Electrical energy storage for the grid: A battery of choices
Abstract
The increasing interest in energy storage for the grid can be attributed to multiple factors, including the capital costs of managing peak demands, the investments needed for grid reliability, and the integration of renewable energy sources. Although existing energy storage is dominated by pumped hydroelectric, there is the recognition that battery systems can offer a number of high-value opportunities, provided that lower costs can be obtained. The battery systems reviewed here include sodium-sulfur batteries that are commercially available for grid applications, redox-flow batteries that offer low cost, and lithium-ion batteries whose development for commercial electronics and electric vehicles is being applied to grid storage.
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Due to intrinsic peculiarities of ECMs, there is deficiency in capturing non-linear battery behaviors induced by load variations, which will undermine SOE estimation accuracy if ECMs work alone under strenuous loads.
“Additionally, due to the intrinsical peculiarities of ECMs, there is some deficiency in capturing the non -linear battery behaviors induced by the load variations and will undermine the SOE estimation accuracy if ECMs work alone under strenuous loads.”
From A Practical Lithium-Ion Battery Model for State of Energy and Voltage Responses Prediction Incorporating Temperature and Ageing Effects (2018) · cites this paper as [32]
Cites
Issues and challenges facing rechargeable lithium batteries
Tarascon, J. ‐., & Armand, M. B. (2001) · Nature · doi:10.1038/35104644 · Cited by 21,210 · see citing works
Self-citationArmand, M., & Tarascon, J.-M. (2008) · Nature · doi:10.1038/451652a · Cited by 19,612 · see citing works
Self-citationMaterials for electrochemical capacitors
Simon, P., & Gogotsi, Y. G. (2008) · Nature Materials · doi:10.1038/nmat2297 · Cited by 16,474 · see citing works
Challenges for Rechargeable Li Batteries
Goodenough, J. B., & Kim, Y. (2009) · Chemistry of Materials · doi:10.1021/cm901452z · Cited by 11,019 · see citing works
Nanostructured materials for advanced energy conversion and storage devices
Aricò, A. S., Bruce, P. G., Scrosati, B., Tarascon, J., & van Schalkwijk, W. (2005) · Nature Materials · doi:10.1038/nmat1368 · Cited by 8,815 · see citing works
Self-citationNano-sized transition-metal oxides as negative-electrode materials for lithium-ion batteries
Poizot, P., Laruelle, S., Grugeon, S., Dupont, L., & Tarascon, J. (2000) · Nature · doi:10.1038/35035045 · Cited by 8,050 · see citing works
Self-citationWhat are batteries, fuel cells, and supercapacitors?
Winter, M., & Brodd, R. J. (2004) · Chemical Reviews · doi:10.1021/cr020730k · Cited by 7,389 · see citing works
Challenges in the development of advanced Li-ion batteries: a review
Etacheri, V., Marom, R., Elazari, R., Salitra, G., & Aurbach, D. (2011) · Energy & Environmental Science · doi:10.1039/c1ee01598b · Cited by 6,708 · see citing works
Electrochemical Energy Storage for Green Grid
Yang, Z. G., Zhang, J., Kintner-Meyer, M. C., Lu, X., Choi, D., Lemmon, J. P., & Liu, J. (2011) · Chemical Reviews · doi:10.1021/cr100290v · Cited by 5,251 · see citing works
Lithium−Air Battery: Promise and Challenges
Girishkumar, G., McCloskey, B. D., Luntz, A. C., Swanson, S. A., & Wilcke, W. W. (2010) · The Journal of Physical Chemistry Letters · doi:10.1021/jz1005384 · Cited by 2,528 · see citing works
Metal–Air Batteries with High Energy Density: Li–Air versus Zn–Air
Lee, J., Kim, S. T., Cao, R., Choi, N., Liu, M., Lee, K. T., & Cho, J. (2010) · Advanced Energy Materials · doi:10.1002/aenm.201000010 · Cited by 2,290 · see citing works
A Polymer Electrolyte‐Based Rechargeable Lithium/Oxygen Battery
