Electrochemical Cells and Storage Technologies to Increase Renewable Energy Share in Cold Climate Conditions—A Critical Assessment
Abstract
1. Introduction
2. Potential for Renewable Energy Use in Northern Communities
3. Energy Efficiency in Northern Communities
4. Impact of Extreme Weather Conditions on Renewable Energy Installations
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- The high air density and wind speed of big cold regions are particularly helpful to wind energy operations. On the other hand, wind turbine blades are generally subject to icing throughout the winter. Blade icing can significantly reduce power output or completely stop the wind turbines [6,19,20,21]. Unfortunately, this phenomenon can also lead to blade failure.
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- In cold climates, snow and ice can accumulate on photovoltaic modules, blocking sunlight, reducing power production, and (in rare cases) damaging the modules.
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- In the case of storage systems using batteries, they suffer a significant loss of capacity in cold weather.
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- In the case of hydroelectric dams, the infrastructure must deal with ice and snow that can cause damage or limit the operation of the structures. In addition, river levels are low in winter when demand is at its highest.
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- The presence of permafrost and its behavior during periods of global warming are other aspects to consider. Climate change is affecting the soils of Canada’s far north. Permafrost plays an important role in surface and subsurface hydrology, affecting the water regime. This accelerated melting also affects the foundations of various structures, including those of wind turbines [6].
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- Regarding biomass, organic matter is scarce. It is therefore not the best energy alternative in the Canadian North.
5. Different Means of Storage
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- Mechanical (flywheel).
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- Thermal (sensitive or latent refractory).
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- Potential (gravity hydraulics and pumping turbine).
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- Pneumatic (compressed air in a cavern or bottles).
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- Electrical (superconducting inductance and super-capacitors).
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- Chemical (electrochemical batteries, redox batteries with electrolytic circulation, hydrogen, and fuel cells).
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- The selection of a storage mode depends on several criteria, including [23]:
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- The capital cost of the storage and power electronics.
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- Cycling and calendar life.
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- Energy efficiency (storage size, thermal management, and structure).
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- Safety and the environment.
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- Temperature, humidity and/or salinity constraints.
6. Electrochemical Storage Techniques
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- A positive electrode capable of yielding or capturing electrons.
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- A negative electrode capable of giving up or taking in electrons.
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- The voltage across an open circuit (the equilibrium voltage of the battery at rest).
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- Storage capacity (characterizes the maximum quantity of electrical charges available to discharge it completely).
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- State of health (ratio between its total capacity at time t and its total capacity in new condition).
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- Internal resistance (depends on charge status, charge/discharge regime, temperature, and health condition).
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- Coulombic efficiency (ratio between the capacity that the battery can give back fully charged and the capacity that must be given back to recharge it entirely).
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- Charge/discharge state (the percentage of available capacity).
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- Charge/discharge rate (a standardization convention based on battery capacity): a 20 A current must be applied for 0.5 h to a battery with a nominal capacity of 10 Ah.
6.1. Lead Batteries
6.1.1. Technical Characteristics of the Charge–Discharge Rate of Lead Batteries and Their Variation According to the Temperature
6.1.2. Solutions for Adapting Lead–Acid Batteries to Cold Climates
6.2. Nickel-Based Batteries
6.2.1. Technical Characteristics of Charge–Discharge Rate of Nickel–Cadmium (NiCd) Batteries and Their Variation with Temperature
6.2.2. Technical Characteristics of Charge–Discharge Rate of Nickel–Metal Hydride (NiMH) Batteries and Their Variation with Temperature
6.2.3. Solutions for Adapting Nickel–Metal Hydride (NiMH) Batteries to Cold Climates
6.3. Lithium-Ion Batteries
6.3.1. Modeling and Optimization of Lithium-Ion Batteries According to the Application Domain
6.3.2. Technical Characteristics of Charge–Discharge Rate of Li-Ion Batteries and Their Variation with Temperature
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- Cold affects the electromotive force of a battery (open circuit voltage). As a result, the battery’s storage capacity is reduced.
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- The conductivity of the electrolyte is effected by cold.
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- Cold affects the kinetics of electrochemical reactions. It thus plays roles in capacity and the speed of the electrons to move in the electrolyte.
6.3.3. Solutions for Adapting Li-Ion Batteries to Cold Climates
6.4. Lithium Polymer Batteries
6.4.1. Technical Characteristics of Charge–Discharge Rate of Lithium Polymer Batteries and Their Variation with Temperature
6.4.2. Solutions for Adapting Lithium Polymer Batteries to Cold Climates
7. Containerized Solutions for Batteries
8. Discussion
9. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| PJ | Petajoule |
| YT | Yukon |
| NT | Northwest Territories |
| NU | Nunavut |
| QC | Quebec |
| MB | Manitoba |
| AB | Alerta |
| BC | British Columbia |
| NL | Newfoundland and Labrador |
| NB | New Brunswick |
| SK | Saskatchewan |
| NS | Nova Scotia |
| PE | Prince Edward Island |
| ON | Ontario |
References
- Alcen Corporate Foundation for Knowledge of Energies. BP Presents Key Energy Figures around the World. Available online: https://www.connaissancedesenergies.org/bp-statistical-review-world-energy-2018-les-chiffres-cles-de-lenergie-dans-le-monde-180614 (accessed on 23 September 2019).
