 60649097595 scopus 로고    scopus 로고
    • State-of-charge estimation of lead-acid batteries using an adaptive extended Kalman filter
    • J. Han, D. Kim, and M. Sunwoo State-of-charge estimation of lead-acid batteries using an adaptive extended Kalman filter J. Power Sources 188 2 2009 606 612
    • (2009) J. Power Sources , vol.188 , Issue.2 , pp. 606-612
    • Han, J.1    Kim, D.2    Sunwoo, M.3
  • 18
    • 79955665844 scopus 로고    scopus 로고
    • Adaptive unscented Kalman filtering for state of charge estimation of a lithium-ion battery for electric vehicles
    • F. Sun, X. Hu, and Y. Zou Adaptive unscented Kalman filtering for state of charge estimation of a lithium-ion battery for electric vehicles Energy 36 5 2011 3531 3540
    • (2011) Energy , vol.36 , Issue.5 , pp. 3531-3540
    • Sun, F.1    Hu, X.2    Zou, Y.3
  • 19
    • 84869866120 scopus 로고    scopus 로고
    • A new model for state-of-charge (SOC) estimation for high-power Li-ion batteries
    • Y. He, X.T. Liu, and C.B. Zhang A new model for state-of-charge (SOC) estimation for high-power Li-ion batteries Appl. Energy 101 2013 808 814
    • (2013) Appl. Energy , vol.101 , pp. 808-814
    • He, Y.1    Liu, X.T.2    Zhang, C.B.3
  • 20
    • 77951177896 scopus 로고    scopus 로고
    • A technique for estimating the state of health of lithium batteries through a dual-sliding-mode observer
    • I.L.S. Kim A technique for estimating the state of health of lithium batteries through a dual-sliding-mode observer Power Electron. IEEE Trans. 25 4 2010 1013 1022
    • (2010) Power Electron. IEEE Trans. , vol.25 , Issue.4 , pp. 1013-1022
    • Kim, I.L.S.1
  • 21
    • 84861333553 scopus 로고    scopus 로고
    • Modelling the impact of variations in electrode manufacturing on lithium-ion battery modules
    • B. Kenney, K. Darcovich, and D.D. MacNeil Modelling the impact of variations in electrode manufacturing on lithium-ion battery modules J. Power Sources 213 2012 391 401
    • (2012) J. Power Sources , vol.213 , pp. 391-401
    • Kenney, B.1    Darcovich, K.2    Macneil, D.D.3
  • 22
    • 80053560502 scopus 로고    scopus 로고
    • Evaluation of commercial lithium-ion cells based on composite positive electrode for plug-in hybrid electric vehicle applications. Part I: Initial characterizations
    • M. Dubarry, C. Truchot, and M. Cugnet Evaluation of commercial lithium-ion cells based on composite positive electrode for plug-in hybrid electric vehicle applications. Part I: initial characterizations J. Power Sources 196 23 2011 10328 10335
    • (2011) J. Power Sources , vol.196 , Issue.23 , pp. 10328-10335
    • Dubarry, M.1    Truchot, C.2    Cugnet, M.3
  • 24
    • 84859423588 scopus 로고    scopus 로고
    • Online cell SOC estimation of Li-ion battery packs using a dual time-scale Kalman filtering for EV applications
    • H. Dai, X. Wei, and Z. Sun Online cell SOC estimation of Li-ion battery packs using a dual time-scale Kalman filtering for EV applications Appl. Energy 95 2012 227 237
    • (2012) Appl. Energy , vol.95 , pp. 227-237
    • Dai, H.1    Wei, X.2    Sun, Z.3
  • 25
    • 83755228932 scopus 로고    scopus 로고
    • Stable configuration of a Li-ion series battery pack based on a screening process for improved voltage/SOC balancing
    • J. Kim, J. Shin, and C. Chun Stable configuration of a Li-ion series battery pack based on a screening process for improved voltage/SOC balancing Power Electron. IEEE Trans. 27 1 2012 411 424
    • (2012) Power Electron. IEEE Trans. , vol.27 , Issue.1 , pp. 411-424
    • Kim, J.1    Shin, J.2    Chun, C.3
  • 26
    • 84879395005 scopus 로고    scopus 로고
    • Adaptive state of charge estimator for lithium-ion cells series battery pack in electric vehicles
    • R. Xiong, F. Sun, and X. Gong Adaptive state of charge estimator for lithium-ion cells series battery pack in electric vehicles J. Power Sources 242 2013 699 713
    • (2013) J. Power Sources , vol.242 , pp. 699-713
    • Xiong, R.1    Sun, F.2    Gong, X.3
  • 27
    • 80052063832 scopus 로고    scopus 로고
    • Reliable state estimation of multicell lithium-ion battery systems
    • M.A. Roscher, O.S. Bohlen, and D.U. Sauer Reliable state estimation of multicell lithium-ion battery systems Energy Convers. IEEE Trans. 26 3 2011 737 743
    • (2011) Energy Convers. IEEE Trans. , vol.26 , Issue.3 , pp. 737-743
    • Roscher, M.A.1    Bohlen, O.S.2    Sauer, D.U.3
  • 28
    • 84878962836 scopus 로고    scopus 로고
    • 4 battery pack in hybrid electric vehicles using mean-difference model
    • 4 battery pack in hybrid electric vehicles using mean-difference model Appl. Energy 111 2013 571 580
