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Volumn 32, Issue 6, 2017, Pages 4421-4431

Lithium-Ion Battery Pack State of Charge and State of Energy Estimation Algorithms Using a Hardware-in-The-Loop Validation

Author keywords

Adaptive H infinity filter; hardware in The loop (HIL); lithium ion batteries; multistate estimation

Indexed keywords

ADAPTIVE FILTERING; BATTERY MANAGEMENT SYSTEMS; CHARGING (BATTERIES); ELECTRIC BATTERIES; HARDWARE; IONS; KALMAN FILTERS; LEAST SQUARES APPROXIMATIONS; LITHIUM; LITHIUM COMPOUNDS; SECONDARY BATTERIES; SYNTHETIC APERTURES;

EID: 85016078269     PISSN: 08858993     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPEL.2016.2603229     Document Type: Article
Times cited : (201)

References (38)
  • 1
    • 84869862215 scopus 로고    scopus 로고
    • A review on the key issues for lithium-ion battery management in electric vehicles
    • L. Lu, X. Han, J. Li, J. Hua, and M. Ouyang, "A review on the key issues for lithium-ion battery management in electric vehicles, " J. Power Sources, vol. 226, pp. 272-288, 2013.
    • (2013) J. Power Sources , vol.226 , pp. 272-288
    • Lu, L.1    Han, X.2    Li, J.3    Hua, J.4    Ouyang, M.5
  • 2
    • 77950395621 scopus 로고    scopus 로고
    • Electrochemical control of lithium-ion batteries [applications of control]
    • Apr
    • K. A. Smith, "Electrochemical control of lithium-ion batteries [applications of control], " IEEE Control Syst., vol. 30, no. 2, pp. 18-25, Apr. 2010.
    • (2010) IEEE Control Syst , vol.30 , Issue.2 , pp. 18-25
    • Smith, K.A.1
  • 3
    • 84886805739 scopus 로고    scopus 로고
    • Development of an experimental testbed for research in lithium-ion battery management systems
    • N. Lotfi, P. Fajri, S. Novosad, J. Savage, R. G. Landers, and M. Ferdowsi, "Development of an experimental testbed for research in lithium-ion battery management systems, " Energies, vol. 6, pp. 5231-5258, 2013.
    • (2013) Energies , vol.6 , pp. 5231-5258
    • Lotfi, N.1    Fajri, P.2    Novosad, S.3    Savage, J.4    Landers, R.G.5    Ferdowsi, M.6
  • 4
    • 3142752164 scopus 로고    scopus 로고
    • Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 2. Modeling and identification
    • G. L. Plett, "Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 2. Modeling and identification, " J. Power Sources, vol. 134, no. 2, pp. 262-276, 2004.
    • (2004) J. Power Sources , vol.134 , Issue.2 , pp. 262-276
    • Plett, G.L.1
  • 5
    • 80755140658 scopus 로고    scopus 로고
    • A comparative study of equivalent circuit models for Li-ion batteries
    • X. S. Hu, S. B. Li, and H. Peng, "A comparative study of equivalent circuit models for Li-ion batteries, " J. Power Sources, vol. 198, pp. 359-367, 2012.
    • (2012) J. Power Sources , vol.198 , pp. 359-367
    • Hu, X.S.1    Li, S.B.2    Peng, H.3
  • 6
    • 84928538311 scopus 로고    scopus 로고
    • A novel Gaussian model based battery state estimation approach: State-of-Energy
    • H. He, Y. Zhang, R. Xiong, and C. Wang, "A novel Gaussian model based battery state estimation approach: State-of-Energy, " Appl. Energy, vol. 151, pp. 41-48, 2015.
    • (2015) Appl. Energy , vol.151 , pp. 41-48
    • He, H.1    Zhang, Y.2    Xiong, R.3    Wang, C.4
  • 7
    • 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, vol. 188, pp. 606-612, 2009.
