Determination of the lead-acid battery's dynamic response using Butler-Volmer equation for advanced battery management systems in automotive applications

Abstract Micro-hybrid vehicles (μH) are currently starting to dominate the European market and seize constantly growing share of other leading markets in the world. On the one hand, the additional functionality of μH reduces the CO 2 emissions and improves the fuel economy, but, on the other hand, the additional stress imposed on the lead-acid battery reduces significantly its expected service life in comparison to conventional vehicles. Because of that μH require highly accurate battery state detection solutions. They are necessary to ensure the vehicle reliability requirements, prolong service life and reduce warranty costs. This paper presents an electrical model based on Butler-Volmer equation. The main novelty of the presented approach is its ability to predict accurately dynamic response of a battery considering a wide range of discharge current rates, state-of-charges and temperatures. Presented approach is fully implementable and adaptable in state-of-the-art low-cost platforms. Additionally, shown results indicate that it is applicable as a supporting tool for state-of-charge and state-of-health estimation and scalable for the different battery technologies and sizes. Validation using both static pulses and dynamic driving profile resulted in average absolute error of 124 mV regarding cranking current rate of 800 A respectively.

[1]  P.J. DeMar Recovering lost capacity in 2 volt VRLA cells by way of the IOVR™ process and the duration of that recovered capacity , 2008, INTELEC 2008 - 2008 IEEE 30th International Telecommunications Energy Conference.

[2]  D. Berndt,et al.  Valve-regulated lead-acid batteries , 2001 .

[3]  Andreas Jossen,et al.  Methods for state-of-charge determination and their applications , 2001 .

[4]  Marc Thele,et al.  Impedance-based overcharging and gassing model for VRLA/AGM batteries , 2006 .

[5]  P. Stevenson,et al.  Integral condition monitor for valve-regulated lead-acid batteries , 2005 .

[6]  Eberhard Meissner,et al.  The challenge to the automotive battery industry : the battery has to become an increasingly integrated component within the vehicle electric power system , 2005 .

[7]  David A. J. Rand,et al.  Designing lead–acid batteries to meet energy and power requirements of future automobiles ☆ , 2012 .

[8]  E. Karden,et al.  Dynamic modelling of lead/acid batteries using impedance spectroscopy for parameter identification , 1997 .

[9]  D. Pavlov,et al.  Capacitive carbon and electrochemical lead electrode systems at the negative plates of lead–acid batteries and elementary processes on cycling , 2013 .

[10]  D. Pavlov,et al.  Influence of carbons on the structure of the negative active material of lead-acid batteries and on , 2011 .

[11]  Rudi Kaiser,et al.  Charging performance of automotive batteries—An underestimated factor influencing lifetime and reliable battery operation , 2007 .

[12]  Gregory L. Plett,et al.  Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 2. Modeling and identification , 2004 .

[13]  P. Ruetschi Aging mechanisms and service life of lead–acid batteries , 2004 .

[14]  D. Bernardi,et al.  A Mathematical Model of the Oxygen‐Recombination Lead‐Acid Cell , 1995 .

[15]  Dirk Uwe Sauer,et al.  Optimierung des Einsatzes von Blei-Säure-Akkumulatoren in Photovoltaik-Hybrid-Systemen unter spezieller Berücksichtigung der Batteriealterung , 2009 .

[16]  Patrick T. Moseley,et al.  Consequences of including carbon in the negative plates of Valve-regulated Lead―Acid batteries exposed to high-rate partial-state-of-charge operation , 2009 .

[17]  Ken Peters,et al.  Enhancing the performance of lead–acid batteries with carbon – In pursuit of an understanding , 2015 .

[18]  F. Trinidad,et al.  Lead-acid batteries for micro- and mild-hybrid applications , 2009 .

[19]  A. Feldhoff,et al.  Carbon blacks for lead-acid batteries in micro-hybrid applications – Studied by transmission electron microscopy and Raman spectroscopy , 2013 .

[20]  Arnaud Delaille,et al.  Study of the "coup de fouet" of lead-acid cells as a function of their state-of-charge and state-of-health , 2006 .