Abraham, K. M., & Jiang, Z. (1996) · Journal of The Electrochemical Society · doi:10.1149/1.1836378 · Cited by 2,095 · see citing works
Structural Changes in Silicon Anodes during Lithium Insertion/Extraction
Obrovac, M. N., & Christensen, L. (2004) · Electrochemical and Solid-State Letters · doi:10.1149/1.1652421 · Cited by 2,002 · see citing works
Optimized LiFePO[sub 4] for Lithium Battery Cathodes
Yamada, A., Chung, S., & Hinokuma, K. (2001) · Journal of The Electrochemical Society · doi:10.1149/1.1348257 · Cited by 1,869 · see citing works
Linden, D. (2001) · CERN Document Server (European Organization for Nuclear Research) · Cited by 1,803 · see citing works
Research on Advanced Materials for Li‐ion Batteries
Li, H., Wang, Z., Chen, L., & Huang, X. (2009) · Advanced Materials · doi:10.1002/adma.200901710 · Cited by 1,803 · see citing works
Progress in Flow Battery Research and Development
Skyllas‐Kazacos, M., Chakrabarti, B. K., Hajimolana, Y. S., Mjalli, F. S., & Saleem, M. (2011) · Journal of The Electrochemical Society · doi:10.1149/1.3599565 · Cited by 1,454 · see citing works
Lu, Y.-C., Xu, Z. J., Gasteiger, H., Chen, S., Hamad-Schifferli, K., & Yang, S.-H. (2010) · Journal of the American Chemical Society · doi:10.1021/ja1036572 · Cited by 1,184 · see citing works
Rechargeable Li 2 O 2 Electrode for Lithium Batteries
Ogasawara, T., Débart, A., Holzapfel, M., Novák, P., & Bruce, P. G. (2006) · Journal of the American Chemical Society · doi:10.1021/ja056811q · Cited by 1,132 · see citing works
Redox flow cells for energy conversion
de León, C. P., Frías‐Ferrer, Á., González‐García, J., Szánto, D. A., & Walsh, F. C. (2006) · Journal of Power Sources · doi:10.1016/j.jpowsour.2006.02.095 · Cited by 1,119 · see citing works
α‐MnO2 Nanowires: A Catalyst for the O2 Electrode in Rechargeable Lithium Batteries
Débart, A., Paterson, A. J., Bao, J., et al. (2008) · Angewandte Chemie International Edition · doi:10.1002/anie.200705648 · Cited by 910 · see citing works
New All‐Vanadium Redox Flow Cell
Skyllas‐Kazacos, M., Rychcik, M., Robins, R. G., et al. (1986) · Journal of The Electrochemical Society · doi:10.1149/1.2108706 · Cited by 881 · see citing works
Ion exchange properties of and rates of ionic diffusion in beta-alumina
Yao, Y.-F. Y., & Kummer, J. T. (1967) · Journal of Inorganic and Nuclear Chemistry · doi:10.1016/0022-1902(67)80301-4 · Cited by 869 · see citing works
Key challenges in future Li-battery research
Tarascon, J. (2010) · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rsta.2010.0112 · Cited by 783 · see citing works
Self-citationSemi‐Solid Lithium Rechargeable Flow Battery
Duduta, M., Ho, B., Wood, V. C., Limthongkul, P., Brunini, V., Carter, W. C., & Chiang, Y. (2011) · Advanced Energy Materials · doi:10.1002/aenm.201100152 · Cited by 617 · see citing works
Advanced materials for sodium-beta alumina batteries: Status, challenges and perspectives
Lu, X., Xia, G. G., Lemmon, J. P., et al. (2009) · Journal of Power Sources · doi:10.1016/j.jpowsour.2009.11.120 · Cited by 602 · see citing works
Lithium Salt of Tetrahydroxybenzoquinone: Toward the Development of a Sustainable Li-Ion Battery
Chen, H., Armand, M. B., Courty, M., et al. (2009) · Journal of the American Chemical Society · doi:10.1021/ja9024897 · Cited by 492 · see citing works
Battery Technologies for Large-Scale Stationary Energy Storage
Soloveichik, G. L. (2011) · Annual Review of Chemical and Biomolecular Engineering · doi:10.1146/annurev-chembioeng-061010-114116 · Cited by 460 · see citing works
Whitacre, J. F., Tevar, A., & Sharma, S. S. (2010) · Electrochemistry Communications · doi:10.1016/j.elecom.2010.01.020 · Cited by 397 · see citing works
Eyer, J., & Corey, G. P. (2010) · doi:10.2172/1031895 · Cited by 391 · see citing works
Dustmann, C.-H. (2003) · Journal of Power Sources · doi:10.1016/j.jpowsour.2003.09.039 · Cited by 336 · see citing works