    • (2013) Appl. Energy , vol.111 , pp. 571-580
    • Zheng, Y.1    Ouyang, M.2    Lu, L.3
  • 29
    • 84883318334 scopus 로고    scopus 로고
    • A method for the estimation of the battery pack state of charge based on in-pack cells uniformity analysis
    • L. Zhong, C. Zhang, and Y. He A method for the estimation of the battery pack state of charge based on in-pack cells uniformity analysis Appl. Energy 113 2014 558 564
    • (2014) Appl. Energy , vol.113 , pp. 558-564
    • Zhong, L.1    Zhang, C.2    He, Y.3
  • 31
    • 0031143998 scopus 로고    scopus 로고
    • Predictive filtering for attitude estimation without rate sensors
    • J.L. Crassidis, and F.L. Markley Predictive filtering for attitude estimation without rate sensors J. Guid. Control Dyn. 20 3 1997 522 527
    • (1997) J. Guid. Control Dyn. , vol.20 , Issue.3 , pp. 522-527
    • Crassidis, J.L.1    Markley, F.L.2
  • 32
    • 84921802382 scopus 로고    scopus 로고
    • A control-oriented lithium-ion battery pack model for plug-in hybrid electric vehicle cycle-life studies and system design with consideration of health management
    • A. Cordoba-Arenas, S. Onori, and G. Rizzoni A control-oriented lithium-ion battery pack model for plug-in hybrid electric vehicle cycle-life studies and system design with consideration of health management J. Power Sources 2014 10.1016/j.jpowsour.2014.12.048
    • (2014) J. Power Sources
    • Cordoba-Arenas, A.1    Onori, S.2    Rizzoni, G.3
  • 34
    • 84868564247 scopus 로고    scopus 로고
    • 4 battery pack capacity estimation for electric vehicles based on charging cell voltage curve transformation
    • 4 battery pack capacity estimation for electric vehicles based on charging cell voltage curve transformation J. Power Sources 226 2013 33 41
    • (2013) J. Power Sources , vol.226 , pp. 33-41
    • Zheng, Y.1    Lu, L.2    Han, X.3
  • 36
    • 80755140658 scopus 로고    scopus 로고
    • A comparative study of equivalent circuit models for Li-ion batteries
    • X. Hu, S. Li, and H. Peng A comparative study of equivalent circuit models for Li-ion batteries J. Power Sources 198 2012 359 367
    • (2012) J. Power Sources , vol.198 , pp. 359-367
    • Hu, X.1    Li, S.2    Peng, H.3
  • 37
    • 0024000717 scopus 로고
    • Minimum model error estimation for poorly modeled dynamic systems
    • D.J. Mook, and J.L. Junkins Minimum model error estimation for poorly modeled dynamic systems J. Guid. Control, Dyn. 11 3 1988 256 261
    • (1988) J. Guid. Control, Dyn. , vol.11 , Issue.3 , pp. 256-261
    • Mook, D.J.1    Junkins, J.L.2
  • 39
    • 84879844853 scopus 로고    scopus 로고
    • US Environmental Protection Agency
    • US Environmental Protection Agency. EPA urban dynamometer driving schedule (UDDS). http://www.epa.gov/oms/standards/light-duty/udds.htm.
    • EPA Urban Dynamometer Driving Schedule (UDDS)
  • 40
    • 24044485109 scopus 로고    scopus 로고
    • Ageing mechanisms in lithium-ion batteries
    • J. Vetter, P. Novak, and M.R. Wagner Ageing mechanisms in lithium-ion batteries J. Power Sources 147 1 2005 269 281
    • (2005) J. Power Sources , vol.147 , Issue.1 , pp. 269-281
    • Vetter, J.1    Novak, P.2    Wagner, M.R.3
  • 41
    • 84870279601 scopus 로고    scopus 로고
    • A new life estimation method for lithium-ion batteries in plug-in hybrid electric vehicles applications
    • S. Onori, P. Spagnol, and V. Marano A new life estimation method for lithium-ion batteries in plug-in hybrid electric vehicles applications Int. J. Power Electron. 4 3 2012 302 319
    • (2012) Int. J. Power Electron. , vol.4 , Issue.3 , pp. 302-319
    • Onori, S.1    Spagnol, P.2    Marano, V.3
  • 43
    • 79955058024 scopus 로고    scopus 로고
    • State-of-health monitoring of lithium-ion batteries in electric vehicles by on-board internal resistance estimation
    • J. Remmlinger, M. Buchholz, and M. Meiler State-of-health monitoring of lithium-ion batteries in electric vehicles by on-board internal resistance estimation J. Power Sources 196 12 2011 5357 5363
    • (2011) J. Power Sources , vol.196 , Issue.12 , pp. 5357-5363
    • Remmlinger, J.1    Buchholz, M.2    Meiler, M.3
  • 44
    • 84867416804 scopus 로고    scopus 로고
    • Advanced mathematical methods of SOC and SOH estimation for lithium-ion batteries
    • D. Andre, C. Appel, and T. Soczka-Guth Advanced mathematical methods of SOC and SOH estimation for lithium-ion batteries J. Power Sources 224 2013 20 27
    • (2013) J. Power Sources , vol.224 , pp. 20-27
    • Andre, D.1    Appel, C.2    Soczka-Guth, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.