Abstract
Battery modeling on commercial software platforms has its advantages in terms of providing a robust platform for virtual prototyping in realistic geometries, continued support for battery designers, and bridging the knowledge gap across multiple disciplines commonly involved in assembling a battery. This chapter begins with an overview of commercial software engineering tools and expands into specific examples from the literature on popularly used software packages. Where applicable comparisons of capabilities within and features specific to the different tools are provided.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Doyle M, Fuller TF, Newman J (1993) J Electrochem Soc 140:1526–1533
Fuller TF, Doyle M, Newman J (1994) J Electrochem Soc 141:962–990
Fuller TF, Doyle M, Newman J (1994) J Electrochem Soc 141:1–10
Doyle M, Fuentes Y (2003) J Electrochem Soc 150:A706–A713
Yuan L-X, Wang Z-H, Zhang W-X, Hu X-L, Chen J-T, Huang Y-H, Goodenough JB (2011) Energy Environ Sci 4:269–284
Reimers JN (2006) J Power Sources 158:663–672
Lee K-J, Smith K, Pesaran A, Kim G-H (2013) J Power Sources 241:20–32
Spotnitz R, Hartridge S, Damblanc G, Yeduvaka G, Schad D, Gudimetla V, Votteler J, Poole G, Lueth C, Walchshofer C, Oxenham E (2013) ECS Trans 50:209–218
Xing Y, Ma WWM, Tsui KL, Pech M (2011) Energies 4:1840–1857
Plett GL (2016) Battery management systems, vol II. Artech House, Norwood
Kim J, Oh J, Lee H (2019) Appl Therm Eng 149:192–212
Damiano A, Porru M, Salimbeni A, Serpi A, Castiglia V, Tommaso AOD, Miceli R, Schettino G (2018) In: 2018 AEIT international annual conference, pp 1–6
Bergveld HJ, Kruijt WS, Notten PHL (2002) Battery management systems design by modelling. Kluwer Academic Publishers
https://www.plm.automation.siemens.com/global/en/products/simcenter/STAR-CCM.html
Saldana G, San Martin JI, Zamora I, Asensio FJ, Onederra O (2019) Energies 12
Raël S, Urbain M, Renaudineau H (2014) In: 2014 IEEE 23rd international symposium on industrial electronics (ISIE), pp 1760–1765
Newman J, Tiedemann W (1975) AICHE J 21:25–41
Newman JS, Tobias CW (1962) J Electrochem Soc 109:1183
Fuller TF, Doyle M, Newman J (1994) J Electrochem Soc 141:982–990
Albertus P, Christensen J, Newman J (2009) J Electrochem Soc 156:A606–A618
Christensen J, Newman J (2006) J Solid State Electrochem 10:293–319
Rao L, Newman J (1997) J Electrochem Soc 144:2697–2704
Thomas KE, Newman J (2003) J Power Sources 119:844–849
Botte GG, Subramanian VR, White RE (2000) Electrochim Acta 45:2594–2609
Santhanagopalan S, Guo Q, Ramadass P, White RE (2006) J Power Sources 156:620–628
Verbrugge MW (1995) AICHE J 41:1550–1562
Verbrugge MW, Koch BJ (1999) J Electrochem Soc 146:833–839
Verbrugge MW, Baker DR, Koch BJ (2002) J Power Sources 110:295–309
Verbrugge M, Schlesinger M (2010) Adaptive characterization and modeling of electrochemical energy storage devices for hybrid electric vehicle applications. In: pp 417–524