    • (2009) J. Power Sources , vol.188 , pp. 606-612
    • Han, J.1    Kim, D.2    Sunwoo, M.3
  • 8
    • 84907214135 scopus 로고    scopus 로고
    • A method for joint estimation of state-of-charge and available energy of LiFePO4 batteries
    • Y. J. Wang, C. B. Zhang, and Z. H. Chen, "A method for joint estimation of state-of-charge and available energy of LiFePO4 batteries, " Appl. Energy, vol. 138, pp. 81-87, 2014.
    • (2014) Appl. Energy , vol.138 , pp. 81-87
    • Wang, Y.J.1    Zhang, C.B.2    Chen, Z.H.3
  • 9
    • 84909585413 scopus 로고    scopus 로고
    • A comprehensive review on estimation strategies used in hybrid and battery electric vehicles
    • M. U. Cuma and T. Koroglu, "A comprehensive review on estimation strategies used in hybrid and battery electric vehicles, " Renewable Sustain. Energy Rev., vol. 42, pp. 517-531, 2015.
    • (2015) Renewable Sustain. Energy Rev , vol.42 , pp. 517-531
    • Cuma, M.U.1    Koroglu, T.2
  • 10
    • 84943359316 scopus 로고    scopus 로고
    • A hybrid algorithm combining EKF and RLS in synchronous estimation of road grade and vehicle mass for a hybrid electric bus
    • Y. Sun, L. Li, B. J. Yan, C. Yang, and G. Tang, "A hybrid algorithm combining EKF and RLS in synchronous estimation of road grade and vehicle mass for a hybrid electric bus, " Mech. Syst. Signal Process., vol. 68/69, pp. 416-430, 2016.
    • (2016) Mech. Syst. Signal Process , vol.68-69 , pp. 416-430
    • Sun, Y.1    Li, L.2    Yan, B.J.3    Yang, C.4    Tang, G.5
  • 11
    • 84928715479 scopus 로고    scopus 로고
    • Adaptive unscented Kalman filter based state of energy and power capability estimation approach for lithium-ion battery
    • W. Zhang, W. Shi, and Z. Ma, "Adaptive unscented Kalman filter based state of energy and power capability estimation approach for lithium-ion battery, " J. Power Sources, vol. 289, pp. 50-62, 2015.
    • (2015) J. Power Sources , vol.289 , pp. 50-62
    • Zhang, W.1    Shi, W.2    Ma, Z.3
  • 12
    • 84896102664 scopus 로고    scopus 로고
    • Critical review of the methods for monitoring of lithium-ion batteries in electric and hybrid vehicles
    • W. Waag, C. Fleischer, and D. U. Sauer, "Critical review of the methods for monitoring of lithium-ion batteries in electric and hybrid vehicles, " J. Power Sources, vol. 258, pp. 321-339, 2015.
    • (2015) J. Power Sources , vol.258 , pp. 321-339
    • Waag, W.1    Fleischer, C.2    Sauer, D.U.3
  • 13
    • 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, vol. 161, no. 2, pp. 1369-1384, 2006.
    • (2006) J. Power Sources , vol.161 , Issue.2 , pp. 1369-1384
    • Plett, G.L.1
  • 14
    • 84949499235 scopus 로고    scopus 로고
    • Lithium polymer battery stateof-charge estimation based on adaptive unscented Kalman filter and support vector machine
    • Mar
    • J. H. Meng, G. Z. Luo, and F. Gao, "Lithium polymer battery stateof-charge estimation based on adaptive unscented Kalman filter and support vector machine, " IEEE Trans. Power Electron., vol. 31, no. 3, pp. 2226-2238, Mar. 2016.
    • (2016) IEEE Trans. Power Electron , vol.31 , Issue.3 , pp. 2226-2238
    • Meng, J.H.1    Luo, G.Z.2    Gao, F.3
  • 15
    • 35748944870 scopus 로고    scopus 로고
    • Li-ion battery SOC estimation method based on the reduced order extended Kalman filtering
    • J. Lee, O. Y. Nam, and B. H. Cho, "Li-ion battery SOC estimation method based on the reduced order extended Kalman filtering, " J. Power Sources, vol. 174, no. 1, pp. 9-15, 2007.
