journal article·2024-07-19Open access

Optimization of the Shunt Currents and Pressure Losses of a VRFB by Applying a Discrete PSO Algorithm

Decebal Aitor Ispas-Gil, Ekaitz Zulueta, Javier Olarte, Asier Zulueta, Unai Fernandez-Gamiz

Batteries· Volume 10· Issue 7

Abstract

This paper presents an extensive study on the electrochemical, shunt currents, and hydraulic modeling of a vanadium redox flow battery of m stacks and n cells per stack. The shunt currents model of the battery has been developed through the use of Kirchoff’s laws, taking into account the different design cases that can occur and enumerating the equations of nodes and meshes specifying them so that the software implementation can be performed in a direct way. The hydraulic model has been developed by numerical methods. These models are put to work simultaneously in order to simulate the behavior of a VRFB battery during charging and discharging, obtaining the pressure losses and shunt currents that occur in the battery. Using these models, and by using a PSO-type optimization algorithm, specifically designed for discrete variables, the battery design is optimized in order to minimize the round-trip efficiency losses due to pressure losses and shunt currents. In the optimization of the battery design, value is given to the number of stacks in which the total number of cells in the battery is distributed and the dimensions of the piping relative to both the stacks and the cells.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Advanced battery technologies research · Advanced Battery Technologies Research · Hybrid Renewable Energy Systems

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

System Engineering and Automation Control Department, University of the Basque Country UPV/EHU, Nieves Cano, 12, 01006 Vitoria-Gasteiz, Spain

Centre for Cooperative Research on Alternative Energies (CIC EnergiGUNE), Basque Research and Technology Alliance (BRTA), Alava Technology Park, Albert Einstein 48, 01510 Vitoria-Gasteiz, Spain

Nuclear Engineering and Fluid Mechanics Department, University of the Basque Country UPV/EHU, Nieves Cano, 12, 01006 Vitoria-Gasteiz, Spain

Funding

Government of the Basque Country · Mobility Lab Foundation

References (44)