- Canada Energy Regulator. Provincial and Territorial Energy Profiles—Quebec. Available online: https://www.cer-rec.gc.ca/fr/donnees-analyse/marches-energetiques/profils-energetiques-provinces-territoires/profils-energetiques-provinces-territoires-quebec.html (accessed on 6 October 2021).
- Turner, A.; Guillaud, C. The application of energy management systems to remote northern communities. In Energy Developments: New Forms, Renewables, Conservation; The Global Energy Forum: Regina, SK, Canada, 1984; pp. 935–940. [Google Scholar] [CrossRef] [Scilit]
- Majorowicz, J.; Grasby, S.E. Geothermal energy for northern Canada: Is it economical? Nat. Resour. Res. 2014, 23, 159–173. [Google Scholar] [CrossRef] [Scilit]
- Giordano, N.; Kanzari, I.; Miranda, M.; Dezayes, C.; Raymond, J. Shallow geothermal resource assessments for the northern community of Kuujjuaq, Québec, Canada. In Proceedings of the IGCP636 Annual Meeting, Santiago de Chile, Chile, 21 November 2017; pp. 1–3. [Google Scholar]
- Serra, L. Barriers to the Implementation of Renewable Energy Projects in Off-Grid Communities in Canada’s Northern Regions; Masters in Environment, University of Sherbrooke: Sherbrooke, QC, Canada, 2011. [Google Scholar]
- Longo, M.; Yaïci, W.; Foiadelli, F. Hybrid Renewable Energy System with Storage for Electrification–Case Study of Remote Northern Community in Canada. Int. J. Smart Grid-Ijsmartgrid 2019, 3, 63–72. [Google Scholar]
- Belzile, P.; Comeau, F.A.; Raymond, J.; Lamarche, L. Technology Review: Energy Efficiency and Renewable Energies in Northern Quebec; No. R1716; INRS, Water Earth Environment Center Quebec City: Quebec, QC, Canada, 2017; pp. 1–38. [Google Scholar]
- Zharan, K.; Bongaerts, J.C. Survey on Integrating of Renewable Energy into the Mining Industry. J. Environ. Account. Manag. 2018, 6, 149–165. [Google Scholar] [CrossRef] [Scilit]
- Vyhmeister, E.; Muñoz, C.A.; Miquel, J.M.B.; Moya, J.P.; Guerra, C.F.; Rodriguez, L.; Godoy-Faúndez, A.; Higueras, P.; Clemente-Jul, C.; Valdes-Gonzalez, H.; et al. A combined photovoltaic and novel renewable energy system: An optimized techno-economic analysis for mining industry applications. J. Clean. Prod. 2017, 149, 999–1010. [Google Scholar] [CrossRef] [Scilit]
- Slavin, A. New renewable energy for mine project-LAMGOLD Essakane to benefit from largest hybrid plant in Africa (Case Study). Energy Mines 2017, 3, 547–559. [Google Scholar]
- Chen, H.; Cong, T.N.; Yang, W.; Tan, C.; Li, Y.; Ding, Y. Progress in electrical energy storage system: A critical review. Prog. Nat. Sci. 2009, 19, 291–312. [Google Scholar] [CrossRef] [Scilit]
- Taylor, T. Energy storage. In EPJ Web of Conferences 2018; EDP Sciences: Les Ulis, France, 2018; Volume 189, p. 00009. [Google Scholar] [CrossRef] [Scilit]
- Dimitriev, O.; Yoshida, T.; Sun, H. Principles of solar energy storage. Energy Storage 2020, 2, e96. [Google Scholar] [CrossRef] [Scilit]
- Canada Energy Regulator. Market Snapshot: Understanding the High Energy Costs in Northern Canada. Available online: https://www.cer-rec.gc.ca/fr/donnees-analyse/marches-energetiques/apercu-marches/2017/apercu-marche-comprendre-couts-eleves-lenergie-dans-nord-canadien.html (accessed on 23 October 2020).
- Allard, M.; Lemay, M. Nunavik and Nunatsiavut: From science to policy. In An Integrated Regional Impact Study (IRIS) of Climate Change and Modernization; ArcticNet: Quebec, QC, Canada, 2012; p. 303. [Google Scholar]
- Canada Energy Regulator. Provincial and Territorial Energy Profiles—Yukon. Available online: https://www.cer-rec.gc.ca/en/data-analysis/energy-markets/provincial-territorial-energy-profiles/provincial-territorial-energy-profiles-yukon.html (accessed on 6 October 2021).