Johnson VH, Pesaran AA, Sack T (2000) In: Proceedings of the 17th Annual Electric Vehicle Symposium, Montrieal, Canada. EVAA, Washington, D.C. OCLC Number: 48393549
Pesaran AA (2002) J Power Sources 110:377–382
Zolot M, Pesaran AA, Mihalic M (2002) Thermal evaluation of Toyota Prius battery pack. In: Future car congress. SAE International. https://doi.org/10.4271/2002-01-1962. ISSN:0148-7191
Stuart T, Fang F, Wang X, Ashtiani C, Pesaran A (2002) SAE Trans 111:777–785
Kim G-H, Pesaran A (2007) World Electric Veh J 1:126–133
Kim G-H, Pesaran A, Spotnitz R (2007) J Power Sources 170:476–489
Kim G-H, Smith K, Lee K-J, Santhanagopalan S, Pesaran A (2011) J Electrochem Soc 158:A955
Hutzenlaub T, Thiele S, Paust N, Spotnitz R, Zengerle R, Walchshofer C (2014) Electrochim Acta 115:131–139
Marcicki J, Zhu M, Bartlett A, Yang XG, Chen Y, Miller T, L’Eplattenier P, Caldichoury I (2017) J Electrochem Soc 164:A6440–A6448
Hanke F, Modrow N, Akkermans RLC, Korotkin I, Mocanu FC, Neufeld VA, Veit M (2019) J Electrochem Soc 167:013522
Zhu J, Li W, Wierzbicki T, Xia Y, Harding J (2019) Int J Plast 121:293–311
Ping P, Wang Q, Chung Y, Wen J (2017) Appl Energy 205:1327–1344
Darcovich K, MacNeil DD, Recoskie S, Cadic Q, Ilinca F (2019) Appl Therm Eng 155:185–195
Darcovich K, MacNeil DD, Recoskie S, Kenney B (2018) Appl Therm Eng 133:566–575
Logan ER, Dahn JR (2020) Trends Chem 2:354–366
Spotnitz R, Gering KL, Hartridge S, Damblanc G (2014) ECS Trans 58:25–36
Franco AA, Rucci A, Brandell D, Frayret C, Gaberscek M, Jankowski P, Johansson P (2019) Chem Rev 119:4569–4627
Urban A, Seo D-H, Ceder G (2016) npj Comput Mater 2:16002
Wang A, Kadam S, Li H, Shi S, Qi Y (2018) npj Comput Mater 4:15
Valoen LO, Reimers JN (2005) J Electrochem Soc 152:A882–A891
Gering KL (2006) Electrochim Acta 51:3125–3138
Gering KL (2017) Electrochim Acta 225:175–189
Ramasubramanian A, Yurkiv V, Nie A, Najafi A, Khounsary A, Shahbazian–Yassar R, Mashayek F (2019) Int J Solids Struct 159:163–170
Tokur M, Aydin A, Cetinkaya T, Akbulut H (2017) J Electrochem Soc 164:A2238–A2250
Clancy T, Rohan JF (2015) J Phys Conf Ser 660:012075
Painter R, Sharpe L, Hargrove SK (2017) In: Comsol conference, Boston, MA
Spotnitz R, Kaludercic B, Muzaferija S, Peric M, Damblanc G, Hartridge S, Int SAE (2012) J Alt Power 1:160–168
Wiedemann AH, Goldin GM, Barnett SA, Zhu H, Kee RJ (2013) Electrochim Acta 88:580–588
Zhang D, Bertei A, Tariq F, Brandon N, Cai Q (2019) Prog Energy 1:012003
Cooper SJ, Eastwood DS, Gelb J, Damblanc G, Brett DJL, Bradley RS, Withers PJ, Lee PD, Marquis AJ, Brandon NP, Shearing PR (2014) J Power Sources 247:1033–1039
Goldin GM, Colclasure AM, Wiedemann AH, Kee RJ (2012) Electrochim Acta 64:118–129
ChiuHuang C-K, Huang H-YS (2015) J Solid State Electrochem 19:2245–2253
Fan XY, Zhuang QC, Wei GZ, Ke FS, Huang L, Dong QF, Sun SG (2009) Acta Chim Sin 67:1547–1552
Wang M (2017) In Mechanical engineering. Michigan State University
Harb JN, LaFollette RM (1999) J Electrochem Soc 146:809–818
Reimers JN (2013) J Electrochem Soc 161:A118–A127
