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Integration of multi-criteria decision-making for performance evaluation of different solar batteries technologies

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Abstract

The aim of this paper is to propose a new approach allowing the improvement of the operation, the performances and the lifetime of a photovoltaic system. This improvement concerns the energy storage system, and it is essentially ensured by a multi-criteria analysis integrating the dependability analysis tools. In this context, this approach is based on an evaluation focused on several selection criteria and several technical factors to properly determine the most relevant technology for solar batteries such as lead–acid battery, nickel–cadmium battery (Ni–Cd), nickel–metal hydride (Ni–MH) battery and lithium-ion battery. The factors that are taken into account by the authors in this multi-criteria analysis are reliability, security, size and cost. The assessment of the reliability of the available battery capacity is established using failure modes, effects and criticality analysis and a classification of failure modes by an appropriate calculation of the number risk priority (RPN). The analysis of the security criteria is based on the development of a preliminary risk analysis which shows the impact of different solar technologies batteries on the environment, human health and physical. This approach is also interested in the evaluation of the cost and the impact of the volume, the number and the mass of the batteries used in the photovoltaic system. Finally, this approach is completed by the utilization of the Preference Ranking Organization Method for Enrichment Evaluations (PROMETHEE) to develop a decision-making model and solve the problem of choosing solar battery technology.

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References

  1. Pastor-Fernandez C, Uddin K, Chouchelamane GH, Widanage WD, Marco JA (2017) Comparison between electrochemical impedance spectroscopy and incremental capacity-differential voltage as Li-ion diagnostic techniques to identify and quantify the effects of degradation modes within battery management systems. J Power Sources 360:301–318. https://doi.org/10.1016/j.jpowsour.2017.03.042

    Article  Google Scholar 

  2. Henschel J, Horsthemke F, Stenzel YP, Evertz M, Sabrina GS, Lürenbaum C, Kösters K, Wiemers-Meyer S, Winter M, Nowak S (2020) Lithium ion battery electrolyte degradation of field-tested electric vehicle battery cells—a comprehensive analytical study. J Power Sources 447:227370. https://doi.org/10.1016/j.jpowsour.2019.227370

    Article  Google Scholar 

  3. Meng T, Young KH, Koch J, Ouchi T, Yasuoka S (2016) Failure mechanisms of nickel/metal hydride batteries with cobalt-substituted superlattice hydrogen-absorbing alloy anodes at 50 °C. Batteries 2:20. https://doi.org/10.3390/batteries2030020

    Article  Google Scholar 

  4. Juan M, Rojasa L, Dufo-Lopezc R, Jose L (2016) Operating conditions of Lead acid batteries in the optimization of hybrid energy systems and microgrids. J Appl Energy 179:590–600

    Article  Google Scholar 

  5. Kumar GVB, Kaliannan P, Padmanaban S, Holm-Nielsen JB, Blaabjerg F (2020) Effective management system for solar PV using real-time data with hybrid energy storage system. Appl Sci 10:1108. https://doi.org/10.3390/app10031108

    Article  Google Scholar 

  6. Jyothi VM, Muni TV, Lalitha SVNL (2016) An optimal energy management system for PV/battery standalone system. IJECE 6:2538–2544. https://doi.org/10.11591/ijece.v6i6.11479

    Article  Google Scholar 

  7. Xavier LS, Amorim WCS, Cupertino AF, Mendes VF, Boaventura WC, Pereira HA (2019) Power converters for battery energy storage systems connected to medium voltage systems: a comprehensive review. BMC Energy 1:7. https://doi.org/10.1186/s42500-019-0006-5

    Article  Google Scholar 

  8. Azzouz I, Hafsa Hammami I, Brik K, Ben Ammar F (2022) Multi criteria analysis of multi-sources photovoltaic electrical structures in isolated sites. In: 5th international conference on advanced systems and emergent technologies (IC_ASET). https://doi.org/10.1109/IC_ASET53395.2022.9765888

  9. Nagaraj S, Ranihemamalini R, Rajaji L (2020) Performance enhancement of DC/DC converters for solar powered EV. IJECE 10:3423–3430. https://doi.org/10.11591/ijece.v10i4