Development of redox flow batteries. A historical bibliography
Bartolozzi, M. (1989) · Journal of Power Sources · doi:10.1016/0378-7753(89)80037-0 · Cited by 285 · see citing works
Hunting for Better Li-Based Electrode Materials via Low Temperature Inorganic Synthesis
Tarascon, J., Recham, N., Armand, M. B., et al. (2009) · Chemistry of Materials · doi:10.1021/cm9030478 · Cited by 241 · see citing works
Self-citationNguyen, T. V., & Savinell, R. F. (2010) · The Electrochemical Society Interface · doi:10.1149/2.f06103if · Cited by 215 · see citing works
Fast Ionic Transport in Solids
FARRINGTON, G. C., & Briant, J. L. (1979) · Science · doi:10.1126/science.204.4400.1371 · Cited by 208 · see citing works
Theoretical Energy Density of Li–Air Batteries
Zheng, J. P., Liang, R., Hendrickson, M. A., et al. (2008) · Journal of The Electrochemical Society · doi:10.1149/1.2901961 · Cited by 204 · see citing works
Barpanda, P., Chotard, J., Recham, N., et al. (2010) · Inorganic Chemistry · doi:10.1021/ic100583f · Cited by 183 · see citing works
Batteries for Large-Scale Stationary Electrical Energy Storage
Doughty, D. H., Butler, P. C., Akhil, A., et al. (2010) · The Electrochemical Society Interface · doi:10.1149/2.f05103if · Cited by 166 · see citing works
Rechargeable alkali-ion cathode-flow battery
Lu, Y., & Goodenough, J. B. (2011) · Journal of Materials Chemistry · doi:10.1039/c0jm04222f · Cited by 137 · see citing works
How Depth of Discharge Affects the Cycle Life of Lithium-Metal-Polymer Batteries
Guena, T., & Leblanc, P. (2006) · International Telecommunications Energy Conference (INTELEC) · doi:10.1109/intlec.2006.251641 · Cited by 125 · see citing works
Stand-alone wind system with Vanadium Redox Battery energy storage
Barote, L., Weissbach, R. S., Teodorescu, R., et al. (2008) · International Conference on Optimization of Electrical and Electronic Equipment · doi:10.1109/optim.2008.4602441 · Cited by 89 · see citing works
Overview of the sodium-sulfur battery for the IEEE stationary battery committee
Akihiro, B. I. T. O. (2005) · IEEE Power Engineering Society General Meeting · doi:10.1109/pes.2005.1489556 · Cited by 74 · see citing works
Toward Commercialization of the Beta-Alumina Family of Ionic Conductors
Sudworth, J. L., Barrow, P., Dong, W., et al. (2000) · MRS Bulletin · doi:10.1557/mrs2000.14 · Cited by 62 · see citing works
New glass-ceramic sealants for Na/S battery
Song, S., Wen, Z., Liu, Y., et al. (2010) · Journal of Solid State Electrochemistry · doi:10.1007/s10008-010-1028-6 · Cited by 22 · see citing works
Rosa, D. L., Monforte, G., D’Urso, C., et al. (2010) · ChemSusChem · doi:10.1002/cssc.201000223 · Cited by 20 · see citing works
In situ evaluation of container corrosion in sodium ? sulphur batteries
Dunn, B., Breiter, M. W., & Park, D. S. (1981) · Journal of Applied Electrochemistry · doi:10.1007/bf00615328 · Cited by 10 · see citing works
Self-citation
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Reviving the lithium metal anode for high-energy batteries
Lin, D., Liu, Y., & Cui, Y. (2017) · Nature Nanotechnology · doi:10.1038/nnano.2017.16 · Cited by 6,763 · see citing works
Electrolytes and Interphases in Li-Ion Batteries and Beyond
Xu, K. (2014) · Chemical Reviews · doi:10.1021/cr500003w · Cited by 5,566 · see citing works
Earth-abundant catalysts for electrochemical and photoelectrochemical water splitting
Roger, I., Shipman, M. A., & Symes, M. D. (2017) · Nature Reviews Chemistry · doi:10.1038/s41570-016-0003 · Cited by 3,503 · see citing works
Data-driven prediction of battery cycle life before capacity degradation
Severson, K. A., Attia, P. M., Jin, N., Perkins, N., Jiang, B., Yang, Z., Chen, M. H., Aykol, M., Herring, P. K., Fraggedakis, D., et al. (2019) · Nature Energy · doi:10.1038/s41560-019-0356-8 · Cited by 3,228 · see citing works