Show source-provided references
1. Biofuels versus Food Production: Does Biofuels Production Increase Food Prices?10.1016/j.energy.2010.05.019 ↗
2. Ritchie, H., Roser, M., and Rosado, P. (2024). Renewable Energy. Our World Data, Available online: https://ourworldindata.org/renewable-energy.
3. A Review on Vanadium Redox Flow Battery Storage Systems for Large-Scale Power Systems Application10.1109/ACCESS.2023.3243800 ↗
4. A Review of Energy Storage Types, Applications and Recent Developments10.1016/j.est.2019.101047 ↗
5. Clemente, A., and Costa-Castelló, R. (2020). Redox Flow Batteries: A Literature Review Oriented to Automatic Control. Energies, 13.10.3390/en13174514 ↗
6. Vanadium Redox Flow Batteries: Potentials and Challenges of an Emerging Storage Technology10.1109/MIE.2016.2611760 ↗
7. Life Cycle Assessment of a Vanadium Redox Flow Battery10.1021/acs.est.8b02073 ↗
8. Energy Efficiency Analysis for a Kilo-Watt Class Vanadium Redox Flow Battery System10.1016/j.apenergy.2019.113533 ↗
9. Effects of Operating Temperature on the Performance of Vanadium Redox Flow Batteries10.1016/j.apenergy.2015.06.002 ↗
10. Thermal Hydraulic Behavior and Efficiency Analysis of an All-Vanadium Redox Flow Battery10.1016/j.jpowsour.2013.05.092 ↗
11. Effect of Flow Field on the Performance of an All-Vanadium Redox Flow Battery10.1016/j.jpowsour.2016.01.048 ↗
12. Numerical Investigations of Flow Field Designs for Vanadium Redox Flow Batteries10.1016/j.apenergy.2012.12.041 ↗
13. Studies on Pressure Losses and Flow Rate Optimization in Vanadium Redox Flow Battery10.1016/j.jpowsour.2013.09.071 ↗
14. Locating Shunt Currents in a Multistack System of All-Vanadium Redox Flow Batteries10.1021/acssuschemeng.1c00287 ↗
15. Design Trade-Offs among Shunt Current, Pumping Loss and Compactness in the Piping System of a Multi-Stack Vanadium Flow Battery10.1016/j.jpowsour.2015.06.138 ↗
16. A Multi-Stack Simulation of Shunt Currents in Vanadium Redox Flow Batteries10.1016/j.jpowsour.2014.03.054 ↗
17. Glazkov, A., Pichugov, R., Loktionov, P., Konev, D., Tolstel, D., Petrov, M., Antipov, A., and Vorotyntsev, M.A. (2022). Current Distribution in the Discharge Unit of a 10-Cell Vanadium Redox Flow Battery: Comparison of the Computational Model with Experiment. Membranes, 12.10.3390/membranes12111167 ↗
18. Shunt Currents in Vanadium Redox Flow Batteries—A Parametric and Optimization Study10.1016/j.electacta.2021.139667 ↗
19. Shunt Current Analysis of Vanadium Redox Flow Battery System with Multi-Stack Connections10.1016/j.est.2023.109233 ↗
20. A Dynamic Plug Flow Reactor Model for a Vanadium Redox Flow Battery Cell10.1016/j.jpowsour.2016.02.018 ↗
21. Model Based Examination on Influence of Stack Series Connection and Pipe Diameters on Efficiency of Vanadium Redox Flow Batteries under Consideration of Shunt Currents10.1016/j.jpowsour.2015.01.119 ↗
22. Fast Response of kW-Class Vanadium Redox Flow Batteries10.1109/TSTE.2021.3096573 ↗
23. Puleston, T., Clemente, A., Costa-Castelló, R., and Serra, M. (2022). Modelling and Estimation of Vanadium Redox Flow Batteries: A Review. Batteries, 8.10.3390/batteries8090121 ↗
24. An Equivalent Circuit Model for Vanadium Redox Batteries via Hybrid Extended Kalman Filter and Particle Filter Methods10.1016/j.est.2021.102587 ↗
25. Analysis of Concentration Overpotential in an All-Vanadium Redox Flow Battery10.1149/2.0681809jes ↗
26. Prospect of Modeling Industrial Scale Flow Batteries—From Experimental Data to Accurate Overpotential Identification10.1016/j.rser.2022.112559 ↗
27. Comparison of Energy Losses in a 9 kW Vanadium Redox Flow Battery10.1016/j.jpowsour.2019.227144 ↗
28. A Technique for Calculating Shunt Leakage and Cell Currents in Bipolar Stacks Having Divided or Undivided Cells10.1149/1.2119891 ↗
29. The Relationship between Shunt Currents and Edge Corrosion in Flow Batteries10.1149/2.0081711jes ↗
30. Investigation of the Effect of Shunt Current on Battery Efficiency and Stack Temperature in Vanadium Redox Flow Battery10.1016/j.jpowsour.2013.05.079 ↗
31. Prokopius, P.R. (1976). Model for Calculating Electrolytic Shunt Path Losses in Large Electrochemical Energy Conversion Systems.
32. Trovò, A., Picano, F., and Guarnieri, M. (2019, January 12–14). Maximizing Vanadium Redox Flow Battery Efficiency: Strategies of Flow Rate Control. Proceedings of the 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE), Vancouver, BC, Canada.10.1109/ISIE.2019.8781152 ↗
33. Modeling the Effect of Shunt Current on the Charge Transfer Efficiency of an All-Vanadium Redox Flow Battery10.1016/j.jpowsour.2018.04.042 ↗
34. Predicting Shunt Currents in Stacks of Bipolar Plate Cells with Conducting Manifolds10.1149/1.2096069 ↗
35. Explicit Equations for Pipe-Flow Problems10.1061/JYCEAJ.0004542 ↗
36. Improved Explicit Equations for Estimation of the Friction Factor in Rough and Smooth Pipes10.1016/S1385-8947(01)00254-6 ↗
37. Turbulent Flow Friction Factor Calculation Using a Mathematically Exact Alternative to the Colebrook–White Equation10.1061/(ASCE)0733-9429(2006)132:8(863) ↗
38. Friction Factor Equation Spans All Fluid Flow Regimes
39. Co, C. (1988). Flow of Fluids Through Valves, Fittings, and Pipe, Crane Company.
40. Pressure Losses for Fluid Flow in 90° Pipe Bends10.6028/jres.021.001 ↗
41. Jayanti, S. (2011). Bends, Flow and Pressure Drop in. Thermopedia, Begel House Inc.
42. Effect of Electrode Intrusion on Pressure Drop and Electrochemical Performance of an All-Vanadium Redox Flow Battery10.1016/j.jpowsour.2017.06.045 ↗
43. Kennedy, J., and Eberhart, R. (December, January 27). Particle Swarm Optimization. Proceedings of the 1995 IEEE International Conference on Neural Networks Proceedings, Perth, WA, Australia.
44. A Particle Swarm Optimization Algorithm for Mixed-Variable Optimization Problems10.1016/j.swevo.2020.100808 ↗