[21]  Andrea Marongiu,et al.  A critical overview of definitions and determination techniques of the internal resistance using lithium-ion, lead-acid, nickel metal-hydride batteries and electrochemical double-layer capacitors as examples , 2015 .

[22]  Eckhard Karden,et al.  Dynamic charge acceptance of lead–acid batteries: Comparison of methods for conditioning and testing , 2012 .

[23]  Mutasim A. Salman,et al.  Parity-relation-based state-of-health monitoring of lead acid batteries for automotive applications , 2011 .

[24]  Péter Gáspár,et al.  Model-based state-of-charge recalibration of lead–acid batteries in automotive applications , 2012 .

[25]  K. S. Champlin,et al.  Results of discrete frequency immittance spectroscopy (DFIS) measurements of lead acid batteries , 2001 .

[26]  Keizo Yamada,et al.  Battery condition monitoring (BCM) technologies about lead–acid batteries , 2006 .

[27]  Eberhard Meissner,et al.  Vehicle electric power systems are under change! Implications for design, monitoring and management of automotive batteries , 2001 .

[28]  D. Sauer,et al.  Interpretation of processes at positive and negative electrode by measurement and simulation of impedance spectra. Part I: Inductive semicircles , 2012 .

[29]  Dirk Uwe Sauer,et al.  A review of current automotive battery technology and future prospects , 2013 .

[30]  David A. J. Rand,et al.  Influence of residual elements in lead on oxygen- and hydrogen-gassing rates of lead-acid batteries , 2010 .

[31]  D. Sauer,et al.  Influence of measurement procedure on quality of impedance spectra on leadacid batteries , 2011 .

[32]  L. T. Lam,et al.  Failure mode of valve-regulated lead-acid batteries under high-rate partial-state-of-charge operation , 2004 .

[33]  Marc Thele,et al.  Modeling of the charge acceptance of lead–acid batteries , 2007 .

[34]  Mutasim A. Salman,et al.  Simulation of SLI Lead-Acid Batteries for SoC, Aging and Cranking Capability Prediction in Automotive Applications , 2012, ECS Transactions.

[35]  A. Shukla,et al.  On-line monitoring of lead-acid batteries by galvanostatic non-destructive technique , 2004 .

[36]  E. Barsoukov,et al.  Impedance spectroscopy : theory, experiment, and applications , 2005 .

[38]  R. H. Newnham,et al.  Valve-regulated lead/acid batteries , 1996 .

[39]  P. Kurzweil,et al.  Gaston Planté and his invention of the lead–acid battery—The genesis of the first practical rechargeable battery , 2010 .

[40]  Eberhard Meissner,et al.  Battery Monitoring and Electrical Energy Management , 2003 .

[41]  Detchko Pavlov,et al.  Gas-diffusion approach to the kinetics of oxygen recombination in lead-acid batteries , 2003 .

[42]  Rik W. De Doncker,et al.  Impedance measurements on lead–acid batteries for state-of-charge, state-of-health and cranking capability prognosis in electric and hybrid electric vehicles , 2005 .

[43]  S. Schaeck,et al.  Lead-acid batteries in micro-hybrid applications. Part I. Selected key parameters , 2011 .

[44]  N. Munichandraiah,et al.  Short communication A method to monitor valve-regulated lead acid cells , 1998 .

[45]  Gregory L. Plett,et al.  Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 3. State and parameter estimation , 2004 .

[46]  Gregory L. Plett,et al.  Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs Part 1. Background , 2004 .

[47]  Dirk Uwe Sauer,et al.  Experimental investigation of the lithium-ion battery impedance characteristic at various conditions and aging states and its influence on the application , 2013 .

[48]  Dirk Uwe Sauer,et al.  Charge strategies for valve-regulated lead/acid batteries in solar power applications , 2001 .

[49]  W. Kappus,et al.  Homogeneous nucleation, growth and recrystallization of discharge products on electrodes , 1983 .

[50]  D. Sauer,et al.  Analysis of gassing processes in a VRLA/spiral wound battery , 2006 .

[51]  Detchko Pavlov,et al.  Lead-Acid Batteries: Science and Technology , 2017 .