- Thompson, S.; Duggirala, B. The feasibility of renewable energies at an off-grid community in Canada. Renew. Sustain. Energy Rev. 2009, 13, 2740–2745. [Google Scholar] [CrossRef] [Scilit]
- Shu, L.; Qiu, G.; Hu, Q.; Jiang, X.; McClure, G.; Liu, Y. Numerical and experimental investigation of threshold de-icing heat flux of wind turbine. J. Wind Eng. Ind. Aerodyn. 2018, 174, 296–302. [Google Scholar] [CrossRef] [Scilit]
- Ibrahim, G.; Pope, K.; Muzychka, Y. Effects of blade design on ice accretion for horizontal axis wind turbines. J. Wind Eng. Ind. Aerodyn. 2018, 173, 39–52. [Google Scholar] [CrossRef] [Scilit]
- Shu, L.; Li, H.; Hu, Q.; Jiang, X.; Qiu, G.; McClure, G.; Yang, H. Study of ice accretion feature and power characteristics of wind turbines at natural icing environment. Cold Reg. Sci. Technol. 2018, 147, 45–54. [Google Scholar] [CrossRef] [Scilit]
- Ibrahim, H.; Ilinca, A.; Perron, J. Energy storage systems—Characteristics and comparisons. Renew. Sustain. Energy Rev. 2008, 12, 1221–1250. [Google Scholar] [CrossRef] [Scilit]
- Allart, D. Management and Electrothermal Modeling of Lithium-Ion Batteries. Ph.D. Thesis, Normandy University, Caen, France, 2017. [Google Scholar]
- Hossain, E.; Faruque, H.M.R.; Sunny, M.; Haque, S.; Mohammad, N.; Nawar, N. A Comprehensive Review on Energy Storage Systems: Types, Comparison, Current Scenario, Applications, Barriers, and Potential Solutions, Policies, and Future Prospects. Energies 2020, 13, 3651. [Google Scholar] [CrossRef] [Scilit]
- Zhang, H.; Sun, C. Cost-effective iron-based aqueous redox flow batteries for large-scale energy storage application: A review. J. Power Sources 2021, 493, 229445. [Google Scholar] [CrossRef] [Scilit]
- Ibrahim, H.; Ilinca, A.; Perron, J. Comparison and analysis of different energy storage techniques based on their performance index. In Proceedings of the 2007 IEEE Canada Electrical Power Conference, Montréal, QC, Canada, 25–26 October 2007; IEEE: New York, NY, USA, 2008; pp. 393–398. [Google Scholar] [CrossRef] [Scilit]
- Simon, P. Electrochemical energy storage: Principles, applications and future challenges. In Annals of Mines-Responsibility and Environment; FFE: Lancaster, TX, USA, 2015; pp. 67–72. [Google Scholar] [CrossRef] [Scilit]
- Nadeem, F.; Hussain, S.S.; Tiwari, P.K.; Goswami, A.K.; Ustun, T.S. Comparative review of energy storage systems, their roles, and impacts on future power systems. IEEE Access 2018, 7, 4555–4585. [Google Scholar] [CrossRef] [Scilit]
- Van den Bossche, P.; Vergels, F.; Van Mierlo, J.; Matheys, J.; Van Autenboer, W. SUBAT: An assessment of sustainable battery technology. J. Power Sources 2006, 162, 913–919. [Google Scholar] [CrossRef] [Scilit]
- Prensier, J.L.; Lusseau, C. Principle of Operation and Components of a Battery. Available online: https://eduscol.education.fr/sti/sites/eduscol.education.fr.sti/files/ressources/pedagogiques/6107/6107-annexe-principe-de-fonctionnement-et-constituants-dune-batterie-ens.pdf (accessed on 21 December 2020).
- Bedin, F. How Does a Lithium-Ion Battery Work? Available online: https://www.01net.com/actualites/comment-fonctionne-une-batterie-lithium-ion-1378434.html#:~:text=Le%20fonctionnement%20d’une%20batterie%20Lithium%2DIon&text=La%20batterie%20comporte%20un%20ou,dot%C3%A9s%20chacun%20de%20deux%20%C3%A9lectrodes.&text=En%20cons%C3%A9quence%2C%20les%20ions%20de,pour%20%C3%A9quilibrer%20la%20charge%20%C3%A9lectrique (accessed on 30 June 2020).
- Vallverdu, G. Principe de Fonctionnement des Batteries au Lithium; University of Pau and the Adour Countries: Pau, France, 2011. [Google Scholar]
- Chapman, B. Lets Talk Science. Available online: https://letstalkscience.ca/educational-resources/stem-in-context/how-does-a-lithium-ion-battery-work (accessed on 6 February 2022).
- Delaille, A. Development of Methods for Evaluating the State of Charge and the State of Health of Batteries Used in Photovoltaic Systems. Ph.D. Thesis, Paris VI University, Paris, France, 2006. [Google Scholar]
- Karoui, F. Optimization of Management Strategies for Lead-Acid Batteries Used in Photovoltaic Systems. Ph.D. Thesis, National Polytechnic Institute of Grenoble-INPG, Grenoble, France, 2007. [Google Scholar]
- May, G.J.; Davidson, A.; Monahov, B. Lead batteries for utility energy storage: A review. J. Energy Storage 2018, 15, 145–157. [Google Scholar] [CrossRef] [Scilit]
- Solar-Battery. Principle of Operation of a Lead Acid Battery. Available online: https://www.batterie-solaire.com/Accumulateur-plomb-principe-fonctionnement.htm (accessed on 29 December 2020).