    • (2007) J. Power Sources , vol.174 , Issue.1 , pp. 9-15
    • Lee, J.1    Nam, O.Y.2    Cho, B.H.3
  • 16
    • 80052699785 scopus 로고    scopus 로고
    • An H∞ approach for robust estimation of material parameters in electrical capacitance tomography
    • M. Neumayer, D. Watzenig, and H. Zangl, "An H∞ approach for robust estimation of material parameters in electrical capacitance tomography, " Meas. Sci. Technol., vol. 22, no. 10, pp. 1-8, 2011.
    • (2011) Meas. Sci. Technol , vol.22 , Issue.10 , pp. 1-8
    • Neumayer, M.1    Watzenig, D.2    Zangl, H.3
  • 17
    • 84872664837 scopus 로고    scopus 로고
    • Parameter estimation of lithium-ion batteries and noise reduction using an H∞ filter
    • W. J. Yang, D. H. Yu, and Y. B. Kim, "Parameter estimation of lithium-ion batteries and noise reduction using an H∞ filter", J. Mech. Sci. Technol., vol. 27, no. 1, pp. 247-256, 2013.
    • (2013) J. Mech. Sci. Technol , vol.27 , Issue.1 , pp. 247-256
    • Yang, W.J.1    Yu, D.H.2    Kim, Y.B.3
  • 18
    • 80054799986 scopus 로고    scopus 로고
    • Estimation of battery state of charge with H∞ observer: Applied to a robot for inspecting power transmission lines
    • Feb
    • F. Zhang, G. J. Liu, L. J. Fang, and H. Fang, "Estimation of battery state of charge with H∞ observer: Applied to a robot for inspecting power transmission lines, " IEEE Trans. Ind. Electron., vol. 59, no. 2, pp. 1086-1095, Feb. 2012.
    • (2012) IEEE Trans. Ind. Electron , vol.59 , Issue.2 , pp. 1086-1095
    • Zhang, F.1    Liu, G.J.2    Fang, L.J.3    Fang, H.4
  • 19
    • 84857362755 scopus 로고    scopus 로고
    • Frequency estimation of distorted non-stationary signals using complex H∞filter
    • H. K. Sahoo, P. K. Dashb, and N. P. Rathc, "Frequency estimation of distorted non-stationary signals using complex H∞filter, " Int. J. Electron. Commun., vol. 66, no. 4, pp. 267-274, 2012.
    • (2012) Int. J. Electron. Commun , vol.66 , Issue.4 , pp. 267-274
    • Sahoo, H.K.1    Dashb, P.K.2    Rathc, N.P.3
  • 20
    • 77956581092 scopus 로고    scopus 로고
    • H∞ control for networked predictive control systems based on the switched Lyapunov function method
    • Oct
    • R. Wang, G. P. Liu, W. Wang, D. Rees, and Y.-B. Zhao, "H∞ control for networked predictive control systems based on the switched Lyapunov function method, " IEEE Trans. Ind. Electron., vol. 57, no. 10, pp. 3565-3571, Oct. 2010.
    • (2010) IEEE Trans. Ind. Electron , vol.57 , Issue.10 , pp. 3565-3571
    • Wang, R.1    Liu, G.P.2    Wang, W.3    Rees, D.4    Zhao, Y.-B.5
  • 21
    • 84920654048 scopus 로고    scopus 로고
    • Event-based H∞ filtering for sampled-data systems
    • X. M. Zhang and Q. L. Han, "Event-based H∞ filtering for sampled-data systems, " Automatica, vol. 51, pp. 55-69, 2015.