Howard WF, Spotnitz RM (2007) J Power Sources 165:887–891
Kwon KH, Shin CB, Kang TH, Kim CS (2006) J Power Sources 163:151–157
Madani SS, Swierczynski M, Kær SK (2017) ECS Trans 81:261–270
Liaw BY, Nagasubramanian G, Jungst RG, Doughty DH (2004) Solid State Ionics 175:835–839
Verbrugge M, Koch B (2006) J Electrochem Soc 153:A187–A201
Deng J, Bae C, Miller T, L’Eplattenier P, Bateau-Meyer S (2018) J Electrochem Soc 165:A3067–A3076
Yeduvaka G, Spotnitz R, Gering K (2019) ECS Trans 19:1–10
Hartridge S, Damblanc G, Spotnitz R, Imaichi K (2011) In: JSAE annual congress. Society of Automotive Engineers of Japan, Yokohama, Japan,
Sakti A, Michalek JJ, Chun S-E, Whitacre JF (2013) Int J Energy Res 37:1562–1568
Bandla VN (2020) In: Advanced automotive battery conference, virtual
Panchal S, Mathew M, Fraser R, Fowler M (2018) Appl Therm Eng 135:123–132
Panchal S, Dincer I, Agelin-Chaab M, Fraser R, Fowler M (2017) Int J Heat Mass Transf 109:1239–1251
Vyroubal P, Kazda T, Maxa J (2016) ECS Trans 74:3–8
Oh K-Y, Epureanu BI (2016) Appl Energy 178:633–646
Kleiner J, Komsiyska L, Eiger G, Endisch C (2019) Energies 13:62
Li Y, Qi F, Guo H, Guo Z, Li M, Wu W (2019) Case Stud Thermal Eng 13:100387
Li G, Li S (2015) ECS Trans 64:1–14
Li W, Crompton KR, Hacker C, Ostanek JK (2020) J Energy Storage 32:101890
Pan Z, Li W, Xia Y (2020) J Energy Storage 27:101016
Deng J, Smith I, Bae C, Rairigh P, Miller T, Surampudi B, L’Eplattenier P, Caldichoury I (2020) J Electrochem Soc 167:090550
Sheikh M, Elmarakbi A, Rehman S (2020) J Energy Storage 32:101833
Xi S, Zhao Q, Chang L, Huang X, Cai Z (2020) Eng Fail Anal 116:104747
Somasundaram K, Birgersson E, Mujumdar AS (2012) J Power Sources 203:84–96
Xu M, Zhang Z, Wang X, Jia L, Yang L (2014) J Power Sources 256:233–243
Samba A, Omar N, Gualous H, Capron O, Van den Bossche P, Van Mierlo J (2014) Electrochim Acta 147:319–329
Falconi A (2017) In: Université Grenoble Alpes, pp 215. https://hal.archives-ouvertes.fr/tel-01676976
Frohlich K (2013) In: Technical University of Graz, pp 75. https://diglib.tugraz.at/download.php?id=576a748ace225&location=browse
Cai L, White RE (2011) J Power Sources 196:5985–5989
Hosseinzadeh E, Marco J, Jennings P (2017) Energies 10
Dai M, Huo C, Zhang Q, Khan K, Zhang X, Shen C (2018) Adv Theory Simul 1:1800023
Gao Y, Zhang X, Yang J, Guo B, Zhou X (2019) Int J Electrochem Sci 14:3180–3203
Bizeray AM, Zhao S, Duncan SR, Howey DA (2015) J Power Sources 296:400–412
Farrag ME, Haggag A, Parambu RB, Zhou C (2017) In: 2017 Nineteenth international middle east power systems conference (MEPCON), pp 677–682
Singh N, Khare N, Chaturvedi PK (2015) In: COMSOL conference, Pune
Singh P, Khare N, Chaturvedi PK (2018) Int J Eng Sci Technol 21:35–42
Painter R, Berryhill B, Sharpe L, Hargrove SK (2014) In: COMSOL conference, Boston, MA
Rajabloo B, Desilets M, Choquette Y (2015), In: Comsol 2015, Boston, MA
Lam LL, Darling RB (2011) In: Comsol 2011, Boston, MA