- Noël, J. Optimization of the Life of Lead Acid Batteries. Victron Energy Documents. Available online: https://www.victronenergy.fr/upload/documents/Optimiser-la-vie-des-batteries-plomb-Le%C3%A7on-V02-Bis.pdf (accessed on 14 February 2021).
- GUIDEnR Photovoltaïque. Photovoltaic Information. Available online: http://www.photovoltaique.guidenr.fr/cours-photovoltaique-autonome/I_effet-temperature-capacite-batterie.php (accessed on 15 February 2021).
- Solar-Battery. Mechanisms of Degradation of Lead Acid Batteries. Available online: https://www.batterie-solaire.com/Mecanismes-degradation-batterie-plomb.htm (accessed on 27 February 2021).
- Wang, Y.; Zhang, P.; Li, Y.L.; Li, L.; Liang, J.Q.; Gao, Y.; Zhang, H.D.; Sun, W. The Influence of Carbon Material on the Low-Temperature Performance of Lead-Acid Battery. In Engineering Materials Key; Shixuan, X., Translator; Tech Publications Ltd: Bäch SZ, Switzerland, 2020; Volume 842, pp. 236–241. [Google Scholar]
- Giess, H. Performance of VRLA cells and monoblocs under arctic conditions. In Proceedings of the 24th Annual International Telecommunications Energy Conference, Montreal, QC, Canada, 29 September–3 October 2002; IEEE: New York, NY, USA, 2002; pp. 55–60. [Google Scholar] [CrossRef] [Scilit]
- Penn East of Canada. Exceptional Batteries for the Canadian Market. Available online: https://www.eastpenncan-ada.com/FR/technologie-agm.html (accessed on 1 March 2021).
- Moseley, P.T. Improving the valve-regulated lead–acid battery. J. Power Sources 2000, 88, 71–77. [Google Scholar] [CrossRef] [Scilit]
- Häring, P.; Giess, H. Performance of a VRLA battery in an arctic environment. J. Power Sources 2003, 116, 257–262. [Google Scholar] [CrossRef] [Scilit]
- Brodd, R. Nickel-Based Battery Systems. In Batteries for Sustainability; Springer: New York, NY, USA, 2013; pp. 423–443. [Google Scholar] [CrossRef] [Scilit]
- Huang, Z.; Du, G. Nickel-based batteries for medium-and large-scale energy storage. In Advances in Batteries for Medium and Large-Scale Energy Storage; Elsevier: Amsterdam, The Netherlands; Woodhead Publishing: Sawston, UK, 2015; pp. 73–90. [Google Scholar] [CrossRef] [Scilit]
- The BatteryGuy.com Knowledge Base. What Are Nickel-Based Batteries. Available online: https://batteryguy.com/kb/kn-owledge-base/what-are-nickel-based-batteries/ (accessed on 1 March 2021).
- SolarReviews. The Best Uses for Nickel Cadmium (Ni-Cd) Batteries. Available online: https://www.solarreviews.com/blog/best-uses-for-nickel-cadmium-batteries (accessed on 6 October 2021).
- Petrovic, S. Nickel–Cadmium Batteries. In Battery Technology Crash Course; Springer: Cham, Switzerland, 2021; pp. 73–88. [Google Scholar] [CrossRef] [Scilit]
- Omar, N.; Firouz, Y.; Monem, M.A.; Samba, A.; Gualous, H.; Coosemans, T.; Van Den Bossche, P.; Van Mierlo, J. Analysis of nickel-based battery technologies for hybrid and electric vehicles. In Reference Module in Chemistry, Molecular Sciences and Chemical Engineering; Elsevier: Amsterdam, The Netherlands, 2014; pp. 1–12. [Google Scholar]
- Dell, R.; Rand, D.A.J. Understanding Batteries; Royal Society of Chemistry: London, UK, 2001; pp. 1–60. [Google Scholar] [CrossRef] [Scilit]
- Jade-Technology. The NiMH Battery: Advantages, Disadvantages, Applications. Available online: https://www.jade-technologie.com/avantages-accus-nimh-nickel-metal-hydrure/ (accessed on 19 April 2021).