Potential of lithium-ion batteries in renewable energy
Diouf, B., & Pode, R. (2015) · Renewable Energy · doi:10.1016/j.renene.2014.11.058 · Cited by 1,120 · see citing works
Toward sustainable and systematic recycling of spent rechargeable batteries
Zhang, X., Li, L., Fan, E., Xue, Q., Bian, Y., Wu, F., & Chen, R. (2018) · Chemical Society Reviews · doi:10.1039/c8cs00297e · Cited by 1,038 · see citing works
Nam, K. W., Park, S. S., dos Reis, R., Dravid, V. P., Kim, H., Mirkin, C. A., & Stoddart, J. F. (2019) · Nature Communications · doi:10.1038/s41467-019-12857-4 · Cited by 688 · see citing works
Applications of lithium-ion batteries in grid-scale energy storage systems
Chen, T., Jin, Y., Lv, H., Yang, A., Liu, M., Chen, B., Xie, Y., & Chen, Q. (2020) · Transactions of Tianjin University · doi:10.1007/s12209-020-00236-w · Cited by 692 · see citing works
Assessment of utility energy storage options for increased renewable energy penetration
Evans, A., Strezov, V., & Evans, T. J. (2012) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2012.03.048 · Cited by 675 · see citing works
Wood-based nanotechnologies toward sustainability
Jiang, F., Li, T., Li, Y., Zhang, Y., Gong, A., Dai, J., Hitz, E., Luo, W., & Hu, L. (2018) · Advanced Materials · doi:10.1002/adma.201703453 · Cited by 599 · see citing works
Electrochemical Methods for Lithium Recovery: A Comprehensive and Critical Review
Battistel, A., Palagonia, M. S., Brogioli, D., La Mantia, F., & Trócoli, R. (2020) · Advanced Materials · doi:10.1002/adma.201905440 · Cited by 504 · see citing works
Extraction of lithium from Chinese salt-lake brines by membranes: Design and practice
Xu, S., Song, J., Bi, Q., Chen, Q., Zhang, W.-M., Qian, Z., Zhang, L., Xu, S., Tang, N., & He, T. (2021) · Journal of Membrane Science · doi:10.1016/j.memsci.2021.119441 · Cited by 462 · see citing works
Next-Generation Experimentation with Self-Driving Laboratories
Häse, F., Roch, L. M., & Aspuru-Guzik, A. (2019) · Trends in Chemistry · doi:10.1016/j.trechm.2019.02.007 · Cited by 426 · see citing works
Zhang, Y., Wang, L., Sun, W., Hu, Y., & Tang, H. (2020) · Journal of Industrial and Engineering Chemistry · doi:10.1016/j.jiec.2019.09.002 · Cited by 344 · see citing works
Toward Practical High-Energy and High-Power Lithium Battery Anodes: Present and Future
Wang, C., Yang, C., & Zheng, Z. (2022) · Advanced Science · doi:10.1002/advs.202105213 · Cited by 337 · see citing works
Jerez, B., Garcés, I., & Torres, R. (2021) · Political Geography · doi:10.1016/j.polgeo.2021.102382 · Cited by 337 · see citing works
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Song, J. F., Nghiem, L. D., Li, X.-M., & He, T. (2017) · Environmental Science: Water Research & Technology · doi:10.1039/c7ew00020k · Cited by 269 · see citing works
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Aslam, S., Rani, S., Lal, K., Fatima, M., Hardwick, T., Shirinfar, B., & Ahmed, N. (2023) · Green Chemistry · doi:10.1039/d3gc02849f · Cited by 263 · see citing works
Sun, C., Negro, E., Vezzù, K., Pagot, G., Cavinato, G., Nale, A., Herve Bang, Y., & Di Noto, V. (2019) · Electrochimica Acta · doi:10.1016/j.electacta.2019.03.056 · Cited by 261 · see citing works
Baseload electricity and hydrogen supply based on hybrid PV-wind power plants
Fasihi, M., & Breyer, C. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.118466 · Cited by 215 · see citing works
Janet, J. P., Ramesh, S., Duan, C., & Kulik, H. J. (2020) · ACS Central Science · doi:10.1021/acscentsci.0c00026 · Cited by 200 · see citing works
Qian, C., Xu, B., Chang, L., Sun, B., Feng, Q., Yang, D., Ren, Y., & Wang, Z. (2021) · Energy · doi:10.1016/j.energy.2021.120333 · Cited by 193 · see citing works