Tang S, Liu Y, Li L, Jia M, Jiang L, Liu F, Ai Y, Yao C, Gu H (2020) Ionics
Li C, Zhang H, Zhang R, Lin Y, Fang H (2021) Appl Therm Eng 182:116144
Chiew J, Chin CS, Toh WD, Gao Z, Jia J, Zhang CZ (2019) Appl Therm Eng 147:450–463
Tan M, Gan Y, Liang J, He L, Li Y, Song S, Shi Y (2020) Appl Therm Eng 177:115500
Li H, Liu B, Zhou D, Zhang C (2020) J Electrochem Soc 167:120501
Sripad S, Viswanathan V (2017) J Electrochem Soc 164:E3635–E3646
Dareini A (2016) In: Blekinge Institute of Technology, Karlskrona, Sweden, pp 119
Tanim TR (2015) In: Mechanical engineering. The Pennsylvania State University, pp 137
Wang Q, Shaffer CE, Sinha PK (2015) Front Energy Res 3:35
Yang X-G, Leng Y, Zhang G, Ge S, Wang C-Y (2017) J Power Sources 360:28–40
Yin H, Ma S, Li H, Wen G, Santhanagopalan S, Zhang C (2021) eTransportation 7:100098
Li W, Zhu J (2020) J Electrochem Soc 167:120504
Zhu J, Luo H, Li W, Gao T, Xia Y, Wierzbicki T (2019) Int J Impact Eng 131:78–84
Lian J, Wierzbicki T, Zhu J, Li W (2019) Eng Fract Mech 217:106520
Schmalstieg J, Rahe C, Ecker M, Sauer DU (2018) J Electrochem Soc 165:A3799–A3810
Ecker M, Käbitz S, Laresgoiti I, Sauer DU (2015) J Electrochem Soc 162:A1849–A1857
Santhanagopalan S, Smith K, Neubauer J, Kim G-H, Keyser M, Pesaran AA, Artech H (2015) Design and analysis of large lithium-ion battery systems. Artech House, Boston/London
Deng J, Bae C, Marcicki J, Masias A, Miller T (2018) Nat Energy 3:261–266
Kawai T (2020) In: Advanced automotive battery conference Europe, Wiesbaden, Germany
Basu S, Hariharan KS, Kolake SM, Song T, Sohn DK, Yeo T (2016) Appl Energy 181:1–13
Deng T, Zhang G, Ran Y, Liu P (2019) Appl Therm Eng 160:114088
Deng T, Ran Y, Zhang G, Yin Y (2019) Appl Therm Eng 150:1186–1196
Deng T, Ran Y, Zhang G, Chen X, Tong Y (2019) Int J Heat Mass Transf 139:963–973
Sheng L, Su L, Zhang H, Li K, Fang Y, Ye W, Fang Y (2019) Int J Heat Mass Transf 141:658–668
Lajunen A, Kalttonen A (2015) In: 2015 IEEE transportation electrification conference and expo (ITEC), pp 1–6
Tran T-H, Harmand S, Sahut B (2014) J Power Sources 265:262–272
Tran T-H, Harmand S, Desmet B, Filangi S (2014) Appl Therm Eng 63:551–558
Wang J, Pan C, Xu H, Xu X (2017) In: 5th international conference on mechanical, automotive and materials engineering (CMAME), pp 223–228
Wang J, Xu H, Xu X, Pan C (2017) IOP Conf Ser: Mater Sci Eng 231:012025
Vora AP (2016) In: Purdue University, pp 197. https://docs.lib.purdue.edu/open_access_dissertations/875
Berglund E (2020) In: Mechanical engineering. Chalmers University of Technology, pp 36, https://odr.chalmers.se/bitstream/20.500.12380/300718/1/2020-02%20Emma%20Berglund.pdf
Cheng M, Feng L, Chen B (2015) In: SAE International, Paper No. 2015-01-1198
Xing J, Vora AP, Hoshing V, Saha T, Shaver GM, Wasynczuk O, Varigonda S (2017) In Proceedings of the 2017 American Control Conference (ACC), pp 74–79
Carnovale A (2016) In: Mechanical and mechatronics engineering. University of Waterloo, pp 110. https://core.ac.uk/download/pdf/144149891.pdf