- Karwowska, M.; Jaron, T.; Fijalkowski, K.J.; Leszczynski, P.J.; Rogulski, Z.; Czerwinski, A. Influence of electrolyte composition and temperature on behaviour of AB5 hydrogen storage alloy used as negative electrode in Ni–MH batteries. J. Power Sources 2014, 263, 304–309. [Google Scholar] [CrossRef] [Scilit]
- Sides, C.R.; Martin, C.R. Nanostructured Electrodes and the Low-Temperature Performance of Li-Ion Batteries. Adv. Mater. 2005, 17, 125–128. [Google Scholar] [CrossRef] [Scilit]
- Rodrigues, M.T.F.; Babu, G.; Gullapalli, H.; Kalaga, K.; Sayed, F.N.; Kato, K.; Joyner, J.; Ajayan, P.M. A materials perspective on Li-ion batteries at extreme temperatures. Nat. Energy 2017, 2, 1–14. [Google Scholar] [CrossRef] [Scilit]
- Zhou, W.; Zhu, D.; Tang, Z.; Wu, C.; Huang, L.; Ma, Z.; Chen, Y. Improvement in low-temperature and instantaneous high-rate output performance of Al-free AB5-type hydrogen storage alloy for negative electrode in Ni/MH battery: Effect of thermodynamic and kinetic regulation via partial Mn substituting. J. Power Sources 2017, 343, 11–21. [Google Scholar] [CrossRef] [Scilit]
- Yang, H.; Chen, Y.; Tao, M.; Wu, C.; Shao, J.; Deng, G. Low temperature electrochemical properties of LaNi4.6−xMn0.4Mx (M = Fe or Co) and effect of oxide layer on EIS responses in metal hydride electrodes. Electrochim. Acta 2010, 55, 648–655. [Google Scholar] [CrossRef] [Scilit]
- Karwowska, M.; Fijalkowski, K.; Czerwiński, A. Low Temperature Characteristics of Hydrogen Storage Alloy LaMm-Ni4.1Al0.3Mn0.4Co0.45 for Ni-MH Batteries. Materials 2019, 12, 4220. [Google Scholar] [CrossRef] [Scilit]
- Li, M.M.; Wang, C.C.; Yang, C.C. Development of high-performance hydrogen storage alloys for applications in nickel-metal hydride batteries at ultra-low temperature. J. Power Sources 2021, 491, 229585. [Google Scholar] [CrossRef] [Scilit]
- Hemery, C.V. Studies of Thermal Phenomena in Li-Ion Batteries. Ph.D. Thesis, University of Grenoble, Grenoble, France, 2013. [Google Scholar]
- Lazzari, O. The Lithium-Ion Accumulators in Japan; National Center INIS: Gif-sur-Yvette, France, 2006. [Google Scholar]
- Xie, J.; Lu, Y.C. A retrospective on lithium-ion batteries. Nat. Commun. 2020, 11, 2499. [Google Scholar] [CrossRef] [Scilit]
- Mu, D.; Jiang, J.; Zhang, C. Online semiparametric identification of Lithium-Ion batteries using the wavelet-based partially linear battery model. Energies 2013, 6, 2583–2604. [Google Scholar] [CrossRef] [Scilit]
- Nanini-Maury, E. Formulation of High Potential Electrolytes for the Characterization of Innovative Positive Electrodes: Lithium-Ion Batteries for Electric Vehicles. Ph.D. Thesis, Paris VI University, Pierre and Marie Curie University, Paris, France, 2014. [Google Scholar]
- Long, L.; Wang, S.; Xiao, M.; Meng, Y. Polymer electrolytes for lithium polymer batteries. J. Mater. Chem. A 2016, 4, 10038–10069. [Google Scholar] [CrossRef] [Scilit]
- Chung, S.Y.; Bloking, J.T.; Chiang, Y.M. Electronically conductive phospho-olivines as lithium storage electrodes. Nat. Mater. 2002, 1, 123–128. [Google Scholar] [CrossRef] [Scilit]
- Patel, P. Improving the Lithium-Ion Battery; ACS Publications: Washington, DC, USA, 2015; Available online: https://pubs.acs.org/doi/10.1021/acscentsci.5b00223 (accessed on 20 February 2020).
- Sarshar, M.; Zarei-Jelyani, M.; Babaiee, M. Application of semi empirical and multiphysics models in simulating lithium ion battery operation. In Proceedings of the 10th International Chemical Engineering Congress and Exhibition, Isfahan, Iran, 6–10 May 2018. [Google Scholar]
- Liu, D.; Wang, H.; Peng, Y.; Xie, W.; Liao, H. Satellite lithium-ion battery remaining cycle life prediction with novel indirect health indicator extraction. Energies 2013, 6, 3654–3668. [Google Scholar] [CrossRef] [Scilit]
- Rong, P.; Pedram, M. An analytical model for predicting the remaining battery capacity of lithium-ion batteries. IEEE Trans. Very Large Scale Integr. (VLSI) Syst. 2006, 14, 441–451. [Google Scholar] [CrossRef] [Scilit]
- Sarasketa-Zabala, E.; Martinez-Laserna, E.; Berecibar, M.; Gandiaga, I.; Rodriguez-Martinez, L.; Villarreal, I. Realistic lifetime prediction approach for Li-ion batteries. Appl. Energy 2016, 162, 839–852. [Google Scholar] [CrossRef] [Scilit]