    Article  Google Scholar 

  10. Rodolfo D, Tomás C, Jesús S, José L (2021) Comparison of lead-acid and li-ion batteries lifetime prediction models in stand-alone photovoltaic systems. Appl Sci 11(3):1099. https://doi.org/10.3390/app11031099

    Article  Google Scholar 

  11. Yajuan Y, Xiang W, Dong W, Kai H, Lijing W, Liying B, Feng W (2012) Environmental characteristics comparison of Li-ion batteries and Ni–MH batteries under the uncertainty of cycle performance. J Hazard Mater 229–230:455–460. https://doi.org/10.1016/j.jhazmat.2012.06.017

    Article  Google Scholar 

  12. Syed M, Ali Shah B, Junaid M, Mirza Qutab B, Suhail A, Tamim Ahmed K (2015) Comparison of characteristics—lead acid, nickel based, lead crystal and lithium based batteries. In: 17th UKSim-AMSS international conference on modelling and simulation (UKSim). https://doi.org/10.1109/UKSim.2015.69

  13. Shchurov NI, Dedov SI, Malozyomov BV, Shtang AA, Martyushev NV, Klyuev RV, Andriashin SN (2021) Degradation of lithium-ion batteries in an electric transport complex. Energies 14:8072. https://doi.org/10.3390/en14238072

    Article  Google Scholar 

  14. Morris M, Tosunoglu S (2012) Comparison of rechargeable battery technologies. In: ASME early career technical journal. 2012. ASME early career technical conference

  15. Tianze L, Lu Hengwei L, Chuan J, Luan H, Xia Z (2011) Application and design of solar photovoltaic system. J Phys Conf Ser 276:012175. https://doi.org/10.1088/1742-6596/276/1/012175

    Article  Google Scholar 

  16. Reddy Salkuti S (2021) Electrochemical batteries for smart grid applications. IJECE 11:1849–1856. https://doi.org/10.11591/ijece.v11i3.pp1849-1856

    Article  Google Scholar 

  17. Nikolaidis P, Poullikkas A (2018) Cost metrics of electrical energy storage technologies in potential power system operations. Sustain Energy Technol Assess 25:43–59. https://doi.org/10.1016/j.seta.2017.12.001

    Article  Google Scholar 

  18. Behzadian M, Kazemzadeh RB, Albadvi A, Aghdasi M (2010) PROMETHEE: a comprehensive literature review on methodologies and applications. Eur J Oper Res 200:198–215. https://doi.org/10.1016/j.ejor.2009.01.021

    Article  MATH  Google Scholar 

  19. Giurca I, Aschilean I, Safirescu CO, Dan Muresan D (2010) Choosing photovoltaic panels using the PROMETHEE. In: Conference: proceedings of the 8th international management conference "management challenges for sustainable development", vol 1, pp 1087–1098

  20. Abdullah L, Chan W, Afshari A (2019) Application of PROMETHEE method for green supplier selection: a comparative result based on preference functions. J Ind Eng Int 15:271–285. https://doi.org/10.1007/s40092-018-0289-z

    Article  Google Scholar 

  21. Goswami SS (2020) Outranking methods promethee I and promethee II. Found Manag 12(1):93–110. https://doi.org/10.2478/fman-2020-0008

    Article  Google Scholar 

  22. Brik K, Ben AF (2013) Causal tree analysis of depth degradation of the lead acid battery. J Power Sources 228:39–46. https://doi.org/10.1016/j.jpowsour.2012.10.088

    Article  Google Scholar 

  23. Yahmadi R, Brik K, Ben AF (2017) Research of critical causes and improvement of energy storage system reliability in power electronic applications. Int J Hydrog Energy 42:8765–8776. https://doi.org/10.1016/j.ijhydene.2016.10.034

    Article  Google Scholar 

  24. Sato Y, Takeuchi S, Kobayakawa K (2001) Cause of the memory effect observed in alkaline secondary batteries using nickel electrode. J Power Sources 93:20–24. https://doi.org/10.1016/S0378-7753(00)00506-1

    Article  Google Scholar 

  25. Fedors RF, Cizmecioglu M, Hong SD, Gupta A, Moacain J (1982) A failure mode for sealed nickel-cadmium batteries. J Power Sources 8:369–384. https://doi.org/10.1016/0378-7753(82)85004-0