    • (2015) Automatica , vol.51 , pp. 55-69
    • Zhang, X.M.1    Han, Q.L.2
  • 22
    • 84930397898 scopus 로고    scopus 로고
    • Multiple failure prognosis of landing gear retraction/extension system based on H∞ filtering
    • J. Chen, C. B. Ma, and D. Song, "Multiple failure prognosis of landing gear retraction/extension system based on H∞ filtering, " J. Aerosp. Eng., vol. 229, no. 8, pp. 1543-1555, 2015.
    • (2015) J. Aerosp. Eng , vol.229 , Issue.8 , pp. 1543-1555
    • Chen, J.1    Ma, C.B.2    Song, D.3
  • 23
    • 0029375976 scopus 로고
    • H∞ nonlinear filtering of discrete-Time processes
    • Sep
    • U. Shaked and N. Berman, "H∞ nonlinear filtering of discrete-Time processes, " IEEE Trans. Signal Process., vol. 43, no. 9, pp. 2205-2209, Sep. 1995.
    • (1995) IEEE Trans. Signal Process , vol.43 , Issue.9 , pp. 2205-2209
    • Shaked, U.1    Berman, N.2
  • 24
    • 0032645093 scopus 로고    scopus 로고
    • Robust extended Kalman filtering
    • Sep
    • G. A. Einicke and L. B. White, "Robust extended Kalman filtering, " IEEE Trans. Signal Process., vol. 47, no. 9, pp. 2596-2599, Sep. 1999.
    • (1999) IEEE Trans. Signal Process , vol.47 , Issue.9 , pp. 2596-2599
    • Einicke, G.A.1    White, L.B.2
  • 25
    • 33750421826 scopus 로고    scopus 로고
    • An extended robust H∞ filter for nonlinear constrained uncertain systems
    • Nov
    • J. Seo, M. J. Yu, C. G. Park, and J. G. Lee, "An extended robust H∞ filter for nonlinear constrained uncertain systems, " IEEE Trans. Signal Process., vol. 54, no. 11, pp. 4471-4475, Nov. 2006.
    • (2006) IEEE Trans. Signal Process , vol.54 , Issue.11 , pp. 4471-4475
    • Seo, J.1    Yu, M.J.2    Park, C.G.3    Lee, J.G.4
  • 26
    • 77955427953 scopus 로고    scopus 로고
    • H-infinity filtering for a class of nonlinear discrete-Time systems based on unscented transform
    • W. L. Li and Y. M. Jia, "H-infinity filtering for a class of nonlinear discrete-Time systems based on unscented transform, " Signal Process., vol. 90, pp. 3301-3307, 2010.
    • (2010) Signal Process , vol.90 , pp. 3301-3307
    • Li, W.L.1    Jia, Y.M.2
  • 27
    • 84930199343 scopus 로고    scopus 로고
    • Robust estimation of power quality disturbances using unscented H∞ filter
    • H. K. Sahoo and P. K. Dash, "Robust estimation of power quality disturbances using unscented H∞ filter, " Int. J. Elect. Power Energy Syst., vol. 73, pp. 438-447, 2015.
    • (2015) Int. J. Elect. Power Energy Syst , vol.73 , pp. 438-447
    • Sahoo, H.K.1    Dash, P.K.2
  • 28
    • 84941893479 scopus 로고    scopus 로고
    • Design of adaptive H∞filter for implementing on state-of-charge estimation based on battery state-of-chargevarying modelling
    • M. Charkhgard and M. H. Zarif, "Design of adaptive H∞filter for implementing on state-of-charge estimation based on battery state-of-chargevarying modelling, " IET Power Electron., vol. 8, no. 10, pp. 1825-1833, 2015.
    • (2015) IET Power Electron , vol.8 , Issue.10 , pp. 1825-1833
    • Charkhgard, M.1    Zarif, M.H.2
  • 30
    • 84949580066 scopus 로고    scopus 로고
    • Open-circuit voltage-based state of charge estimation of lithium-ion battery using dual neural network fusion battery model
    • X. J. Dang, L. Yan, K. Xu, X. Wu, H. Jiang, and H. Sun, "Open-circuit voltage-based state of charge estimation of lithium-ion battery using dual neural network fusion battery model, " Electrochim. Acta, vol. 188, pp. 356-366, 2016.