- Abe, M.; Nishimura, K.; Seki, E.; Haruna, H.; Hirasawa, T.; Ito, S.; Yoshiura, T. Lifetime prediction for heavy-duty industrial lithium-ion batteries that enables highly reliable system design. Hitachi Rev. 2012, 61, 259–263. [Google Scholar]
- Marquardt, D.W. An algorithm for least-squares estimation of nonlinear parameters. J. Soc. Ind. Appl. Math. 1963, 11, 431–441. [Google Scholar] [CrossRef] [Scilit]
- Multiphysics, C. Introduction to COMSOL Multiphysics Version 5.3; COMSOL Multiphysics: Burlington, MA, USA, 1998; Volume 9, p. 2018. [Google Scholar]
- Jin, N.; Danilov, D.L.; Van den Hof, P.M.; Donkers, M. Parameter estimation of an electrochemistry-based lithium-ion battery model using a two-step procedure and a parameter sensitivity analysis. Int. J. Energy Res. 2018, 42, 2417–2430. [Google Scholar] [CrossRef] [Scilit]
- Astaneh, M.; Andric, J.; Löfdahl, L.; Maggiolo, D.; Stopp, P.; Moghaddam, M.; Chapuis, M.; Ström, H. Calibration Optimization Methodology for Lithium-Ion Battery Pack Model for Electric Vehicles in Mining Applications. Energies 2020, 13, 3532. [Google Scholar] [CrossRef] [Scilit]
- Doyle, M.; Fuller, T.F.; Newman, J. Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell. J. Electrochem. Soc. 1993, 140, 1526. [Google Scholar] [CrossRef] [Scilit]
- Hosseinzadeh, E.; Marco, J.; Jennings, P. Combined electrical and electrochemical-thermal model of parallel connected large format pouch cells. J. Energy Storage 2019, 22, 194–207. [Google Scholar] [CrossRef] [Scilit]
- Smith, K.; Wang, C.Y. Power and thermal characterization of a lithium-ion battery pack for hybrid-electric vehicles. J. Power Sources 2006, 160, 662–673. [Google Scholar] [CrossRef] [Scilit]
- Park, J.; Lee, M.; Kim, G.; Park, S.; Kim, J. Integrated Approach Based on Dual Extended Kalman Filter and Multivariate Autoregressive Model for Predicting Battery Capacity Using Health Indicator and SOC/SOH. Energies 2020, 13, 2138. [Google Scholar] [CrossRef] [Scilit]
- Mao, L.; Xu, J.; Chen, J.; Zhao, J.; Wu, Y.; Yao, F. A LSTM-STW and GS-LM Fusion Method for Lithium-Ion Battery RUL Prediction Based on EEMD. Energies 2020, 13, 2380. [Google Scholar] [CrossRef] [Scilit]
- Dubarry, M.; Svoboda, V.; Hwu, R.; Liaw, B.Y. Capacity and power fading mechanism identification from a commercial cell evaluation. J. Power Sources 2007, 165, 566–572. [Google Scholar] [CrossRef] [Scilit]
- Lei, Z.; Zhang, Y.; Lei, X. Temperature uniformity of a heated lithium-ion battery cell in cold climate. Appl. Therm. Eng. 2018, 129, 148–154. [Google Scholar] [CrossRef] [Scilit]
- Smart, M.C.; Ratnakumar, B.V.; Surampudi, S.; Wang, Y.; Zhang, X.; Greenbaum, S.G.; Hightower, A.; Ahn, C.C.; Fultz, B. Irreversible capacities of graphite in low-temperature electrolytes for lithium-ion batteries. J. Electrochem. Soc. 1999, 146, 3963. [Google Scholar] [CrossRef] [Scilit]
- Shiao, H.C.A.; Chua, D.; Lin, H.P.; Slane, S.; Salomon, M. Low temperature electrolytes for Li-ion PVDF cells. J. Power Sources 2000, 87, 167–173. [Google Scholar] [CrossRef] [Scilit]
- Zhang, S.; Xu, K.; Jow, T. The low temperature performance of Li-ion batteries. J. Power Sources 2003, 115, 137–140. [Google Scholar] [CrossRef] [Scilit]
- Jaguemont, J.; Boulon, L.; Dubé, Y.; Poudrier, D. Low temperature discharge cycle tests for a lithium ion cell. In Proceedings of the 2014 IEEE Vehicle Power and Propulsion Conference (VPPC), Coimbra, Portugal, 27–30 October 2014; IEEE: New York, NY, USA, 2014; pp. 1–6. [Google Scholar] [CrossRef] [Scilit]
- Jaguemont, J. Thermal Management of a Lithium-Ion Battery Pack in Winter Conditions including Aging. Ph.D. Thesis, University of Quebec at Trois-Rivières, Trois-Rivières, QC, Canada, 2015. [Google Scholar]
- Dong, X.; Guo, Z.; Guo, Z.; Wang, Y.; Xia, Y. Organic batteries operated at −70 °C. Joule 2018, 2, 902–913. [Google Scholar] [CrossRef] [Scilit]
- Piel, T.; Bonenfant, N. How Does Temperature Influence the Autonomy of Lithium-Ion Batteries? Available online: http://tpe-batterie-lithium.e-monsite.com/pages/ii-influence-de-la-temperature.html (accessed on 24 September 2020).
- EEMB. Lithium-Ion Battery DATA SHEET. Available online: https://www.ineltro.ch/media/downloads/SAAItem/45/459-58/36e3e7f3-2049-4adb-a2a7-79c654d92915.pdf (accessed on 6 February 2022).