    Article  Google Scholar 

  26. Young K, Yasuoka S (2016) Capacity degradation mechanisms in nickel/metal hydride batteries. Batteries 2:3. https://doi.org/10.3390/batteries2010003

    Article  Google Scholar 

  27. Zhu WH, Zhu Y, Tatarchuk BJ (2014) Self-discharge characteristics and performance degradation of Ni-MH batteries for storage applications. Int J Hydrog Energy 39:19789–19798. https://doi.org/10.1016/j.ijhydene.2014.09.113

    Article  Google Scholar 

  28. Birkl CR, Roberts MR, McTurk E, Bruce PG, Howey DA (2017) Degradation diagnostics for lithium ion cells. J Power Sources 341:373–386. https://doi.org/10.1016/j.jpowsour.2016.12.011

    Article  Google Scholar 

  29. Miao Y, Hynan P, Jouanne A, Yokochi A (2019) Current Li-Ion battery technologies in electric vehicles and opportunities for advancements. Energies 12:1074. https://doi.org/10.3390/en12061074

    Article  Google Scholar 

  30. Beletskii EV, Alekseeva EV, Spiridonova DV, Yankin AN, Levin OV (2019) Overcharge cycling effect on the surface layers and crystalline structure of LiFePO4 cathodes of Li-Ion batteries. Energies 12:4652. https://doi.org/10.3390/en12244652

    Article  Google Scholar 

  31. Camacho-Forero LE, Balbuena PB (2020) Effects of charged interfaces on electrolyte decomposition at the lithium metal anode. J Power Sources 472:228449. https://doi.org/10.1016/j.jpowsour.2020.228449

    Article  Google Scholar 

  32. Wojciechowski J, Kolanowski Ł, Bund A, Lota G (2017) The influence of current collector corrosion on the performance of electrochemical capacitors. J Power Sources 368:18–29. https://doi.org/10.1016/j.jpowsour.2017.09.069

    Article  Google Scholar 

  33. Azzouz I, Hafsa Hammami I, Brik K, Ben Ammar F (2020) Criticality assessment with pareto diagram of the different solar batteries technologies. In: International multi-conference on systems, signals and devices (SDD 2020), pp 20–23

  34. Dehghani-Sanij AR, Tharumalingam E, Dusseaulta MB, Fraserb R (2019) Study of energy storage systems and environmental challenges of batteries. Renew Sustain Energy Rev 104:192–208. https://doi.org/10.1016/j.rser.2019.01.023

    Article  Google Scholar 

  35. Regulation (EC) No 1272/2008 of the European Parliament and of the Council of 16 December 2008 on classification, labelling and packaging of substances and mixtures, amending and repealing Directives 67/548/EEC and 1999/45/EC, and amending Regulation (EC) No 1907/2006. OJ L 353, 31.12.2008, pp 1–1355. http://data.europa.eu/eli/reg/2008/1272/oj

  36. Guidance on the Application of the CLP Criteria Guidance to Regulation (EC) No 1272/2008 on classification, labelling and packaging (CLP) of substances and mixtures. 5.0th ed. Finland; 2017. https://doi.org/10.2823/124801

  37. Globally Harmonized System of Classification and labelling of chemicals (GHS), 8th revised edition, United Nations (2019). https://unece.org/fileadmin/DAM/trans/danger/publi/ghs/ghs_rev08/ST-SG-AC10-30-Rev8e.pdf

  38. Inrs: Reference body for occupational risk prevention in France (2021) https://www.inrs.fr/publications/bdd/fichetox.html

  39. GHS Hazard Statements: https://pubchem.ncbi.nlm.nih.gov/ghs/

  40. Official Journal of the European Union, Edition: June 2019, L 444 Volume 63 English edition Legislation February 18, 2020. https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=OJ:L:2020:444:FULL&from=EN

  41. Yahmedi R, Brik K, Ben Ammar F (2019) Sizing and improving performances of a photovoltaic water pumping system for irrigation in Jerid Tunisia. In: 10th international renewable energy congress (IREC). https://doi.org/10.1109/IREC.2019.8754534

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Correspondence to Kais Brik.

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Azzouz, I., Hammami, I., Brik, K. et al. Integration of multi-criteria decision-making for performance evaluation of different solar batteries technologies. Electr Eng 105, 775–795 (2023). https://doi.org/10.1007/s00202-022-01697-z

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