Stroe, D.-I., Swierczynski, M., Stan, A.-I., Teodorescu, R., & Andreasen, S. J. (2014) · IEEE Transactions on Industry Applications · doi:10.1109/tia.2014.2321028 · Cited by 176 · see citing works
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Mohammed, A., Saif, O., Abo-Adma, M., Fahmy, A., & Elazab, R. (2024) · Scientific Reports · doi:10.1038/s41598-023-50825-7 · Cited by 173 · see citing works
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Je, M., Han, D.-Y., Ryu, J., & Park, S. (2023) · Accounts of Chemical Research · doi:10.1021/acs.accounts.3c00308 · Cited by 175 · see citing works
Li, K., Wei, F., Tseng, K. J., & Soong, B.-H. (2018) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2017.2779411 · Cited by 160 · see citing works
Wali, S. B., Hannan, M. A., Reza, M. S., Ker, P. J., Begum, R. A., Rahman, M. S. A., & Mansor, M. (2021) · Journal of Energy Storage · doi:10.1016/j.est.2021.102296 · Cited by 149 · see citing works
Thelen, A., Lui, Y. H., Shen, S., Laflamme, S., Hu, S., Ye, H., & Hu, C. (2022) · Energy storage materials · doi:10.1016/j.ensm.2022.05.047 · Cited by 148 · see citing works
Model development and identification for fast demand response in commercial HVAC systems
Goddard, G., Klose, J., & Backhaus, S. (2014) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2014.2312430 · Cited by 101 · see citing works
Versatile zero‐ to three‐dimensional carbon for electrochemical energy storage
Zhao, Y., Zhang, Y., Wang, Y., Cao, D., Sun, X., & Zhu, H. (2021) · Carbon Energy · doi:10.1002/cey2.137 · Cited by 90 · see citing works
Ezeigwe, E. R., Dong, L., Manjunatha, R., Tan, M., Yan, W., & Zhang, J. (2021) · Nano Energy · doi:10.1016/j.nanoen.2021.105907 · Cited by 87 · see citing works
Battery state of health estimation under fast charging via deep transfer learning
Zhao, J., Li, D., Li, Y., Shi, D., Nan, J., & Burke, A. F. (2025) · iScience · doi:10.1016/j.isci.2025.112235 · Cited by 53 · see citing works
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Schmitt, J., Horstkötter, I., & Bäker, B. (2023) · Journal of Energy Storage · doi:10.1016/j.est.2022.106461 · Cited by 44 · see citing works
Duan, C., Chen, S., Taylor, M. G., Liu, F., & Kulik, H. J. (2021) · Chemical Science · doi:10.1039/d1sc03701c · Cited by 40 · see citing works
A high-fidelity hybrid lithium-ion battery model for SOE and runtime prediction
Li, K., Soong, B. H., & Tseng, K. J. (2017) · 2017 IEEE Applied Power Electronics Conference and Exposition (APEC) · doi:10.1109/apec.2017.7931032 · Cited by 12 · see citing works
- Authors
- Dunn, B., Kamath, H., & Tarascon, J.-M.
- Affiliations
- California NanoSystems Institute (US)
- Electric Power Research Institute (US)
- Collège de France (FR)
- Venue
- Science
- Published
- 2011-11-18
- Volume
- 334
- Issue
- 6058
- Pages
- 928-935
- ISSN
- 0036-8075 (ISSN-L)
- 1095-9203
- OpenAlex
- W2089525884
- Cited by
- 15,072
- References
- 46
- Citations by year
- 2026: 932 · 2025: 1216 · 2024: 1260 · 2023: 1230 · 2022: 1414 · 2021: 1406 · 2020: 1479 · 2019: 1429 · 2018: 1263 · 2017: 1057 · 2016: 878 · 2015: 657 · 2014: 491 · 2013: 259 · 2012: 92
- FWCI
- 219.95
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Science (publishedVersion)
- PubMed (publishedVersion)
- Funders
- U.S. Department of Energy (DESC0001342)
- Topics
- Physical Sciences › Energy › Energy Engineering and Power Technology › Power Systems and Renewable Energy
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advancements in Battery Materials
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advanced battery technologies research
- Keywords
- grid-scale energy storage, battery energy storage, sodium-sulfur batteries, redox flow batteries, lithium-ion batteries, pumped storage, renewable energy integration, peak demand management, power system reliability, storage costs
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