- Ji, Y.; Zhang, Y.; Wang, C.Y. Li-ion cell operation at low temperatures. J. Electrochem. Soc. 2013, 160, A636. [Google Scholar] [CrossRef] [Scilit]
- Herreyre, S.; Huchet, O.; Barusseau, S.; Perton, F.; Bodet, J.; Biensan, P. New Li-ion electrolytes for low temperature applications. J. Power Sources 2001, 97, 576–580. [Google Scholar] [CrossRef] [Scilit]
- Plichta, E.J.; Hendrickson, M.; Thompson, R.; Au, G.; Behl, W.K.; Smart, M.C.; Ratnakumar, B.V.; Surampudi, S. Development of low temperature Li-ion electrolytes for NASA and DoD applications. J. Power Sources 2001, 94, 160–162. [Google Scholar] [CrossRef] [Scilit]
- Zhang, S.; Xu, K.; Jow, T. Low temperature performance of graphite electrode in Li-ion cells. Electrochim. Acta 2002, 48, 241–246. [Google Scholar] [CrossRef] [Scilit]
- Wang, N.; Shang, Y.; Duan, B.; Yu, K.; Wang, T.; Zhang, C. Study on the Effect of Different AC Excitations on the Internal Heating for Low-Temperature Batteries. In Proceedings of the 2019 3rd Conference on Vehicle Control and Intelligence (CVCI), Hefei, China, 21–22 September 2019; IEEE: New York, NY, USA, 2019; pp. 1–5. [Google Scholar] [CrossRef] [Scilit]
- Ruan, H.; Jiang, J.; Sun, B.; Su, X.; He, X.; Zhao, K. An optimal internal-heating strategy for lithium-ion batteries at low temperature considering both heating time and lifetime reduction. Appl. Energy 2019, 256, 113797. [Google Scholar] [CrossRef] [Scilit]
- Hoang Huy, V.P.; So, S.; Hur, J. Inorganic Fillers in Composite Gel Polymer Electrolytes for High-Performance Lithium and Non-Lithium Polymer Batteries. Nanomaterials 2021, 11, 614. [Google Scholar] [CrossRef] [Scilit]
- Xing, W.; Sugiyama, H. Improvement in the low temperature performance of gelled polymer lithium-ion cells. J. Power Sources 2003, 117, 153–159. [Google Scholar] [CrossRef] [Scilit]
- Smart, M.C.; Ratnakumar, B.; Behar, A.; Whitcanack, L.; Yu, J.S.; Alamgir, M. Gel polymer electrolyte lithium-ion cells with improved low temperature performance. J. Power Sources 2007, 165, 535–543. [Google Scholar] [CrossRef] [Scilit]
- Smart, M.C.; Ratnakumar, B.; Surampudi, S. Electrolytes for Low-Temperature Lithium Batteries Based on Ternary Mixtures of Aliphatic Carbonates. J. Electrochem. Soc. 1999, 146, 486. [Google Scholar] [CrossRef] [Scilit]
- Smart, M.C.; Ratnakumar, B.V.; Whitcanack, L.D.; Chin, K.B.; Surampudi, S.; Croft, H.; Tice, D.; Staniewicz, R. Improved low-temperature performance of lithium-ion cells with quaternary carbonate-based electrolytes. J. Power Sources 2003, 119, 349–358. [Google Scholar] [CrossRef] [Scilit]
- Smart, M.C.; Ratnakumar, B.; Surampudi, S. Use of organic esters as cosolvents in electrolytes for lithium-ion batteries with improved low temperature performance. J. Electrochem. Soc. 2002, 149, A361. [Google Scholar] [CrossRef] [Scilit]
- Ohta, A.; Koshina, H.; Okuno, H.; Murai, H. Relationship between carbonaceous materials and electrolyte in secondary lithium-ion batteries. J. Power Sources 1995, 54, 6–10. [Google Scholar] [CrossRef] [Scilit]
- Sazhin, S.V.; Khimchenko, M.Y.; Tritenichenko, Y.N.; Lim, H.S. Performance of Li-ion cells with new electrolytes conceived for low-temperature applications. J. Power Sources 2000, 87, 112–117. [Google Scholar] [CrossRef] [Scilit]
- ISTOCK. Installation de Stockage d’Energie par Batterie Constituée de Conteneurs d’Expédition. Available online: https://www.istockphoto.com/photo/battery-energy-storage-facility-made-of-shipping-containers-3d-rendering-gm939827044-256948372 (accessed on 4 February 2022).
- L’USINENOUVELLE. With Saft, Total Will Install 103 MWh of Batteries in France for RTE. Available online: https://www.usinenouvelle.com/article/avec-saft-total-va-installer-103-mwh-de-batteries-en-france-pour-rte.N939525 (accessed on 12 April 2021).
- The World of Electricity Online. Total Launches the Largest Battery Electricity Storage Project in France. Available online: https://www.lemondedelelectricite.ca/monde-en-mouvement/4216-total-lance-le-plus-grand-projet-de-stockage-d-electricite-par-batterie-de-france (accessed on 13 April 2021).
- SAFT. Renewables and Energy Storage: Saft to Build the Largest Energy Storage System in the Nordic Countries. Available online: https://www.saftbatteries.com/fr/m%C3%A9dias-et-ressources/communiqu%C3%A9s-de-presse/saft-construira-le-plus-grand-systeme-stockage-energie-pays-nordiques (accessed on 12 April 2021).