    • (2016) Electrochim. Acta , vol.188 , pp. 356-366
    • Dang, X.J.1    Yan, L.2    Xu, K.3    Wu, X.4    Jiang, H.5    Sun, H.6
  • 31
    • 84879395005 scopus 로고    scopus 로고
    • Adaptive state of charge estimator for lithium-ion cells series battery pack in electric vehicles
    • R. Xiong, F. Sun, X. Gong, and H. He, "Adaptive state of charge estimator for lithium-ion cells series battery pack in electric vehicles, " J. Power Sources, vol. 242, pp. 699-713, 2013.
    • (2013) J. Power Sources , vol.242 , pp. 699-713
    • Xiong, R.1    Sun, F.2    Gong, X.3    He, H.4
  • 32
    • 84908432215 scopus 로고    scopus 로고
    • A novel dual-scale cell state-of-charge estimation approach for series-connected battery pack used in electric vehicles
    • F. Sun and R. Xiong, "A novel dual-scale cell state-of-charge estimation approach for series-connected battery pack used in electric vehicles, " J. Power Sources, vol. 274, pp. 582-594, 2015.
    • (2015) J. Power Sources , vol.274 , pp. 582-594
    • Sun, F.1    Xiong, R.2
  • 33
    • 84923352487 scopus 로고    scopus 로고
    • A systematic state-of-charge estimation framework for multi-cell battery pack in electric vehicles using bias correction technique
    • F. Sun, R. Xiong, and H. He, "A systematic state-of-charge estimation framework for multi-cell battery pack in electric vehicles using bias correction technique, " Appl. Energy, vol. 162, pp 1399-1409, 2016.
    • (2016) Appl. Energy , vol.162 , pp. 1399-1409
    • Sun, F.1    Xiong, R.2    He, H.3
  • 34
    • 3142702292 scopus 로고    scopus 로고
    • Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 1. Background
    • G. L. Plett, "Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 1. Background, " J. Power Sources, vol. 134, no. 2, pp. 252-261, 2004.
    • (2004) J. Power Sources , vol.134 , Issue.2 , pp. 252-261
    • Plett, G.L.1
  • 36
    • 0015416561 scopus 로고
    • Approaches to adaptive filtering
    • Oct
    • R. K. Mehra, "Approaches to adaptive filtering, " IEEE Trans. Automat. Control, vol. AC-17, no. 5, pp. 693-698, Oct. 1972.
    • (1972) IEEE Trans. Automat. Control , vol.17 , Issue.5 , pp. 693-698
    • Mehra, R.K.1
  • 37
    • 84963971178 scopus 로고    scopus 로고
    • Enhanced fault-Tolerant control of interior PMSMs based on an adaptive EKF for EV traction applications
    • Aug
    • M. Francis and J. Jin-Woo, "Enhanced fault-Tolerant control of interior PMSMs based on an adaptive EKF for EV traction applications, " IEEE Trans. Power Electron., vol. 31, no. 8, pp. 5746-5758, Aug. 2016.
    • (2016) IEEE Trans. Power Electron , vol.31 , Issue.8 , pp. 5746-5758
    • Francis, M.1    Jin-Woo, J.2
  • 38
    • 84946238560 scopus 로고    scopus 로고
    • NOx sensor ammonia cross-sensitivity estimation with adaptive unscented Kalman filter for diesel-engine selective catalytic reduction systems
    • K. Jiang, E. Cao, and L. J. Wei, "NOx sensor ammonia cross-sensitivity estimation with adaptive unscented Kalman filter for diesel-engine selective catalytic reduction systems, " Fuel, vol. 165, pp. 185-192, 2016.
    • (2016) Fuel , vol.165 , pp. 185-192
    • Jiang, K.1    Cao, E.2    Wei, L.J.3


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