Methodology for BESS Design Assisted by Choice Matrix Approach
DOI:
https://doi.org/10.18618/REP.2005.1.019027Keywords:
Battery Selection, CAPEX, Decision Matrix, OPEX Concepts, BESS DesignAbstract
Battery Energy Storage Systems (BESS) can provide several ancillary services to renewable energy-dominated power systems. However, the choice of the battery employed in the projects is not a straightforward task, since there are several criteria that should be taken into account. Thus, six criteria are considered in this work: the system dc-link voltage, battery lifetime, battery bank volume, battery bank power losses, battery bank price and storage capacity index. The last criterion is related to the BESS energy storage capacity during one-year mission profile operation, which depends on the battery selected for the project. The Multiple Criteria Decision Making (MCDM) is used to choose the best battery based on the relative importance between the Operational Expenditure (OPEX) and Capital Expenditure (CAPEX) concepts. The methodology proposed in this work was applied to 27 batteries composed by lead-acid and Li-ion batteries aiming to select the best solution for a Photovoltaic (PV) system with storage energy based on the peak shaving operation mode. Considering the CAPEX with more relative importance, a lead-acid battery bank was found to be the best solution. On the other hand, when the OPEX is considered more important, a Li-ion battery bank was selected as the best solution.
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[ 1] J. Gherard, W. C. S. Amorim, A. F. Cupertino, H. A. Pereira, S. I. Seleme, R. Teodorescu, "Optimum Design of MMC-based ES-STATCOM Systems: The Role of the Submodule Reference Voltage", IEEE Trans on Ind Appl, , vol. 57, no. 3, pp. 3064-3076, May-June 2021. https://doi.org/10.1109/TIA.2020.3032381 DOI: https://doi.org/10.1109/TIA.2020.3032381
[ 2] L. S. Xavier, W. C. S. Amorim, A. F. Cupertino, H. A. Pereira, S. I. Seleme, R. Teodorescu, "Power converters for battery energy storage systems connected to medium voltage systems: a comprehensive review", BMC Energy, vol. 1, no. 7, 2019. https://doi.org/10.1186/s42500-019-0006-5 DOI: https://doi.org/10.1186/s42500-019-0006-5
[ 3] M. Farihan, T. .Jiashen, L. Ching-Ming, C. Liang-Rui, "Development of Energy Storage Systems for Power Network Reliability: A Review", Energies, vol. 11, no. 9, 2018. https://doi.org/10.3390/en11092278 DOI: https://doi.org/10.3390/en11092278
[ 4] G. Wang, G. Konstantinou, C. D. Townsend, J. Pou, S. Vazquez, G. D. Demetriades, V. G. Agelidis, "A Review of Power Electronics for Grid Connection of Utility-Scale Battery Energy Storage Systems", IEEE Trans on Sustain Energy, vol. 7, no. 4, pp. 1778-1790, 2016. https://doi.org/10.1109/TSTE.2016.2586941 DOI: https://doi.org/10.1109/TSTE.2016.2586941
[ 5] D. Linden, T. Reddy, "Handbook of Batteries", McGraw-Hill Professional, vol. 3, pp. 1-1200, 2001.
[ 6] Aoxia Chen, P. K. Sen, "Advancement in battery technology: A stateof-the-art review", in 2016 IEEE Industry Applications Society Annual Meeting, pp. 1-10, 2016. https://doi.org/10.1109/IAS.2016.7731812 DOI: https://doi.org/10.1109/IAS.2016.7731812
[ 7] R. H. Byrne, T. A. Nguyen, D. A. Copp, B. R. Chalamala, I. Gyuk, "Energy Management and Optimization Methods for Grid Energy Storage Systems", IEEE Access, vol. 6, pp. 13231-13260, 2018. https://doi.org/10.1109/ACCESS.2017.2741578 DOI: https://doi.org/10.1109/ACCESS.2017.2741578
[ 8] R. C. Bansal, "Optimization Methods for Electric Power Systems: An Overview", International J of Emerging Electric Power Systems, vol. 2, no. 1, 12 Mar. 2005. https://doi.org/10.2202/1553-779X.1021 DOI: https://doi.org/10.2202/1553-779X.1021
[ 9] H. Fathima, K. Palanisamy, "Optimized Sizing, Selection, and Economic Analysis of Battery Energy Storage for Grid-Connected WindPV Hybrid System", Hindawi, vol. 2015, no. 713530, pp. 1-16, 2015. https://doi.org/10.1155/2015/713530 DOI: https://doi.org/10.1155/2015/713530
[ 10] N. Hashemipour, J. Aghaei, M. Lotfi, T. Niknam, M. Askarpour, M. Shafie-khah, J. P. S. Catalao, "Multi-objective optimisation method ˜for coordinating battery storage systems, photovoltaic inverters and tap changers", IET Renewable Power Generation, vol. 14, no. 3, pp. 475-483, 2020. https://doi.org/10.1049/iet-rpg.2019.0644 DOI: https://doi.org/10.1049/iet-rpg.2019.0644
[ 11] A. Panday, H. O. Bansal, "Multi-Objective Optimization in Battery Selection for Hybrid Electric Vehicle Applications", J Electrical Systems, vol. 12, no. 2, pp. 325 - 343, 2016.