- TotalEnergies. Renewables and Energy Storage: Saft to Build the Largest Energy Storage System in the Nordic Countries. Available online: https://www.total.com/fr/medias/actualite/communiques/renouvelables-et-stockage-denergie-saft-construira-le-plus-grand-systeme-de-stockage-denergie-des (accessed on 13 April 2021).
- SAFT. Intensium® Max 20 High Energy (NMC). Available online: https://www.saftbatteries.com/products-solutions/products/intensium%C2%AE-max-20-high-energy (accessed on 13 April 2021).
- inspire BOX. Energy Storage Containers Become the Norm. Available online: https://inspirebox.fr/les-containers-de-stockage-d-energie-deviennent-la-norme/#:~:text=Les%20syst%C3%A8mes%20de%20stockage%20d’%C3%A9nergie%20par%20batterie%20sont%20int%C3%A9gr%C3%A9s,de%20protection%20contre%20l’incendie (accessed on 14 April 2021).
- inspire BOX. A New Containerized Energy Storage System. Available online: https://inspirebox.fr/un-nouveau-systeme-de-stockage-d-energie-en-container/ (accessed on 14 April 2021).
- Alternative Bike. The Different Types of Batteries and Their Advantages. Available online: https://blog.alternative.bike/conseils/1675-batteries/#:~:text=Batteries%20Nickel%2DM%C3%A9tal%20Hydrure%20(Ni,ph%C3%A9nom%C3%A8ne-%20-d’auto%2Dd%C3%A9charge (accessed on 20 April 2021).
- Schwarz, V. Electrochemical Storage. Available online: https://www.inter-mines.org/global/gene/lin-k.php?doc_id=1012&fg=1 (accessed on 18 August 2021).




















| Steps | Actions |
|---|---|
| 1 | Increase the efficiency of existing generators. Implement newer machines, use cleaner petroleum products, and integrate better control systems. |
| 2 | Use the heat produced by the generators as waste heat. |
| 3 | Use low-consumption equipment to reduce the number of products consumed. |
| 4 | Consider creating heat and power by other means (e.g., wind, solar, and hydro). |
| Specific Density | Freezing Temperatures (°C) |
|---|---|
| 1.0 | 0 |
| 1.5 | −3.3 |
| 1. | −7.8 |
| 1.5 | −15 |
| 1. | −27 |
| 1.5 | −52 |
| 1.0 | −71 |
| Climate | Cold Climates | Temperate Climates | Tropical Climates |
|---|---|---|---|
| Specific Density | 1.29–1.30 | 1.25–1.28 | 1.20–1.23 |
| Positive effect |
| X |
|
| Negative effect |
| X |
|
| Lead | Ni/Cd | Ni/MH | Li Ion | Li Polymer | |
|---|---|---|---|---|---|
| Specific energy (Wh/kg) | 30–50 | 45–80 | 60–110 | 150–190 | 150–190 |
| Energy density (Wh/liter) | 75–120 | 80–150 | 220–330 | 220–330 | 220–330 |
| Peak power (W/kg) | Up to 700 | ---- | Up to 900 | Up to 1500 | Up to 250 |
| Number of cycles (charge/discharge) | 400–1200 | 2000 | 1500 | 500–1000 | 200–300 |
| Self-discharge per month | 5% | 20% | 30% | 10% | 10% |
| Nominal voltage of an element | 2 V | 1.2 V | 1.2 V | 3.6 V | 3.7 V |
| Operating temperature range | −20 to 60° C | −40 to 60 °C | −20 to 60 °C | −20 to 60 °C | 0 to 60 °C |
| Advantages | Low cost | Reliability Cold performance | Very good energy density | Excellent energy and power | Thin batteries possible |
| Disadvantages | Low energy Sudden death | Relatively low energy Toxicity | Cost of basic materials Behavior in temperature | Safety of large elements Cost | Cold performance Cost |
| Indicative Costs (€/kWh) | 200 to 250 | 600 | 1500 to 2000 | 2000 | 1500 to 2000 |
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Share and Cite
Ahoutou, Y.; Ilinca, A.; Issa, M. Electrochemical Cells and Storage Technologies to Increase Renewable Energy Share in Cold Climate Conditions—A Critical Assessment. Energies 2022, 15, 1579. https://doi.org/10.3390/en15041579
Ahoutou Y, Ilinca A, Issa M. Electrochemical Cells and Storage Technologies to Increase Renewable Energy Share in Cold Climate Conditions—A Critical Assessment. Energies. 2022; 15(4):1579. https://doi.org/10.3390/en15041579
Chicago/Turabian StyleAhoutou, Yao, Adrian Ilinca, and Mohamad Issa. 2022. "Electrochemical Cells and Storage Technologies to Increase Renewable Energy Share in Cold Climate Conditions—A Critical Assessment" Energies 15, no. 4: 1579. https://doi.org/10.3390/en15041579
APA StyleAhoutou, Y., Ilinca, A., & Issa, M. (2022). Electrochemical Cells and Storage Technologies to Increase Renewable Energy Share in Cold Climate Conditions—A Critical Assessment. Energies, 15(4), 1579. https://doi.org/10.3390/en15041579