Li X, He F, Ma L (2013) J Power Sources 238:395–402
Liu Y, Liao YG, Lai M-C (2019) Vehicles 1:127–137
Sun H, Wang X, Tossan B, Dixon R (2012) J Power Sources 206:349–356
Xun J, Liu R, Jiao K (2013) J Power Sources 233:47–61
He F, Li X, Ma L (2014) Int J Heat Mass Transf 72:622–629
Panchal S, Khasow R, Dincer I, Agelin-Chaab M, Fraser R, Fowler M (2017) Numer Heat Transf Part A: Appl 71:626–637
Wang S, Ji S, Zhu Y (2021) Appl Therm Eng 182:116040
Tang A, Li J, Lou L, Shan C, Yuan X (2019) Appl Therm Eng 159:113760
Zhao C, Cao W, Dong T, Jiang F (2018) Int J Heat Mass Transf 120:751–762
Zhao C, Sousa ACM, Jiang F (2019) Int J Heat Mass Transf 129:660–670
Xie L, Huang Y, Lai H (2020) Appl Therm Eng 178:115599
Li Y, Zhou Z, Wu W-T (2019) Appl Therm Eng 147:829–840
Li W, Xiao M, Peng X, Garg A, Gao L (2019) Appl Therm Eng 147:90–100
Zhou H, Zhou F, Xu L, Kong J, Qingxin Yang (2019) Int J Heat Mass Transf 131:984–998
Wang T, Tseng KJ, Zhao J, Wei Z (2014) Appl Energy 134:229–238
Chen S, Peng X, Bao N, Garg A (2019) Appl Therm Eng 156:324–339
Chen K, Wu W, Yuan F, Chen L, Wang S (2019) Energy 167:781–790
Yang T, Yang N, Zhang X, Li G (2016) Int J Therm Sci 108:132–144
Na X, Kang H, Wang T, Wang Y (2018) Appl Therm Eng 143:257–262
Wang Y, Zhang G, Yang X (2019) Appl Therm Eng 162:114200
Jiaqiang E, Han D, Qiu A, Zhu H, Deng Y, Chen J, Zhao X, Zuo W, Wang H, Chen J, Peng Q (2018) Appl Therm Eng 132:508–520
Song L, Zhang H, Yang C (2019) Int J Heat Mass Transf 133:827–841
Liu Y, Zhang J (2019) Appl Energy 252:113426
Cao W, Zhao C, Wang Y, Dong T, Jiang F (2019) Int J Heat Mass Transf 138:1178–1187
Yang X-H, Tan S-C, Liu J (2016) Energy Convers Manag 117:577–585
Chung Y, Kim MS (2019) Energy Convers Manag 196:105–116
Lai Y, Wu W, Chen K, Wang S, Xin C (2019) Int J Heat Mass Transf 144:118581
Zhang H, Li C, Zhang R, Lin Y, Fang H (2020) Appl Therm Eng 173:115216
Zhou H, Zhou F, Zhang Q, Wang Q, Song Z (2019) Appl Therm Eng 162:114257
Kizilel R, Sabbah R, Selman JR, Al-Hallaj S (2009) J Power Sources 194:1105–1112
Li X, He F, Zhang G, Huang Q, Zhou D (2019) Appl Therm Eng 146:866–880
Yang N, Zhang X, Li G, Hua D (2015) Appl Therm Eng 80:55–65
Mohammed AH, Esmaeeli R, Aliniagerdroudbari H, Alhadri M, Hashemi SR, Nadkarni G, Farhad S (2019) Appl Therm Eng 160:114106
Al-Zareer M, Dincer I, Rosen MA (2019) Energy Convers Manag 187:191–204
Bugryniec PJ, Davidson JN, Brown SF (2020) Energy Rep 6:189–197
Barsukov Y, Qian J (2013) Battery power management for portable devices. Artech House, Norwood
Hannan MA, Lipu MSH, Hussain A, Mohamed A (2017) Renew Sust Energ Rev 78:834–854
Ali MU, Zafar A, Nengroo SH, Hussain S, Junaid Alvi M, Kim H-J (2019) Energies 13:446
Liu X, Ma Y, Ying Z (2013) In: Proceedings of the 32nd Chinese control conference, pp 7680–7685
Chen Y, Ma Y, Chen H (2018) J Renew Sustain Energy 10:034103
Locorotondo E, Pugi L, Berzi L, Pierini M, Pretto A (2018) In: 2018 IEEE international conference on environment and electrical engineering and 2018 IEEE industrial and commercial power systems Europe (EEEIC/I&CPS Europe), pp 1–6