[ 12] J. E. Leal, "AHP-express: A simplified version of the analytical hierarchy process method", MethodsX, vol. 7, p. 100748, 2020. https://doi.org/10.1016/j.mex.2019.11.021 DOI: https://doi.org/10.1016/j.mex.2019.11.021
[ 13] M. Ashby, D. Cebon, "Materials selection in mechanical design", Letter J Physics, vol. 3, pp. 1-9, 1993. https://doi.org/10.1051/jp4:1993701 DOI: https://doi.org/10.1051/jp4:1993701
[ 14] K. Yoon, C. L. Hwang, "Multiple Attribute Decision Making Methods and Applications, A State of the Art Survey", Springer Verlag, 1981.
[ 15] K. Yoon, "System selection by multiple attribute decision making", PhD thesis, Kansas State University, 1980.
[ 16] A. F. Cupertino, W. C. S. Amorim, H. A. Pereira, S. I. Seleme Junior, S. K. Chaudhary, R. Teodorescu, "High Performance Simulation Models for ES-STATCOM Based on Modular Multilevel Converters", IEEE Trans on Energy Conversion, vol. 35, no. 1, pp. 474-483, 2020. https://doi.org/10.1109/TEC.2020.2967314 DOI: https://doi.org/10.1109/TEC.2020.2967314
[ 17] G. Feix, S. Dieckerhoff, J. Allmeling, J. Schonberger, "Simple methods to calculate IGBT and diode conduction and switching losses", in 2009 13th EPE, pp. 1-8, 2009.
[ 18] A. Sangwongwanich, Y. Yang, D. Sera, F. Blaabjerg, "Lifetime Evaluation of Grid-Connected PV Inverters Considering Panel Degradation Rates and Installation Sites", IEEE Trans on Power Electron, vol. 33, no. 2, pp. 1225-1236, 2018. https://doi.org/10.1109/TPEL.2017.2678169 DOI: https://doi.org/10.1109/TPEL.2017.2678169
[ 19] P. D. Reigosa, H. Wang, Y. Yang, F. Blaabjerg, "Prediction of Bond Wire Fatigue of IGBTs in a PV Inverter Under a Long-Term Operation", IEEE Transs on Power Electron, vol. 31, no. 10, pp. 7171- 7182, 2016. https://doi.org/10.1109/APEC.2015.7104787 DOI: https://doi.org/10.1109/APEC.2015.7104787
[ 20] D. Stroe, M. Swierczy ' nski, A. Stan, R. Teodorescu, S. J. Andreasen, "Accelerated Lifetime Testing Methodology for Lifetime Estimation of Lithium-Ion Batteries Used in Augmented Wind Power Plants", IEEE Trans on Ind Appl, vol. 50, no. 6, pp. 4006-4017, 2014. https://doi.org/10.1109/TIA.2014.2321028 DOI: https://doi.org/10.1109/TIA.2014.2321028
[ 21] D. Stroe, Lifetime Models for Lithium-ion Batteries used in Virtual Power Plant Applications, Ph.D. thesis, Aalborg University, Nov. 2014.
[ 22] J. Schiffer, D. U. Sauer, H. Bindner, T. Cronin, P. Lundsager, R. Kaiser, "Model prediction for ranking lead-acid batteries according to expected lifetime in renewable energy systems and autonomous powersupply systems", Journal of Power Sources, vol. 168, no. 1, pp. 66 -78, 2007. https://doi.org/10.1016/j.jpowsour.2006.11.092 DOI: https://doi.org/10.1016/j.jpowsour.2006.11.092
[ 23] R. Z. Farahani, M. SteadieSeifi, N. Asgari, "Multiple criteria facility location problems: A survey", Applied Mathematical Modelling, vol. 34, no. 7, pp. 1689 - 1709, 2010. https://doi.org/10.1016/j.apm.2009.10.005 DOI: https://doi.org/10.1016/j.apm.2009.10.005
[ 24] C.-L. Hwang, K. Yoon, Methods for Multiple Attribute Decision Making, pp. 58-191, Springer Berlin Heidelberg, Berlin, Heidelberg, 1981. https://doi.org/10.1007/978-3-642-48318-9_3 DOI: https://doi.org/10.1007/978-3-642-48318-9_3
[ 25] J. Chai, J. N. Liu, E. W. Ngai, "Application of decision-making techniques in supplier selection: A systematic review of literature", Expert Systems with Appl, vol. 40, no. 10, pp. 3872 - 3885, 2013. https://doi.org/10.1016/j.eswa.2012.12.040 DOI: https://doi.org/10.1016/j.eswa.2012.12.040
[ 26] "ANEEL Agencia Nacional de Energia El ˆ etrica", , 2022, URL: https://www.gov.br/aneel/pt-br.
[ 27] WEG, ESSW - Sistema de Armazenamento de Energia em Baterias, 03 2021, URL: https://www.weg.net.
[ 28] Power Tech, Power Tech - Advanced Energy Storage Systems, 03 2021, URL: https://www.powertechsystems.eu/home/products/12v-lithium-batterypack-powerbrick/.
[ 29] Chargex, Chargex - Lithium Ion Batteries, 03 2021, URL: https://www.lithiumion-batteries.com/products/12-volt-lithium-batteries/.
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Copyright (c) 2024 Rodrigo Cassio de Barros, William Caires Silva Amorim, Wallace do Couto Boaventura, Allan Fagner Cupertino, Victor Flores Mendes, Heverton Augusto Pereira
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