Veeraraghavan A, Adithya V, Bhave A, Akella S (2017) In: 2017 IEEE transportation electrification conference (ITEC-India), pp 1–4
Lee U, Kang N, Lee I (2019) Struct Multidiscip Optim 60:949–963
Mahmud K, Town GE (2016) Appl Energy 172:337–359
Ali ZK, Badjate SL, Kshirsagar RV (2015) Int J Adv Trends Comput Sci Eng 5:1–5
Ringkjøb H-K, Haugan PM, Solbrekke IM (2018) Renew Sust Energ Rev 96:440–459
Wang Y, Gao Q, Zhang T, Wang G, Jiang Z, Li Y (2017) Energies 10:1636
Park G, Lee S, Jin S, Kwak S (2014) Expert Syst Appl 41:2595–2607
Liu J, Dong H, Jin T, Lu L, Manouchehrinia B, Dong Z (2018) Energies 11:2699
McWhirter TE, Wagner TJ, Stubbs JE, Rizzo DM, Williams JB (2020) Int J Electric Hybrid Veh 12:1
Broglia L, Autefage B, Ponchant M (2012) World Electric Veh J 5:1082–1089
Badin F, Le Berr F, Briki H, Dabadie J-C, Petit M, Magand S, Condemine E (2013) World Electric Veh J 6:112–123
Irimia C, Grovu M, Sirbu G, Birtas A, Husar C, Ponchant M (2019) In: 2019 electric vehicles international conference (EV), pp 1–6
Vatanparvar K, Wan J, Faruque MAA (2015) In: 2015 IEEE/ACM international symposium on low power electronics and design (ISLPED), pp 353–358
Faruque MAA, Vatanparvar K (2016) In: 2016 21st Asia and South Pacific design automation conference (ASP-DAC), pp 423–428
Zhang J, Yuan Y, Lv C, Li Y (2015) In: 2015 IEEE international conference on mechatronics and automation (ICMA), pp 1307–1312
Daowei Z, Hongrui C, Shishun Z, Gang Y (2014) In: 2014 IEEE conference and expo transportation electrification Asia-Pacific (ITEC Asia-Pacific), pp 1–4
Husar C, Grovu M, Irimia C, Desreveaux A, Bouscayrol A, Ponchant M, Magnin P (2019) In: 2019 IEEE vehicle power and propulsion conference (VPPC), pp 1–6
Berzi L, Favilli T, Pierini M, Pugi L, Weiß GB, Tobia N, Ponchant M (2019) In: 2019 IEEE 5th international forum on research and technology for society and industry (RTSI), pp 308–313
Li A, Ponchant M, Sturm J, Jossen A (2020) World Electric Veh J 11:75
Caldichoury I, Leplattenier P (2021) In: AIAA scitech 2021 forum. American Institute of Aeronautics and Astronautics. https://doi.org/10.2514/6.2021-1278
Wu B, Lu W (2016) J Electrochem Soc 163:A3131–A3139
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 This is a U.S. government work and not under copyright protection in the U.S.; foreign copyright protection may apply
About this chapter
Cite this chapter
Spotnitz, R. (2023). Applications of Commercial Software for Lithium-Ion Battery Modeling and Simulation. In: Santhanagopalan, S. (eds) Computer Aided Engineering of Batteries. Modern Aspects of Electrochemistry, vol 62. Springer, Cham. https://doi.org/10.1007/978-3-031-17607-4_1
Download citation
DOI: https://doi.org/10.1007/978-3-031-17607-4_1
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-17606-7
Online ISBN: 978-3-031-17607-4
eBook Packages: Computer ScienceComputer Science (R0)